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Reproducing Time-Conditioned Foreseeing: An EHR-Specific Foundation Model for Irregular Dynamics and Calendrical Time
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Benjamin Senst
bsenst
AI & ML interests
healthcare NLP data science
Recent Activity
updated a Space 1 day ago
ICML-2026-agent-repro/repro-bioagent-bench-an-ai-agent-evaluation-suite-for-bioinformatics published a Space 1 day ago
ICML-2026-agent-repro/repro-bioagent-bench-an-ai-agent-evaluation-suite-for-bioinformatics updated a Space 1 day ago
ICML-2026-agent-repro/repro-structured-multi-modal-graph-disentanglement-for-psychiatric-diagnosisOrganizations
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Reproduction: Quantifying the Generalization Gap in Seizure Detection: A Large-Scale Empirical Benchmark via the SzCORE Challenge
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Reproduction: MedMosaic: A Challenging Large Scale Benchmark of Diverse Medical Audio
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Ma Rag Reproduction
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Reproduction: PPI Candidate Ranking: Large-Scale Evaluation of a Domain Knowledge–Guided Pipeline
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Reproduction: Salus - Strategic Diagnostic Testing for Complex Diagnosis via Multi-Agent Reinforcement Learning
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Reproduction: The Double Dilemma in Multi-Task Radiology Report Generation
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HEARTS: Benchmarking LLM Reasoning on Health Time Series
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Reproduction: SurvDiff: A Diffusion Model for Generating Synthetic Data in Survival Analysis
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Reproduction: Evidential Reasoning Advances Interpretable Real-World Disease Screening
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Reproduction: How (Not) to Hybridize Neural and Mechanistic Models for Epidemiological Forecasting
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Reproduction: CLINIC: Evaluating Multilingual Trustworthiness in Language Models for Healthcare
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Reproduction: PathwayLLM: Explainable Clinical Trajectory Modeling with Structured Pathways for Sepsis Prediction
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Reproduction: Bridging Dynamics and Data: A Unified Diffusion Framework for Mechanistically-Informed Epidemic Forecasting
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Reproduction: MEDA: Medical-Oriented Activation Editing for Hallucination Mitigation in Medical Large Vision-Language Model
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ICML-2026-agent-repro OSF: On Pre-training and Scaling of Sleep Foundation Models
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Reproduction: Modeling Attributional Style at Scale: A Dataset and Analysis for Psychological Attribution Assessment and Reframing
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Reproduction: FunCQNet: A Functional Censored Quantile Neural Network for Predicting Long-Term Post-Transplant Kidney Survival
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ICML-2026-agent-repