// AUTO-GENERATED TELEMETRY DATASET PROFILE // Ground Truth Corpus: 60000 Verified Patient Telemetry Observations // IEC 60601-1 Medical Sensor Calibration Pipeline export interface BinData { label: string; min: number; max: number; count: number; pct: number; } export interface FeatureStat { key: string; name: string; unit: string; desc: string; normal_range: string; normal_min: number; normal_max: number; alert: string; mean: number; std: number; min: number; q25: number; median: number; q75: number; max: number; iqr: number; bins: BinData[]; means_by_disease: Record; } export interface TargetClass { disease: string; count: number; percentage: number; color: string; } export interface AlertPrevalence { name: string; abnormal_count: number; normal_count: number; abnormal_pct: number; } export interface CorrelationMatrix { labels: string[]; keys: string[]; matrix: number[][]; } export interface FeatureDependency { feature: string; key: string; correlation: number; abs_corr: number; unit: string; impact: string; } export interface DatasetSummary { total_records: number; total_features: number; file_size_mb: number; missing_values: number; completeness_pct: number; classes_count: number; sampling_fidelity: string; } export interface DatasetProfile { summary: DatasetSummary; columns: string[]; target_distribution: TargetClass[]; alert_prevalence: AlertPrevalence[]; feature_stats: FeatureStat[]; correlation_matrix: CorrelationMatrix; feature_dependencies: FeatureDependency[]; sample_rows: Record[]; } export const DATASET_PROFILE: DatasetProfile = { "summary": { "total_records": 60000, "total_features": 13, "file_size_mb": 4.49, "missing_values": 0, "completeness_pct": 100.0, "classes_count": 5, "sampling_fidelity": "IEC-60601-1 Telemetry Validated" }, "columns": [ "Patient Number", "Heart Rate (bpm)", "SpO2 Level (%)", "Systolic Blood Pressure (mmHg)", "Diastolic Blood Pressure (mmHg)", "Body Temperature (\u00b0C)", "Fall Detection", "Predicted Disease", "Data Accuracy (%)", "Heart Rate Alert", "SpO2 Level Alert", "Blood Pressure Alert", "Temperature Alert" ], "target_distribution": [ { "disease": "Diabetes Mellitus", "count": 12167, "percentage": 20.28, "color": "#2563EB" }, { "disease": "Heart Disease", "count": 12044, "percentage": 20.07, "color": "#9F2F2D" }, { "disease": "Healthy", "count": 11973, "percentage": 19.96, "color": "#16A34A" }, { "disease": "Hypertension", "count": 11928, "percentage": 19.88, "color": "#D97706" }, { "disease": "Asthma", "count": 11888, "percentage": 19.81, "color": "#7C3AED" } ], "alert_prevalence": [ { "name": "Blood Pressure Alert", "abnormal_count": 33470, "normal_count": 26530, "abnormal_pct": 55.78 }, { "name": "Heart Rate Alert", "abnormal_count": 23008, "normal_count": 36992, "abnormal_pct": 38.35 }, { "name": "SpO2 Level Alert", "abnormal_count": 25230, "normal_count": 34770, "abnormal_pct": 42.05 }, { "name": "Temperature Alert", "abnormal_count": 15344, "normal_count": 44656, "abnormal_pct": 25.57 }, { "name": "Fall Detection Event", "abnormal_count": 3074, "normal_count": 56926, "abnormal_pct": 5.12 } ], "feature_stats": [ { "key": "Heart Rate (bpm)", "name": "Heart Rate", "unit": "bpm", "desc": "Cardiac chronotropic telemetry frequency", "normal_range": "60\u2013100 bpm", "normal_min": 60, "normal_max": 100, "alert": "Pulse > 100 bpm (Tachycardia) or < 60 bpm (Bradycardia)", "mean": 94.57, "std": 18.38, "min": 50.0, "q25": 82.0, "median": 95.0, "q75": 106.0, "max": 139.0, "iqr": 24.0, "bins": [ { "label": "50.0\u201357.4", "min": 50.0, "max": 57.4, "count": 396, "pct": 0.66 }, { "label": "57.4\u201364.8", "min": 57.4, "max": 64.8, "count": 2703, "pct": 4.5 }, { "label": "64.8\u201372.2", "min": 64.8, "max": 72.2, "count": 4578, "pct": 7.63 }, { "label": "72.2\u201379.7", "min": 72.2, "max": 79.7, "count": 4645, "pct": 7.74 }, { "label": "79.7\u201387.1", "min": 79.7, "max": 87.1, "count": 8995, "pct": 14.99 }, { "label": "87.1\u201394.5", "min": 87.1, "max": 94.5, "count": 8629, "pct": 14.38 }, { "label": "94.5\u2013101.9", "min": 94.5, "max": 101.9, "count": 9069, "pct": 15.12 }, { "label": "101.9\u2013109.3", "min": 101.9, "max": 109.3, "count": 11366, "pct": 18.94 }, { "label": "109.3\u2013116.8", "min": 109.3, "max": 116.8, "count": 2492, "pct": 4.15 }, { "label": "116.8\u2013124.2", "min": 116.8, "max": 124.2, "count": 2527, "pct": 4.21 }, { "label": "124.2\u2013131.6", "min": 124.2, "max": 131.6, "count": 2165, "pct": 3.61 }, { "label": "131.6\u2013139.0", "min": 131.6, "max": 139.0, "count": 2435, "pct": 4.06 } ], "means_by_disease": { "Asthma": 99.57, "Diabetes Mellitus": 94.44, "Healthy": 74.44, "Heart Disease": 119.59, "Hypertension": 84.67 } }, { "key": "SpO2 Level (%)", "name": "SpO2 Oxygen Saturation", "unit": "%", "desc": "Arterial blood oxygen saturation telemetry", "normal_range": "95\u2013100 %", "normal_min": 95, "normal_max": 100, "alert": "Saturation < 95% (Hypoxemia threshold)", "mean": 94.55, "std": 3.84, "min": 84.0, "q25": 92.0, "median": 96.0, "q75": 98.0, "max": 100.0, "iqr": 6.0, "bins": [ { "label": "84.0\u201385.3", "min": 84.0, "max": 85.3, "count": 1412, "pct": 2.35 }, { "label": "85.3\u201386.7", "min": 85.3, "max": 86.7, "count": 1311, "pct": 2.19 }, { "label": "86.7\u201388.0", "min": 86.7, "max": 88.0, "count": 1407, "pct": 2.34 }, { "label": "88.0\u201389.3", "min": 88.0, "max": 89.3, "count": 3321, "pct": 5.54 }, { "label": "89.3\u201390.7", "min": 89.3, "max": 90.7, "count": 2241, "pct": 3.74 }, { "label": "90.7\u201392.0", "min": 90.7, "max": 92.0, "count": 2855, "pct": 4.76 }, { "label": "92.0\u201393.3", "min": 92.0, "max": 93.3, "count": 8443, "pct": 14.07 }, { "label": "93.3\u201394.7", "min": 93.3, "max": 94.7, "count": 4240, "pct": 7.07 }, { "label": "94.7\u201396.0", "min": 94.7, "max": 96.0, "count": 4743, "pct": 7.9 }, { "label": "96.0\u201397.3", "min": 96.0, "max": 97.3, "count": 15001, "pct": 25.0 }, { "label": "97.3\u201398.7", "min": 97.3, "max": 98.7, "count": 6289, "pct": 10.48 }, { "label": "98.7\u2013100.0", "min": 98.7, "max": 100.0, "count": 8737, "pct": 14.56 } ], "means_by_disease": { "Asthma": 88.98, "Diabetes Mellitus": 95.43, "Healthy": 97.49, "Heart Disease": 95.43, "Hypertension": 95.39 } }, { "key": "Systolic Blood Pressure (mmHg)", "name": "Systolic Blood Pressure", "unit": "mmHg", "desc": "Peak ventricular contraction arterial pressure", "normal_range": "90\u2013120 mmHg", "normal_min": 90, "normal_max": 120, "alert": "Pressure > 140 mmHg (Hypertensive crisis risk)", "mean": 139.15, "std": 26.93, "min": 90.0, "q25": 116.0, "median": 138.0, "q75": 161.0, "max": 199.0, "iqr": 45.0, "bins": [ { "label": "90.0\u201399.1", "min": 90.0, "max": 99.1, "count": 2499, "pct": 4.17 }, { "label": "99.1\u2013108.2", "min": 99.1, "max": 108.2, "count": 2536, "pct": 4.23 }, { "label": "108.2\u2013117.2", "min": 108.2, "max": 117.2, "count": 13155, "pct": 21.93 }, { "label": "117.2\u2013126.3", "min": 117.2, "max": 126.3, "count": 6748, "pct": 11.25 }, { "label": "126.3\u2013135.4", "min": 126.3, "max": 135.4, "count": 4001, "pct": 6.67 }, { "label": "135.4\u2013144.5", "min": 135.4, "max": 144.5, "count": 4759, "pct": 7.93 }, { "label": "144.5\u2013153.6", "min": 144.5, "max": 153.6, "count": 6807, "pct": 11.34 }, { "label": "153.6\u2013162.7", "min": 153.6, "max": 162.7, "count": 5700, "pct": 9.5 }, { "label": "162.7\u2013171.8", "min": 162.7, "max": 171.8, "count": 5110, "pct": 8.52 }, { "label": "171.8\u2013180.8", "min": 171.8, "max": 180.8, "count": 4472, "pct": 7.45 }, { "label": "180.8\u2013189.9", "min": 180.8, "max": 189.9, "count": 2059, "pct": 3.43 }, { "label": "189.9\u2013199.0", "min": 189.9, "max": 199.0, "count": 2154, "pct": 3.59 } ], "means_by_disease": { "Asthma": 124.87, "Diabetes Mellitus": 125.13, "Healthy": 114.51, "Heart Disease": 159.34, "Hypertension": 172.03 } }, { "key": "Diastolic Blood Pressure (mmHg)", "name": "Diastolic Blood Pressure", "unit": "mmHg", "desc": "Resting ventricular filling arterial pressure", "normal_range": "60\u201380 mmHg", "normal_min": 60, "normal_max": 80, "alert": "Pressure > 90 mmHg (Hypertension boundary)", "mean": 88.95, "std": 17.86, "min": 50.0, "q25": 75.0, "median": 89.0, "q75": 102.0, "max": 130.0, "iqr": 27.0, "bins": [ { "label": "50.0\u201356.7", "min": 50.0, "max": 56.7, "count": 1545, "pct": 2.57 }, { "label": "56.7\u201363.3", "min": 56.7, "max": 63.3, "count": 1937, "pct": 3.23 }, { "label": "63.3\u201370.0", "min": 63.3, "max": 70.0, "count": 2673, "pct": 4.46 }, { "label": "70.0\u201376.7", "min": 70.0, "max": 76.7, "count": 12415, "pct": 20.69 }, { "label": "76.7\u201383.3", "min": 76.7, "max": 83.3, "count": 8081, "pct": 13.47 }, { "label": "83.3\u201390.0", "min": 83.3, "max": 90.0, "count": 3362, "pct": 5.6 }, { "label": "90.0\u201396.7", "min": 90.0, "max": 96.7, "count": 7818, "pct": 13.03 }, { "label": "96.7\u2013103.3", "min": 96.7, "max": 103.3, "count": 8373, "pct": 13.96 }, { "label": "103.3\u2013110.0", "min": 103.3, "max": 110.0, "count": 6590, "pct": 10.98 }, { "label": "110.0\u2013116.7", "min": 110.0, "max": 116.7, "count": 2691, "pct": 4.49 }, { "label": "116.7\u2013123.3", "min": 116.7, "max": 123.3, "count": 2475, "pct": 4.12 }, { "label": "123.3\u2013130.0", "min": 123.3, "max": 130.0, "count": 2040, "pct": 3.4 } ], "means_by_disease": { "Asthma": 79.45, "Diabetes Mellitus": 79.51, "Healthy": 74.53, "Heart Disease": 99.57, "Hypertension": 111.81 } }, { "key": "Body Temperature (\u00b0C)", "name": "Body Temperature", "unit": "\u00b0C", "desc": "Physiological thermal equilibrium reading", "normal_range": "36.5\u201337.5 \u00b0C", "normal_min": 36.5, "normal_max": 37.5, "alert": "Core Temp > 37.8\u00b0C (Pyrexia) or < 36.0\u00b0C (Hypothermia)", "mean": 37.12, "std": 0.63, "min": 35.0, "q25": 36.7, "median": 37.0, "q75": 37.6, "max": 39.3, "iqr": 0.9, "bins": [ { "label": "35.0\u201335.4", "min": 35.0, "max": 35.4, "count": 118, "pct": 0.2 }, { "label": "35.4\u201335.7", "min": 35.4, "max": 35.7, "count": 590, "pct": 0.98 }, { "label": "35.7\u201336.1", "min": 35.7, "max": 36.1, "count": 1294, "pct": 2.16 }, { "label": "36.1\u201336.4", "min": 36.1, "max": 36.4, "count": 4409, "pct": 7.35 }, { "label": "36.4\u201336.8", "min": 36.4, "max": 36.8, "count": 11752, "pct": 19.59 }, { "label": "36.8\u201337.1", "min": 36.8, "max": 37.1, "count": 15335, "pct": 25.56 }, { "label": "37.1\u201337.5", "min": 37.1, "max": 37.5, "count": 11158, "pct": 18.6 }, { "label": "37.5\u201337.9", "min": 37.5, "max": 37.9, "count": 6405, "pct": 10.67 }, { "label": "37.9\u201338.2", "min": 37.9, "max": 38.2, "count": 6017, "pct": 10.03 }, { "label": "38.2\u201338.6", "min": 38.2, "max": 38.6, "count": 2749, "pct": 4.58 }, { "label": "38.6\u201338.9", "min": 38.6, "max": 38.9, "count": 156, "pct": 0.26 }, { "label": "38.9\u201339.3", "min": 38.9, "max": 39.3, "count": 17, "pct": 0.03 } ], "means_by_disease": { "Asthma": 37.0, "Diabetes Mellitus": 37.85, "Healthy": 36.75, "Heart Disease": 37.0, "Hypertension": 36.99 } }, { "key": "Data Accuracy (%)", "name": "Telemetry Data Accuracy", "unit": "%", "desc": "Hardware sensor packet integrity & SNR confidence", "normal_range": "90\u2013100 %", "normal_min": 90, "normal_max": 100, "alert": "SNR Packet Fidelity < 85%", "mean": 92.51, "std": 4.61, "min": 85.0, "q25": 89.0, "median": 93.0, "q75": 97.0, "max": 100.0, "iqr": 8.0, "bins": [ { "label": "85.0\u201386.2", "min": 85.0, "max": 86.2, "count": 7472, "pct": 12.45 }, { "label": "86.2\u201387.5", "min": 86.2, "max": 87.5, "count": 3682, "pct": 6.14 }, { "label": "87.5\u201388.8", "min": 87.5, "max": 88.8, "count": 3799, "pct": 6.33 }, { "label": "88.8\u201390.0", "min": 88.8, "max": 90.0, "count": 3787, "pct": 6.31 }, { "label": "90.0\u201391.2", "min": 90.0, "max": 91.2, "count": 7478, "pct": 12.46 }, { "label": "91.2\u201392.5", "min": 91.2, "max": 92.5, "count": 3690, "pct": 6.15 }, { "label": "92.5\u201393.8", "min": 92.5, "max": 93.8, "count": 3866, "pct": 6.44 }, { "label": "93.8\u201395.0", "min": 93.8, "max": 95.0, "count": 3680, "pct": 6.13 }, { "label": "95.0\u201396.2", "min": 95.0, "max": 96.2, "count": 7495, "pct": 12.49 }, { "label": "96.2\u201397.5", "min": 96.2, "max": 97.5, "count": 3670, "pct": 6.12 }, { "label": "97.5\u201398.8", "min": 97.5, "max": 98.8, "count": 3842, "pct": 6.4 }, { "label": "98.8\u2013100.0", "min": 98.8, "max": 100.0, "count": 7539, "pct": 12.57 } ], "means_by_disease": { "Asthma": 92.5, "Diabetes Mellitus": 92.43, "Healthy": 92.49, "Heart Disease": 92.63, "Hypertension": 92.51 } } ], "correlation_matrix": { "labels": [ "Heart Rate", "SpO2 Oxygen", "Systolic BP", "Diastolic BP", "Body Temp", "Accuracy", "Risk Severity", "Heart Disease", "Hypertension" ], "keys": [ "Heart Rate (bpm)", "SpO2 Level (%)", "Systolic Blood Pressure (mmHg)", "Diastolic Blood Pressure (mmHg)", "Body Temperature (\u00b0C)", "Data Accuracy (%)", "Risk_Severity", "Is_Heart_Disease", "Is_Hypertension" ], "matrix": [ [ 1.0, -0.21, 0.248, 0.172, 0.083, 0.01, 0.682, 0.682, -0.269 ], [ -0.21, 1.0, 0.078, 0.086, 0.002, -0.001, -0.453, 0.114, 0.109 ], [ 0.248, 0.078, 1.0, 0.655, -0.073, 0.007, 0.552, 0.376, 0.608 ], [ 0.172, 0.086, 0.655, 1.0, -0.081, 0.01, 0.401, 0.298, 0.638 ], [ 0.083, 0.002, -0.073, -0.081, 1.0, -0.01, -0.011, -0.097, -0.101 ], [ 0.01, -0.001, 0.007, 0.01, -0.01, 1.0, 0.011, 0.013, 0.0 ], [ 0.682, -0.453, 0.552, 0.401, -0.011, 0.011, 1.0, 0.537, 0.123 ], [ 0.682, 0.114, 0.376, 0.298, -0.097, 0.013, 0.537, 1.0, -0.25 ], [ -0.269, 0.109, 0.608, 0.638, -0.101, 0.0, 0.123, -0.25, 1.0 ] ] }, "feature_dependencies": [ { "feature": "Heart Rate", "key": "Heart Rate (bpm)", "correlation": 0.682, "abs_corr": 0.682, "unit": "bpm", "impact": "High Primary Predictor" }, { "feature": "Systolic Blood Pressure", "key": "Systolic Blood Pressure (mmHg)", "correlation": 0.376, "abs_corr": 0.376, "unit": "mmHg", "impact": "Moderate Risk Factor" }, { "feature": "Diastolic Blood Pressure", "key": "Diastolic Blood Pressure (mmHg)", "correlation": 0.298, "abs_corr": 0.298, "unit": "mmHg", "impact": "Moderate Risk Factor" }, { "feature": "SpO2 Oxygen Saturation", "key": "SpO2 Level (%)", "correlation": 0.114, "abs_corr": 0.114, "unit": "%", "impact": "Baseline Background" }, { "feature": "Body Temperature", "key": "Body Temperature (\u00b0C)", "correlation": -0.097, "abs_corr": 0.097, "unit": "\u00b0C", "impact": "Baseline Background" }, { "feature": "Telemetry Data Accuracy", "key": "Data Accuracy (%)", "correlation": 0.013, "abs_corr": 0.013, "unit": "%", "impact": "Baseline Background" } ], "sample_rows": [ { "Patient Number": 1, "Heart Rate (bpm)": 98, "SpO2 Level (%)": 96, "Systolic Blood Pressure (mmHg)": 120, "Diastolic Blood Pressure (mmHg)": 86, "Body Temperature (\u00b0C)": 38.1, "Fall Detection": "No", "Predicted Disease": "Diabetes Mellitus", "Data Accuracy (%)": 95, "Heart Rate Alert": "NORMAL", "SpO2 Level Alert": "NORMAL", "Blood Pressure Alert": "NORMAL", "Temperature Alert": "ABNORMAL" }, { "Patient Number": 2, "Heart Rate (bpm)": 105, "SpO2 Level (%)": 97, "Systolic Blood Pressure (mmHg)": 177, "Diastolic Blood Pressure (mmHg)": 104, "Body Temperature (\u00b0C)": 37.6, "Fall Detection": "No", "Predicted Disease": "Heart Disease", "Data Accuracy (%)": 91, "Heart Rate Alert": "ABNORMAL", "SpO2 Level Alert": "NORMAL", "Blood Pressure Alert": "ABNORMAL", "Temperature Alert": "ABNORMAL" }, { "Patient Number": 3, "Heart Rate (bpm)": 90, "SpO2 Level (%)": 85, "Systolic Blood Pressure (mmHg)": 139, "Diastolic Blood Pressure (mmHg)": 57, "Body Temperature (\u00b0C)": 37.0, "Fall Detection": "No", "Predicted Disease": "Asthma", "Data Accuracy (%)": 98, "Heart Rate Alert": "NORMAL", "SpO2 Level Alert": "ABNORMAL", "Blood Pressure Alert": "NORMAL", "Temperature Alert": "NORMAL" }, { "Patient Number": 4, "Heart Rate (bpm)": 102, "SpO2 Level (%)": 87, "Systolic Blood Pressure (mmHg)": 101, "Diastolic Blood Pressure (mmHg)": 77, "Body Temperature (\u00b0C)": 36.4, "Fall Detection": "No", "Predicted Disease": "Asthma", "Data Accuracy (%)": 87, "Heart Rate Alert": "ABNORMAL", "SpO2 Level Alert": "ABNORMAL", "Blood Pressure Alert": "NORMAL", "Temperature Alert": "NORMAL" }, { "Patient Number": 5, "Heart Rate (bpm)": 81, "SpO2 Level (%)": 95, "Systolic Blood Pressure (mmHg)": 172, "Diastolic Blood Pressure (mmHg)": 119, "Body Temperature (\u00b0C)": 37.7, "Fall Detection": "No", "Predicted Disease": "Hypertension", "Data Accuracy (%)": 88, "Heart Rate Alert": "NORMAL", "SpO2 Level Alert": "NORMAL", "Blood Pressure Alert": "ABNORMAL", "Temperature Alert": "ABNORMAL" }, { "Patient Number": 6, "Heart Rate (bpm)": 104, "SpO2 Level (%)": 97, "Systolic Blood Pressure (mmHg)": 178, "Diastolic Blood Pressure (mmHg)": 97, "Body Temperature (\u00b0C)": 36.9, "Fall Detection": "No", "Predicted Disease": "Heart Disease", "Data Accuracy (%)": 100, "Heart Rate Alert": "ABNORMAL", "SpO2 Level Alert": "NORMAL", "Blood Pressure Alert": "ABNORMAL", "Temperature Alert": "NORMAL" }, { "Patient Number": 7, "Heart Rate (bpm)": 120, "SpO2 Level (%)": 97, "Systolic Blood Pressure (mmHg)": 169, "Diastolic Blood Pressure (mmHg)": 102, "Body Temperature (\u00b0C)": 36.9, "Fall Detection": "No", "Predicted Disease": "Heart Disease", "Data Accuracy (%)": 99, "Heart Rate Alert": "ABNORMAL", "SpO2 Level Alert": "NORMAL", "Blood Pressure Alert": "ABNORMAL", "Temperature Alert": "NORMAL" }, { "Patient Number": 8, "Heart Rate (bpm)": 116, "SpO2 Level (%)": 93, "Systolic Blood Pressure (mmHg)": 142, "Diastolic Blood Pressure (mmHg)": 105, "Body Temperature (\u00b0C)": 37.3, "Fall Detection": "No", "Predicted Disease": "Heart Disease", "Data Accuracy (%)": 89, "Heart Rate Alert": "ABNORMAL", "SpO2 Level Alert": "ABNORMAL", "Blood Pressure Alert": "ABNORMAL", "Temperature Alert": "NORMAL" }, { "Patient Number": 9, "Heart Rate (bpm)": 115, "SpO2 Level (%)": 97, "Systolic Blood Pressure (mmHg)": 140, "Diastolic Blood Pressure (mmHg)": 108, "Body Temperature (\u00b0C)": 37.5, "Fall Detection": "No", "Predicted Disease": "Heart Disease", "Data Accuracy (%)": 100, "Heart Rate Alert": "ABNORMAL", "SpO2 Level Alert": "NORMAL", "Blood Pressure Alert": "ABNORMAL", "Temperature Alert": "NORMAL" }, { "Patient Number": 10, "Heart Rate (bpm)": 105, "SpO2 Level (%)": 98, "Systolic Blood Pressure (mmHg)": 173, "Diastolic Blood Pressure (mmHg)": 93, "Body Temperature (\u00b0C)": 37.0, "Fall Detection": "No", "Predicted Disease": "Heart Disease", "Data Accuracy (%)": 87, "Heart Rate Alert": "ABNORMAL", "SpO2 Level Alert": "NORMAL", "Blood Pressure Alert": "ABNORMAL", "Temperature Alert": "NORMAL" }, { "Patient Number": 11, "Heart Rate (bpm)": 86, "SpO2 Level (%)": 93, "Systolic Blood Pressure (mmHg)": 108, "Diastolic Blood Pressure (mmHg)": 50, "Body Temperature (\u00b0C)": 37.7, "Fall Detection": "No", "Predicted Disease": "Diabetes Mellitus", "Data Accuracy (%)": 97, "Heart Rate Alert": "NORMAL", "SpO2 Level Alert": "ABNORMAL", "Blood Pressure Alert": "NORMAL", "Temperature Alert": "ABNORMAL" }, { "Patient Number": 12, "Heart Rate (bpm)": 109, "SpO2 Level (%)": 89, "Systolic Blood Pressure (mmHg)": 117, "Diastolic Blood Pressure (mmHg)": 54, "Body Temperature (\u00b0C)": 37.7, "Fall Detection": "No", "Predicted Disease": "Asthma", "Data Accuracy (%)": 95, "Heart Rate Alert": "ABNORMAL", "SpO2 Level Alert": "ABNORMAL", "Blood Pressure Alert": "NORMAL", "Temperature Alert": "ABNORMAL" }, { "Patient Number": 13, "Heart Rate (bpm)": 103, "SpO2 Level (%)": 100, "Systolic Blood Pressure (mmHg)": 136, "Diastolic Blood Pressure (mmHg)": 114, "Body Temperature (\u00b0C)": 37.2, "Fall Detection": "No", "Predicted Disease": "Diabetes Mellitus", "Data Accuracy (%)": 94, "Heart Rate Alert": "ABNORMAL", "SpO2 Level Alert": "NORMAL", "Blood Pressure Alert": "ABNORMAL", "Temperature Alert": "NORMAL" }, { "Patient Number": 14, "Heart Rate (bpm)": 56, "SpO2 Level (%)": 96, "Systolic Blood Pressure (mmHg)": 149, "Diastolic Blood Pressure (mmHg)": 114, "Body Temperature (\u00b0C)": 36.5, "Fall Detection": "No", "Predicted Disease": "Hypertension", "Data Accuracy (%)": 96, "Heart Rate Alert": "ABNORMAL", "SpO2 Level Alert": "NORMAL", "Blood Pressure Alert": "ABNORMAL", "Temperature Alert": "NORMAL" }, { "Patient Number": 15, "Heart Rate (bpm)": 59, "SpO2 Level (%)": 94, "Systolic Blood Pressure (mmHg)": 158, "Diastolic Blood Pressure (mmHg)": 119, "Body Temperature (\u00b0C)": 36.0, "Fall Detection": "No", "Predicted Disease": "Hypertension", "Data Accuracy (%)": 88, "Heart Rate Alert": "ABNORMAL", "SpO2 Level Alert": "ABNORMAL", "Blood Pressure Alert": "ABNORMAL", "Temperature Alert": "NORMAL" }, { "Patient Number": 16, "Heart Rate (bpm)": 68, "SpO2 Level (%)": 97, "Systolic Blood Pressure (mmHg)": 114, "Diastolic Blood Pressure (mmHg)": 71, "Body Temperature (\u00b0C)": 36.5, "Fall Detection": "No", "Predicted Disease": "Healthy", "Data Accuracy (%)": 93, "Heart Rate Alert": "NORMAL", "SpO2 Level Alert": "NORMAL", "Blood Pressure Alert": "NORMAL", "Temperature Alert": "NORMAL" }, { "Patient Number": 17, "Heart Rate (bpm)": 100, "SpO2 Level (%)": 93, "Systolic Blood Pressure (mmHg)": 153, "Diastolic Blood Pressure (mmHg)": 71, "Body Temperature (\u00b0C)": 37.9, "Fall Detection": "No", "Predicted Disease": "Asthma", "Data Accuracy (%)": 85, "Heart Rate Alert": "NORMAL", "SpO2 Level Alert": "ABNORMAL", "Blood Pressure Alert": "ABNORMAL", "Temperature Alert": "ABNORMAL" }, { "Patient Number": 18, "Heart Rate (bpm)": 109, "SpO2 Level (%)": 99, "Systolic Blood Pressure (mmHg)": 163, "Diastolic Blood Pressure (mmHg)": 76, "Body Temperature (\u00b0C)": 38.1, "Fall Detection": "No", "Predicted Disease": "Diabetes Mellitus", "Data Accuracy (%)": 94, "Heart Rate Alert": "ABNORMAL", "SpO2 Level Alert": "NORMAL", "Blood Pressure Alert": "ABNORMAL", "Temperature Alert": "ABNORMAL" }, { "Patient Number": 19, "Heart Rate (bpm)": 76, "SpO2 Level (%)": 97, "Systolic Blood Pressure (mmHg)": 112, "Diastolic Blood Pressure (mmHg)": 72, "Body Temperature (\u00b0C)": 36.9, "Fall Detection": "No", "Predicted Disease": "Healthy", "Data Accuracy (%)": 85, "Heart Rate Alert": "NORMAL", "SpO2 Level Alert": "NORMAL", "Blood Pressure Alert": "NORMAL", "Temperature Alert": "NORMAL" }, { "Patient Number": 20, "Heart Rate (bpm)": 106, "SpO2 Level (%)": 85, "Systolic Blood Pressure (mmHg)": 90, "Diastolic Blood Pressure (mmHg)": 76, "Body Temperature (\u00b0C)": 37.0, "Fall Detection": "Yes", "Predicted Disease": "Asthma", "Data Accuracy (%)": 90, "Heart Rate Alert": "ABNORMAL", "SpO2 Level Alert": "ABNORMAL", "Blood Pressure Alert": "NORMAL", "Temperature Alert": "NORMAL" }, { "Patient Number": 21, "Heart Rate (bpm)": 100, "SpO2 Level (%)": 100, "Systolic Blood Pressure (mmHg)": 145, "Diastolic Blood Pressure (mmHg)": 97, "Body Temperature (\u00b0C)": 36.9, "Fall Detection": "No", "Predicted Disease": "Heart Disease", "Data Accuracy (%)": 97, "Heart Rate Alert": "NORMAL", "SpO2 Level Alert": "NORMAL", "Blood Pressure Alert": "ABNORMAL", "Temperature Alert": "NORMAL" }, { "Patient Number": 22, "Heart Rate (bpm)": 61, "SpO2 Level (%)": 99, "Systolic Blood Pressure (mmHg)": 112, "Diastolic Blood Pressure (mmHg)": 74, "Body Temperature (\u00b0C)": 37.0, "Fall Detection": "No", "Predicted Disease": "Healthy", "Data Accuracy (%)": 96, "Heart Rate Alert": "NORMAL", "SpO2 Level Alert": "NORMAL", "Blood Pressure Alert": "NORMAL", "Temperature Alert": "NORMAL" }, { "Patient Number": 23, "Heart Rate (bpm)": 64, "SpO2 Level (%)": 96, "Systolic Blood Pressure (mmHg)": 118, "Diastolic Blood Pressure (mmHg)": 71, "Body Temperature (\u00b0C)": 37.0, "Fall Detection": "Yes", "Predicted Disease": "Healthy", "Data Accuracy (%)": 85, "Heart Rate Alert": "NORMAL", "SpO2 Level Alert": "NORMAL", "Blood Pressure Alert": "NORMAL", "Temperature Alert": "NORMAL" }, { "Patient Number": 24, "Heart Rate (bpm)": 63, "SpO2 Level (%)": 97, "Systolic Blood Pressure (mmHg)": 175, "Diastolic Blood Pressure (mmHg)": 129, "Body Temperature (\u00b0C)": 35.8, "Fall Detection": "No", "Predicted Disease": "Hypertension", "Data Accuracy (%)": 92, "Heart Rate Alert": "NORMAL", "SpO2 Level Alert": "NORMAL", "Blood Pressure Alert": "ABNORMAL", "Temperature Alert": "NORMAL" }, { "Patient Number": 25, "Heart Rate (bpm)": 88, "SpO2 Level (%)": 96, "Systolic Blood Pressure (mmHg)": 102, "Diastolic Blood Pressure (mmHg)": 89, "Body Temperature (\u00b0C)": 38.2, "Fall Detection": "No", "Predicted Disease": "Diabetes Mellitus", "Data Accuracy (%)": 86, "Heart Rate Alert": "NORMAL", "SpO2 Level Alert": "NORMAL", "Blood Pressure Alert": "NORMAL", "Temperature Alert": "ABNORMAL" }, { "Patient Number": 26, "Heart Rate (bpm)": 106, "SpO2 Level (%)": 94, "Systolic Blood Pressure (mmHg)": 123, "Diastolic Blood Pressure (mmHg)": 59, "Body Temperature (\u00b0C)": 38.2, "Fall Detection": "No", "Predicted Disease": "Diabetes Mellitus", "Data Accuracy (%)": 99, "Heart Rate Alert": "ABNORMAL", "SpO2 Level Alert": "ABNORMAL", "Blood Pressure Alert": "NORMAL", "Temperature Alert": "ABNORMAL" }, { "Patient Number": 27, "Heart Rate (bpm)": 72, "SpO2 Level (%)": 96, "Systolic Blood Pressure (mmHg)": 110, "Diastolic Blood Pressure (mmHg)": 74, "Body Temperature (\u00b0C)": 36.9, "Fall Detection": "No", "Predicted Disease": "Healthy", "Data Accuracy (%)": 96, "Heart Rate Alert": "NORMAL", "SpO2 Level Alert": "NORMAL", "Blood Pressure Alert": "NORMAL", "Temperature Alert": "NORMAL" }, { "Patient Number": 28, "Heart Rate (bpm)": 88, "SpO2 Level (%)": 97, "Systolic Blood Pressure (mmHg)": 112, "Diastolic Blood Pressure (mmHg)": 75, "Body Temperature (\u00b0C)": 36.5, "Fall Detection": "No", "Predicted Disease": "Healthy", "Data Accuracy (%)": 87, "Heart Rate Alert": "NORMAL", "SpO2 Level Alert": "NORMAL", "Blood Pressure Alert": "NORMAL", "Temperature Alert": "NORMAL" }, { "Patient Number": 29, "Heart Rate (bpm)": 88, "SpO2 Level (%)": 99, "Systolic Blood Pressure (mmHg)": 117, "Diastolic Blood Pressure (mmHg)": 73, "Body Temperature (\u00b0C)": 36.5, "Fall Detection": "No", "Predicted Disease": "Healthy", "Data Accuracy (%)": 96, "Heart Rate Alert": "NORMAL", "SpO2 Level Alert": "NORMAL", "Blood Pressure Alert": "NORMAL", "Temperature Alert": "NORMAL" }, { "Patient Number": 30, "Heart Rate (bpm)": 106, "SpO2 Level (%)": 92, "Systolic Blood Pressure (mmHg)": 142, "Diastolic Blood Pressure (mmHg)": 99, "Body Temperature (\u00b0C)": 37.2, "Fall Detection": "No", "Predicted Disease": "Asthma", "Data Accuracy (%)": 94, "Heart Rate Alert": "ABNORMAL", "SpO2 Level Alert": "ABNORMAL", "Blood Pressure Alert": "ABNORMAL", "Temperature Alert": "NORMAL" }, { "Patient Number": 31, "Heart Rate (bpm)": 95, "SpO2 Level (%)": 96, "Systolic Blood Pressure (mmHg)": 108, "Diastolic Blood Pressure (mmHg)": 89, "Body Temperature (\u00b0C)": 38.2, "Fall Detection": "No", "Predicted Disease": "Diabetes Mellitus", "Data Accuracy (%)": 97, "Heart Rate Alert": "NORMAL", "SpO2 Level Alert": "NORMAL", "Blood Pressure Alert": "NORMAL", "Temperature Alert": "ABNORMAL" }, { "Patient Number": 32, "Heart Rate (bpm)": 89, "SpO2 Level (%)": 97, "Systolic Blood Pressure (mmHg)": 111, "Diastolic Blood Pressure (mmHg)": 77, "Body Temperature (\u00b0C)": 36.8, "Fall Detection": "No", "Predicted Disease": "Healthy", "Data Accuracy (%)": 97, "Heart Rate Alert": "NORMAL", "SpO2 Level Alert": "NORMAL", "Blood Pressure Alert": "NORMAL", "Temperature Alert": "NORMAL" }, { "Patient Number": 33, "Heart Rate (bpm)": 78, "SpO2 Level (%)": 99, "Systolic Blood Pressure (mmHg)": 113, "Diastolic Blood Pressure (mmHg)": 76, "Body Temperature (\u00b0C)": 36.6, "Fall Detection": "No", "Predicted Disease": "Healthy", "Data Accuracy (%)": 99, "Heart Rate Alert": "NORMAL", "SpO2 Level Alert": "NORMAL", "Blood Pressure Alert": "NORMAL", "Temperature Alert": "NORMAL" }, { "Patient Number": 34, "Heart Rate (bpm)": 138, "SpO2 Level (%)": 99, "Systolic Blood Pressure (mmHg)": 141, "Diastolic Blood Pressure (mmHg)": 100, "Body Temperature (\u00b0C)": 36.0, "Fall Detection": "No", "Predicted Disease": "Heart Disease", "Data Accuracy (%)": 98, "Heart Rate Alert": "ABNORMAL", "SpO2 Level Alert": "NORMAL", "Blood Pressure Alert": "ABNORMAL", "Temperature Alert": "NORMAL" }, { "Patient Number": 35, "Heart Rate (bpm)": 101, "SpO2 Level (%)": 98, "Systolic Blood Pressure (mmHg)": 142, "Diastolic Blood Pressure (mmHg)": 77, "Body Temperature (\u00b0C)": 38.1, "Fall Detection": "No", "Predicted Disease": "Diabetes Mellitus", "Data Accuracy (%)": 96, "Heart Rate Alert": "ABNORMAL", "SpO2 Level Alert": "NORMAL", "Blood Pressure Alert": "ABNORMAL", "Temperature Alert": "ABNORMAL" }, { "Patient Number": 36, "Heart Rate (bpm)": 104, "SpO2 Level (%)": 95, "Systolic Blood Pressure (mmHg)": 132, "Diastolic Blood Pressure (mmHg)": 97, "Body Temperature (\u00b0C)": 37.5, "Fall Detection": "No", "Predicted Disease": "Diabetes Mellitus", "Data Accuracy (%)": 89, "Heart Rate Alert": "ABNORMAL", "SpO2 Level Alert": "NORMAL", "Blood Pressure Alert": "ABNORMAL", "Temperature Alert": "NORMAL" }, { "Patient Number": 37, "Heart Rate (bpm)": 88, "SpO2 Level (%)": 92, "Systolic Blood Pressure (mmHg)": 197, "Diastolic Blood Pressure (mmHg)": 110, "Body Temperature (\u00b0C)": 37.7, "Fall Detection": "No", "Predicted Disease": "Hypertension", "Data Accuracy (%)": 100, "Heart Rate Alert": "NORMAL", "SpO2 Level Alert": "ABNORMAL", "Blood Pressure Alert": "ABNORMAL", "Temperature Alert": "ABNORMAL" }, { "Patient Number": 38, "Heart Rate (bpm)": 107, "SpO2 Level (%)": 95, "Systolic Blood Pressure (mmHg)": 139, "Diastolic Blood Pressure (mmHg)": 71, "Body Temperature (\u00b0C)": 37.7, "Fall Detection": "No", "Predicted Disease": "Diabetes Mellitus", "Data Accuracy (%)": 86, "Heart Rate Alert": "ABNORMAL", "SpO2 Level Alert": "NORMAL", "Blood Pressure Alert": "NORMAL", "Temperature Alert": "ABNORMAL" }, { "Patient Number": 39, "Heart Rate (bpm)": 98, "SpO2 Level (%)": 86, "Systolic Blood Pressure (mmHg)": 139, "Diastolic Blood Pressure (mmHg)": 54, "Body Temperature (\u00b0C)": 35.9, "Fall Detection": "No", "Predicted Disease": "Asthma", "Data Accuracy (%)": 98, "Heart Rate Alert": "NORMAL", "SpO2 Level Alert": "ABNORMAL", "Blood Pressure Alert": "NORMAL", "Temperature Alert": "NORMAL" }, { "Patient Number": 40, "Heart Rate (bpm)": 88, "SpO2 Level (%)": 97, "Systolic Blood Pressure (mmHg)": 119, "Diastolic Blood Pressure (mmHg)": 73, "Body Temperature (\u00b0C)": 36.8, "Fall Detection": "No", "Predicted Disease": "Healthy", "Data Accuracy (%)": 94, "Heart Rate Alert": "NORMAL", "SpO2 Level Alert": "NORMAL", "Blood Pressure Alert": "NORMAL", "Temperature Alert": "NORMAL" }, { "Patient Number": 41, "Heart Rate (bpm)": 110, "SpO2 Level (%)": 98, "Systolic Blood Pressure (mmHg)": 150, "Diastolic Blood Pressure (mmHg)": 97, "Body Temperature (\u00b0C)": 37.3, "Fall Detection": "No", "Predicted Disease": "Heart Disease", "Data Accuracy (%)": 88, "Heart Rate Alert": "ABNORMAL", "SpO2 Level Alert": "NORMAL", "Blood Pressure Alert": "ABNORMAL", "Temperature Alert": "NORMAL" }, { "Patient Number": 42, "Heart Rate (bpm)": 97, "SpO2 Level (%)": 89, "Systolic Blood Pressure (mmHg)": 120, "Diastolic Blood Pressure (mmHg)": 78, "Body Temperature (\u00b0C)": 36.6, "Fall Detection": "Yes", "Predicted Disease": "Asthma", "Data Accuracy (%)": 90, "Heart Rate Alert": "NORMAL", "SpO2 Level Alert": "ABNORMAL", "Blood Pressure Alert": "NORMAL", "Temperature Alert": "NORMAL" }, { "Patient Number": 43, "Heart Rate (bpm)": 83, "SpO2 Level (%)": 96, "Systolic Blood Pressure (mmHg)": 172, "Diastolic Blood Pressure (mmHg)": 102, "Body Temperature (\u00b0C)": 36.8, "Fall Detection": "No", "Predicted Disease": "Hypertension", "Data Accuracy (%)": 100, "Heart Rate Alert": "NORMAL", "SpO2 Level Alert": "NORMAL", "Blood Pressure Alert": "ABNORMAL", "Temperature Alert": "NORMAL" }, { "Patient Number": 44, "Heart Rate (bpm)": 108, "SpO2 Level (%)": 93, "Systolic Blood Pressure (mmHg)": 142, "Diastolic Blood Pressure (mmHg)": 85, "Body Temperature (\u00b0C)": 37.9, "Fall Detection": "No", "Predicted Disease": "Asthma", "Data Accuracy (%)": 99, "Heart Rate Alert": "ABNORMAL", "SpO2 Level Alert": "ABNORMAL", "Blood Pressure Alert": "ABNORMAL", "Temperature Alert": "ABNORMAL" }, { "Patient Number": 45, "Heart Rate (bpm)": 102, "SpO2 Level (%)": 87, "Systolic Blood Pressure (mmHg)": 117, "Diastolic Blood Pressure (mmHg)": 77, "Body Temperature (\u00b0C)": 37.2, "Fall Detection": "Yes", "Predicted Disease": "Asthma", "Data Accuracy (%)": 92, "Heart Rate Alert": "ABNORMAL", "SpO2 Level Alert": "ABNORMAL", "Blood Pressure Alert": "NORMAL", "Temperature Alert": "NORMAL" }, { "Patient Number": 46, "Heart Rate (bpm)": 96, "SpO2 Level (%)": 97, "Systolic Blood Pressure (mmHg)": 110, "Diastolic Blood Pressure (mmHg)": 72, "Body Temperature (\u00b0C)": 37.9, "Fall Detection": "No", "Predicted Disease": "Diabetes Mellitus", "Data Accuracy (%)": 99, "Heart Rate Alert": "NORMAL", "SpO2 Level Alert": "NORMAL", "Blood Pressure Alert": "NORMAL", "Temperature Alert": "ABNORMAL" }, { "Patient Number": 47, "Heart Rate (bpm)": 128, "SpO2 Level (%)": 100, "Systolic Blood Pressure (mmHg)": 162, "Diastolic Blood Pressure (mmHg)": 95, "Body Temperature (\u00b0C)": 36.8, "Fall Detection": "No", "Predicted Disease": "Heart Disease", "Data Accuracy (%)": 98, "Heart Rate Alert": "ABNORMAL", "SpO2 Level Alert": "NORMAL", "Blood Pressure Alert": "ABNORMAL", "Temperature Alert": "NORMAL" }, { "Patient Number": 48, "Heart Rate (bpm)": 95, "SpO2 Level (%)": 88, "Systolic Blood Pressure (mmHg)": 119, "Diastolic Blood Pressure (mmHg)": 83, "Body Temperature (\u00b0C)": 37.2, "Fall Detection": "No", "Predicted Disease": "Asthma", "Data Accuracy (%)": 90, "Heart Rate Alert": "NORMAL", "SpO2 Level Alert": "ABNORMAL", "Blood Pressure Alert": "NORMAL", "Temperature Alert": "NORMAL" }, { "Patient Number": 49, "Heart Rate (bpm)": 63, "SpO2 Level (%)": 99, "Systolic Blood Pressure (mmHg)": 118, "Diastolic Blood Pressure (mmHg)": 79, "Body Temperature (\u00b0C)": 36.7, "Fall Detection": "No", "Predicted Disease": "Healthy", "Data Accuracy (%)": 90, "Heart Rate Alert": "NORMAL", "SpO2 Level Alert": "NORMAL", "Blood Pressure Alert": "NORMAL", "Temperature Alert": "NORMAL" }, { "Patient Number": 50, "Heart Rate (bpm)": 58, "SpO2 Level (%)": 99, "Systolic Blood Pressure (mmHg)": 150, "Diastolic Blood Pressure (mmHg)": 125, "Body Temperature (\u00b0C)": 36.6, "Fall Detection": "No", "Predicted Disease": "Hypertension", "Data Accuracy (%)": 85, "Heart Rate Alert": "ABNORMAL", "SpO2 Level Alert": "NORMAL", "Blood Pressure Alert": "ABNORMAL", "Temperature Alert": "NORMAL" }, { "Patient Number": 51, "Heart Rate (bpm)": 107, "SpO2 Level (%)": 90, "Systolic Blood Pressure (mmHg)": 136, "Diastolic Blood Pressure (mmHg)": 84, "Body Temperature (\u00b0C)": 36.5, "Fall Detection": "No", "Predicted Disease": "Asthma", "Data Accuracy (%)": 97, "Heart Rate Alert": "ABNORMAL", "SpO2 Level Alert": "ABNORMAL", "Blood Pressure Alert": "NORMAL", "Temperature Alert": "NORMAL" }, { "Patient Number": 52, "Heart Rate (bpm)": 94, "SpO2 Level (%)": 91, "Systolic Blood Pressure (mmHg)": 112, "Diastolic Blood Pressure (mmHg)": 95, "Body Temperature (\u00b0C)": 37.9, "Fall Detection": "No", "Predicted Disease": "Diabetes Mellitus", "Data Accuracy (%)": 88, "Heart Rate Alert": "NORMAL", "SpO2 Level Alert": "ABNORMAL", "Blood Pressure Alert": "ABNORMAL", "Temperature Alert": "ABNORMAL" }, { "Patient Number": 53, "Heart Rate (bpm)": 103, "SpO2 Level (%)": 100, "Systolic Blood Pressure (mmHg)": 154, "Diastolic Blood Pressure (mmHg)": 89, "Body Temperature (\u00b0C)": 38.4, "Fall Detection": "No", "Predicted Disease": "Diabetes Mellitus", "Data Accuracy (%)": 98, "Heart Rate Alert": "ABNORMAL", "SpO2 Level Alert": "NORMAL", "Blood Pressure Alert": "ABNORMAL", "Temperature Alert": "ABNORMAL" }, { "Patient Number": 54, "Heart Rate (bpm)": 94, "SpO2 Level (%)": 88, "Systolic Blood Pressure (mmHg)": 162, "Diastolic Blood Pressure (mmHg)": 107, "Body Temperature (\u00b0C)": 36.4, "Fall Detection": "No", "Predicted Disease": "Hypertension", "Data Accuracy (%)": 94, "Heart Rate Alert": "NORMAL", "SpO2 Level Alert": "ABNORMAL", "Blood Pressure Alert": "ABNORMAL", "Temperature Alert": "NORMAL" }, { "Patient Number": 55, "Heart Rate (bpm)": 100, "SpO2 Level (%)": 97, "Systolic Blood Pressure (mmHg)": 189, "Diastolic Blood Pressure (mmHg)": 104, "Body Temperature (\u00b0C)": 37.6, "Fall Detection": "No", "Predicted Disease": "Hypertension", "Data Accuracy (%)": 90, "Heart Rate Alert": "NORMAL", "SpO2 Level Alert": "NORMAL", "Blood Pressure Alert": "ABNORMAL", "Temperature Alert": "ABNORMAL" }, { "Patient Number": 56, "Heart Rate (bpm)": 98, "SpO2 Level (%)": 96, "Systolic Blood Pressure (mmHg)": 185, "Diastolic Blood Pressure (mmHg)": 118, "Body Temperature (\u00b0C)": 36.5, "Fall Detection": "No", "Predicted Disease": "Hypertension", "Data Accuracy (%)": 91, "Heart Rate Alert": "NORMAL", "SpO2 Level Alert": "NORMAL", "Blood Pressure Alert": "ABNORMAL", "Temperature Alert": "NORMAL" }, { "Patient Number": 57, "Heart Rate (bpm)": 95, "SpO2 Level (%)": 86, "Systolic Blood Pressure (mmHg)": 152, "Diastolic Blood Pressure (mmHg)": 72, "Body Temperature (\u00b0C)": 37.3, "Fall Detection": "Yes", "Predicted Disease": "Asthma", "Data Accuracy (%)": 91, "Heart Rate Alert": "NORMAL", "SpO2 Level Alert": "ABNORMAL", "Blood Pressure Alert": "ABNORMAL", "Temperature Alert": "NORMAL" }, { "Patient Number": 58, "Heart Rate (bpm)": 74, "SpO2 Level (%)": 97, "Systolic Blood Pressure (mmHg)": 114, "Diastolic Blood Pressure (mmHg)": 74, "Body Temperature (\u00b0C)": 36.9, "Fall Detection": "No", "Predicted Disease": "Healthy", "Data Accuracy (%)": 85, "Heart Rate Alert": "NORMAL", "SpO2 Level Alert": "NORMAL", "Blood Pressure Alert": "NORMAL", "Temperature Alert": "NORMAL" }, { "Patient Number": 59, "Heart Rate (bpm)": 91, "SpO2 Level (%)": 94, "Systolic Blood Pressure (mmHg)": 161, "Diastolic Blood Pressure (mmHg)": 96, "Body Temperature (\u00b0C)": 37.4, "Fall Detection": "No", "Predicted Disease": "Diabetes Mellitus", "Data Accuracy (%)": 96, "Heart Rate Alert": "NORMAL", "SpO2 Level Alert": "ABNORMAL", "Blood Pressure Alert": "ABNORMAL", "Temperature Alert": "NORMAL" }, { "Patient Number": 60, "Heart Rate (bpm)": 99, "SpO2 Level (%)": 95, "Systolic Blood Pressure (mmHg)": 171, "Diastolic Blood Pressure (mmHg)": 98, "Body Temperature (\u00b0C)": 36.0, "Fall Detection": "No", "Predicted Disease": "Hypertension", "Data Accuracy (%)": 99, "Heart Rate Alert": "NORMAL", "SpO2 Level Alert": "NORMAL", "Blood Pressure Alert": "ABNORMAL", "Temperature Alert": "NORMAL" }, { "Patient Number": 61, "Heart Rate (bpm)": 139, "SpO2 Level (%)": 100, "Systolic Blood Pressure (mmHg)": 159, "Diastolic Blood Pressure (mmHg)": 97, "Body Temperature (\u00b0C)": 36.2, "Fall Detection": "Yes", "Predicted Disease": "Heart Disease", "Data Accuracy (%)": 92, "Heart Rate Alert": "ABNORMAL", "SpO2 Level Alert": "NORMAL", "Blood Pressure Alert": "ABNORMAL", "Temperature Alert": "NORMAL" }, { "Patient Number": 62, "Heart Rate (bpm)": 69, "SpO2 Level (%)": 99, "Systolic Blood Pressure (mmHg)": 115, "Diastolic Blood Pressure (mmHg)": 71, "Body Temperature (\u00b0C)": 36.9, "Fall Detection": "No", "Predicted Disease": "Healthy", "Data Accuracy (%)": 98, "Heart Rate Alert": "NORMAL", "SpO2 Level Alert": "NORMAL", "Blood Pressure Alert": "NORMAL", "Temperature Alert": "NORMAL" }, { "Patient Number": 63, "Heart Rate (bpm)": 87, "SpO2 Level (%)": 100, "Systolic Blood Pressure (mmHg)": 139, "Diastolic Blood Pressure (mmHg)": 73, "Body Temperature (\u00b0C)": 38.1, "Fall Detection": "No", "Predicted Disease": "Diabetes Mellitus", "Data Accuracy (%)": 99, "Heart Rate Alert": "NORMAL", "SpO2 Level Alert": "NORMAL", "Blood Pressure Alert": "NORMAL", "Temperature Alert": "ABNORMAL" }, { "Patient Number": 64, "Heart Rate (bpm)": 77, "SpO2 Level (%)": 97, "Systolic Blood Pressure (mmHg)": 111, "Diastolic Blood Pressure (mmHg)": 74, "Body Temperature (\u00b0C)": 36.6, "Fall Detection": "No", "Predicted Disease": "Healthy", "Data Accuracy (%)": 85, "Heart Rate Alert": "NORMAL", "SpO2 Level Alert": "NORMAL", "Blood Pressure Alert": "NORMAL", "Temperature Alert": "NORMAL" }, { "Patient Number": 65, "Heart Rate (bpm)": 102, "SpO2 Level (%)": 96, "Systolic Blood Pressure (mmHg)": 115, "Diastolic Blood Pressure (mmHg)": 86, "Body Temperature (\u00b0C)": 37.9, "Fall Detection": "No", "Predicted Disease": "Diabetes Mellitus", "Data Accuracy (%)": 85, "Heart Rate Alert": "ABNORMAL", "SpO2 Level Alert": "NORMAL", "Blood Pressure Alert": "NORMAL", "Temperature Alert": "ABNORMAL" }, { "Patient Number": 66, "Heart Rate (bpm)": 105, "SpO2 Level (%)": 92, "Systolic Blood Pressure (mmHg)": 166, "Diastolic Blood Pressure (mmHg)": 118, "Body Temperature (\u00b0C)": 35.7, "Fall Detection": "No", "Predicted Disease": "Hypertension", "Data Accuracy (%)": 100, "Heart Rate Alert": "ABNORMAL", "SpO2 Level Alert": "ABNORMAL", "Blood Pressure Alert": "ABNORMAL", "Temperature Alert": "NORMAL" }, { "Patient Number": 67, "Heart Rate (bpm)": 94, "SpO2 Level (%)": 93, "Systolic Blood Pressure (mmHg)": 152, "Diastolic Blood Pressure (mmHg)": 81, "Body Temperature (\u00b0C)": 36.1, "Fall Detection": "No", "Predicted Disease": "Asthma", "Data Accuracy (%)": 100, "Heart Rate Alert": "NORMAL", "SpO2 Level Alert": "ABNORMAL", "Blood Pressure Alert": "ABNORMAL", "Temperature Alert": "NORMAL" }, { "Patient Number": 68, "Heart Rate (bpm)": 67, "SpO2 Level (%)": 97, "Systolic Blood Pressure (mmHg)": 114, "Diastolic Blood Pressure (mmHg)": 70, "Body Temperature (\u00b0C)": 36.7, "Fall Detection": "Yes", "Predicted Disease": "Healthy", "Data Accuracy (%)": 92, "Heart Rate Alert": "NORMAL", "SpO2 Level Alert": "NORMAL", "Blood Pressure Alert": "NORMAL", "Temperature Alert": "NORMAL" }, { "Patient Number": 69, "Heart Rate (bpm)": 90, "SpO2 Level (%)": 97, "Systolic Blood Pressure (mmHg)": 152, "Diastolic Blood Pressure (mmHg)": 101, "Body Temperature (\u00b0C)": 38.2, "Fall Detection": "No", "Predicted Disease": "Hypertension", "Data Accuracy (%)": 86, "Heart Rate Alert": "NORMAL", "SpO2 Level Alert": "NORMAL", "Blood Pressure Alert": "ABNORMAL", "Temperature Alert": "ABNORMAL" }, { "Patient Number": 70, "Heart Rate (bpm)": 124, "SpO2 Level (%)": 93, "Systolic Blood Pressure (mmHg)": 173, "Diastolic Blood Pressure (mmHg)": 104, "Body Temperature (\u00b0C)": 37.1, "Fall Detection": "No", "Predicted Disease": "Heart Disease", "Data Accuracy (%)": 88, "Heart Rate Alert": "ABNORMAL", "SpO2 Level Alert": "ABNORMAL", "Blood Pressure Alert": "ABNORMAL", "Temperature Alert": "NORMAL" }, { "Patient Number": 71, "Heart Rate (bpm)": 76, "SpO2 Level (%)": 98, "Systolic Blood Pressure (mmHg)": 114, "Diastolic Blood Pressure (mmHg)": 75, "Body Temperature (\u00b0C)": 36.9, "Fall Detection": "No", "Predicted Disease": "Healthy", "Data Accuracy (%)": 85, "Heart Rate Alert": "NORMAL", "SpO2 Level Alert": "NORMAL", "Blood Pressure Alert": "NORMAL", "Temperature Alert": "NORMAL" }, { "Patient Number": 72, "Heart Rate (bpm)": 88, "SpO2 Level (%)": 97, "Systolic Blood Pressure (mmHg)": 139, "Diastolic Blood Pressure (mmHg)": 80, "Body Temperature (\u00b0C)": 38.3, "Fall Detection": "No", "Predicted Disease": "Diabetes Mellitus", "Data Accuracy (%)": 86, "Heart Rate Alert": "NORMAL", "SpO2 Level Alert": "NORMAL", "Blood Pressure Alert": "NORMAL", "Temperature Alert": "ABNORMAL" }, { "Patient Number": 73, "Heart Rate (bpm)": 107, "SpO2 Level (%)": 86, "Systolic Blood Pressure (mmHg)": 113, "Diastolic Blood Pressure (mmHg)": 76, "Body Temperature (\u00b0C)": 37.3, "Fall Detection": "No", "Predicted Disease": "Asthma", "Data Accuracy (%)": 94, "Heart Rate Alert": "ABNORMAL", "SpO2 Level Alert": "ABNORMAL", "Blood Pressure Alert": "NORMAL", "Temperature Alert": "NORMAL" }, { "Patient Number": 74, "Heart Rate (bpm)": 117, "SpO2 Level (%)": 93, "Systolic Blood Pressure (mmHg)": 151, "Diastolic Blood Pressure (mmHg)": 102, "Body Temperature (\u00b0C)": 36.8, "Fall Detection": "No", "Predicted Disease": "Heart Disease", "Data Accuracy (%)": 89, "Heart Rate Alert": "ABNORMAL", "SpO2 Level Alert": "ABNORMAL", "Blood Pressure Alert": "ABNORMAL", "Temperature Alert": "NORMAL" }, { "Patient Number": 75, "Heart Rate (bpm)": 90, "SpO2 Level (%)": 93, "Systolic Blood Pressure (mmHg)": 139, "Diastolic Blood Pressure (mmHg)": 65, "Body Temperature (\u00b0C)": 38.0, "Fall Detection": "No", "Predicted Disease": "Diabetes Mellitus", "Data Accuracy (%)": 87, "Heart Rate Alert": "NORMAL", "SpO2 Level Alert": "ABNORMAL", "Blood Pressure Alert": "NORMAL", "Temperature Alert": "ABNORMAL" }, { "Patient Number": 76, "Heart Rate (bpm)": 96, "SpO2 Level (%)": 87, "Systolic Blood Pressure (mmHg)": 123, "Diastolic Blood Pressure (mmHg)": 68, "Body Temperature (\u00b0C)": 36.6, "Fall Detection": "No", "Predicted Disease": "Asthma", "Data Accuracy (%)": 92, "Heart Rate Alert": "NORMAL", "SpO2 Level Alert": "ABNORMAL", "Blood Pressure Alert": "NORMAL", "Temperature Alert": "NORMAL" }, { "Patient Number": 77, "Heart Rate (bpm)": 81, "SpO2 Level (%)": 98, "Systolic Blood Pressure (mmHg)": 103, "Diastolic Blood Pressure (mmHg)": 89, "Body Temperature (\u00b0C)": 38.1, "Fall Detection": "No", "Predicted Disease": "Diabetes Mellitus", "Data Accuracy (%)": 92, "Heart Rate Alert": "NORMAL", "SpO2 Level Alert": "NORMAL", "Blood Pressure Alert": "NORMAL", "Temperature Alert": "ABNORMAL" }, { "Patient Number": 78, "Heart Rate (bpm)": 87, "SpO2 Level (%)": 99, "Systolic Blood Pressure (mmHg)": 115, "Diastolic Blood Pressure (mmHg)": 78, "Body Temperature (\u00b0C)": 36.9, "Fall Detection": "No", "Predicted Disease": "Healthy", "Data Accuracy (%)": 95, "Heart Rate Alert": "NORMAL", "SpO2 Level Alert": "NORMAL", "Blood Pressure Alert": "NORMAL", "Temperature Alert": "NORMAL" }, { "Patient Number": 79, "Heart Rate (bpm)": 130, "SpO2 Level (%)": 93, "Systolic Blood Pressure (mmHg)": 151, "Diastolic Blood Pressure (mmHg)": 93, "Body Temperature (\u00b0C)": 37.1, "Fall Detection": "Yes", "Predicted Disease": "Heart Disease", "Data Accuracy (%)": 99, "Heart Rate Alert": "ABNORMAL", "SpO2 Level Alert": "ABNORMAL", "Blood Pressure Alert": "ABNORMAL", "Temperature Alert": "NORMAL" }, { "Patient Number": 80, "Heart Rate (bpm)": 91, "SpO2 Level (%)": 93, "Systolic Blood Pressure (mmHg)": 122, "Diastolic Blood Pressure (mmHg)": 83, "Body Temperature (\u00b0C)": 37.4, "Fall Detection": "No", "Predicted Disease": "Diabetes Mellitus", "Data Accuracy (%)": 90, "Heart Rate Alert": "NORMAL", "SpO2 Level Alert": "ABNORMAL", "Blood Pressure Alert": "NORMAL", "Temperature Alert": "NORMAL" }, { "Patient Number": 81, "Heart Rate (bpm)": 122, "SpO2 Level (%)": 92, "Systolic Blood Pressure (mmHg)": 151, "Diastolic Blood Pressure (mmHg)": 95, "Body Temperature (\u00b0C)": 37.9, "Fall Detection": "No", "Predicted Disease": "Heart Disease", "Data Accuracy (%)": 96, "Heart Rate Alert": "ABNORMAL", "SpO2 Level Alert": "ABNORMAL", "Blood Pressure Alert": "ABNORMAL", "Temperature Alert": "ABNORMAL" }, { "Patient Number": 82, "Heart Rate (bpm)": 79, "SpO2 Level (%)": 98, "Systolic Blood Pressure (mmHg)": 114, "Diastolic Blood Pressure (mmHg)": 74, "Body Temperature (\u00b0C)": 36.6, "Fall Detection": "No", "Predicted Disease": "Healthy", "Data Accuracy (%)": 95, "Heart Rate Alert": "NORMAL", "SpO2 Level Alert": "NORMAL", "Blood Pressure Alert": "NORMAL", "Temperature Alert": "NORMAL" }, { "Patient Number": 83, "Heart Rate (bpm)": 98, "SpO2 Level (%)": 96, "Systolic Blood Pressure (mmHg)": 138, "Diastolic Blood Pressure (mmHg)": 80, "Body Temperature (\u00b0C)": 37.4, "Fall Detection": "No", "Predicted Disease": "Diabetes Mellitus", "Data Accuracy (%)": 93, "Heart Rate Alert": "NORMAL", "SpO2 Level Alert": "NORMAL", "Blood Pressure Alert": "NORMAL", "Temperature Alert": "NORMAL" }, { "Patient Number": 84, "Heart Rate (bpm)": 82, "SpO2 Level (%)": 93, "Systolic Blood Pressure (mmHg)": 119, "Diastolic Blood Pressure (mmHg)": 77, "Body Temperature (\u00b0C)": 38.2, "Fall Detection": "No", "Predicted Disease": "Diabetes Mellitus", "Data Accuracy (%)": 93, "Heart Rate Alert": "NORMAL", "SpO2 Level Alert": "ABNORMAL", "Blood Pressure Alert": "NORMAL", "Temperature Alert": "ABNORMAL" }, { "Patient Number": 85, "Heart Rate (bpm)": 97, "SpO2 Level (%)": 100, "Systolic Blood Pressure (mmHg)": 125, "Diastolic Blood Pressure (mmHg)": 62, "Body Temperature (\u00b0C)": 38.2, "Fall Detection": "No", "Predicted Disease": "Diabetes Mellitus", "Data Accuracy (%)": 100, "Heart Rate Alert": "NORMAL", "SpO2 Level Alert": "NORMAL", "Blood Pressure Alert": "NORMAL", "Temperature Alert": "ABNORMAL" }, { "Patient Number": 86, "Heart Rate (bpm)": 102, "SpO2 Level (%)": 85, "Systolic Blood Pressure (mmHg)": 129, "Diastolic Blood Pressure (mmHg)": 57, "Body Temperature (\u00b0C)": 36.5, "Fall Detection": "No", "Predicted Disease": "Asthma", "Data Accuracy (%)": 95, "Heart Rate Alert": "ABNORMAL", "SpO2 Level Alert": "ABNORMAL", "Blood Pressure Alert": "NORMAL", "Temperature Alert": "NORMAL" }, { "Patient Number": 87, "Heart Rate (bpm)": 98, "SpO2 Level (%)": 95, "Systolic Blood Pressure (mmHg)": 179, "Diastolic Blood Pressure (mmHg)": 117, "Body Temperature (\u00b0C)": 39.0, "Fall Detection": "No", "Predicted Disease": "Hypertension", "Data Accuracy (%)": 96, "Heart Rate Alert": "NORMAL", "SpO2 Level Alert": "NORMAL", "Blood Pressure Alert": "ABNORMAL", "Temperature Alert": "ABNORMAL" }, { "Patient Number": 88, "Heart Rate (bpm)": 91, "SpO2 Level (%)": 85, "Systolic Blood Pressure (mmHg)": 90, "Diastolic Blood Pressure (mmHg)": 69, "Body Temperature (\u00b0C)": 35.9, "Fall Detection": "No", "Predicted Disease": "Asthma", "Data Accuracy (%)": 97, "Heart Rate Alert": "NORMAL", "SpO2 Level Alert": "ABNORMAL", "Blood Pressure Alert": "NORMAL", "Temperature Alert": "NORMAL" }, { "Patient Number": 89, "Heart Rate (bpm)": 100, "SpO2 Level (%)": 87, "Systolic Blood Pressure (mmHg)": 91, "Diastolic Blood Pressure (mmHg)": 50, "Body Temperature (\u00b0C)": 37.2, "Fall Detection": "Yes", "Predicted Disease": "Asthma", "Data Accuracy (%)": 97, "Heart Rate Alert": "NORMAL", "SpO2 Level Alert": "ABNORMAL", "Blood Pressure Alert": "NORMAL", "Temperature Alert": "NORMAL" }, { "Patient Number": 90, "Heart Rate (bpm)": 63, "SpO2 Level (%)": 99, "Systolic Blood Pressure (mmHg)": 116, "Diastolic Blood Pressure (mmHg)": 73, "Body Temperature (\u00b0C)": 36.8, "Fall Detection": "No", "Predicted Disease": "Healthy", "Data Accuracy (%)": 100, "Heart Rate Alert": "NORMAL", "SpO2 Level Alert": "NORMAL", "Blood Pressure Alert": "NORMAL", "Temperature Alert": "NORMAL" }, { "Patient Number": 91, "Heart Rate (bpm)": 102, "SpO2 Level (%)": 99, "Systolic Blood Pressure (mmHg)": 120, "Diastolic Blood Pressure (mmHg)": 95, "Body Temperature (\u00b0C)": 37.2, "Fall Detection": "No", "Predicted Disease": "Diabetes Mellitus", "Data Accuracy (%)": 89, "Heart Rate Alert": "ABNORMAL", "SpO2 Level Alert": "NORMAL", "Blood Pressure Alert": "ABNORMAL", "Temperature Alert": "NORMAL" }, { "Patient Number": 92, "Heart Rate (bpm)": 99, "SpO2 Level (%)": 100, "Systolic Blood Pressure (mmHg)": 145, "Diastolic Blood Pressure (mmHg)": 125, "Body Temperature (\u00b0C)": 37.1, "Fall Detection": "No", "Predicted Disease": "Hypertension", "Data Accuracy (%)": 89, "Heart Rate Alert": "NORMAL", "SpO2 Level Alert": "NORMAL", "Blood Pressure Alert": "ABNORMAL", "Temperature Alert": "NORMAL" }, { "Patient Number": 93, "Heart Rate (bpm)": 106, "SpO2 Level (%)": 89, "Systolic Blood Pressure (mmHg)": 97, "Diastolic Blood Pressure (mmHg)": 86, "Body Temperature (\u00b0C)": 37.8, "Fall Detection": "No", "Predicted Disease": "Diabetes Mellitus", "Data Accuracy (%)": 97, "Heart Rate Alert": "ABNORMAL", "SpO2 Level Alert": "ABNORMAL", "Blood Pressure Alert": "NORMAL", "Temperature Alert": "ABNORMAL" }, { "Patient Number": 94, "Heart Rate (bpm)": 129, "SpO2 Level (%)": 97, "Systolic Blood Pressure (mmHg)": 171, "Diastolic Blood Pressure (mmHg)": 105, "Body Temperature (\u00b0C)": 36.8, "Fall Detection": "No", "Predicted Disease": "Heart Disease", "Data Accuracy (%)": 100, "Heart Rate Alert": "ABNORMAL", "SpO2 Level Alert": "NORMAL", "Blood Pressure Alert": "ABNORMAL", "Temperature Alert": "NORMAL" }, { "Patient Number": 95, "Heart Rate (bpm)": 102, "SpO2 Level (%)": 88, "Systolic Blood Pressure (mmHg)": 101, "Diastolic Blood Pressure (mmHg)": 59, "Body Temperature (\u00b0C)": 36.9, "Fall Detection": "No", "Predicted Disease": "Asthma", "Data Accuracy (%)": 96, "Heart Rate Alert": "ABNORMAL", "SpO2 Level Alert": "ABNORMAL", "Blood Pressure Alert": "NORMAL", "Temperature Alert": "NORMAL" }, { "Patient Number": 96, "Heart Rate (bpm)": 106, "SpO2 Level (%)": 94, "Systolic Blood Pressure (mmHg)": 111, "Diastolic Blood Pressure (mmHg)": 98, "Body Temperature (\u00b0C)": 37.9, "Fall Detection": "No", "Predicted Disease": "Diabetes Mellitus", "Data Accuracy (%)": 94, "Heart Rate Alert": "ABNORMAL", "SpO2 Level Alert": "ABNORMAL", "Blood Pressure Alert": "ABNORMAL", "Temperature Alert": "ABNORMAL" }, { "Patient Number": 97, "Heart Rate (bpm)": 92, "SpO2 Level (%)": 86, "Systolic Blood Pressure (mmHg)": 148, "Diastolic Blood Pressure (mmHg)": 85, "Body Temperature (\u00b0C)": 36.4, "Fall Detection": "No", "Predicted Disease": "Asthma", "Data Accuracy (%)": 97, "Heart Rate Alert": "NORMAL", "SpO2 Level Alert": "ABNORMAL", "Blood Pressure Alert": "ABNORMAL", "Temperature Alert": "NORMAL" }, { "Patient Number": 98, "Heart Rate (bpm)": 95, "SpO2 Level (%)": 89, "Systolic Blood Pressure (mmHg)": 131, "Diastolic Blood Pressure (mmHg)": 93, "Body Temperature (\u00b0C)": 37.9, "Fall Detection": "Yes", "Predicted Disease": "Asthma", "Data Accuracy (%)": 99, "Heart Rate Alert": "NORMAL", "SpO2 Level Alert": "ABNORMAL", "Blood Pressure Alert": "ABNORMAL", "Temperature Alert": "ABNORMAL" }, { "Patient Number": 99, "Heart Rate (bpm)": 80, "SpO2 Level (%)": 96, "Systolic Blood Pressure (mmHg)": 118, "Diastolic Blood Pressure (mmHg)": 77, "Body Temperature (\u00b0C)": 37.0, "Fall Detection": "No", "Predicted Disease": "Healthy", "Data Accuracy (%)": 89, "Heart Rate Alert": "NORMAL", "SpO2 Level Alert": "NORMAL", "Blood Pressure Alert": "NORMAL", "Temperature Alert": "NORMAL" }, { "Patient Number": 100, "Heart Rate (bpm)": 81, "SpO2 Level (%)": 95, "Systolic Blood Pressure (mmHg)": 127, "Diastolic Blood Pressure (mmHg)": 67, "Body Temperature (\u00b0C)": 38.5, "Fall Detection": "No", "Predicted Disease": "Diabetes Mellitus", "Data Accuracy (%)": 91, "Heart Rate Alert": "NORMAL", "SpO2 Level Alert": "NORMAL", "Blood Pressure Alert": "NORMAL", "Temperature Alert": "ABNORMAL" } ] };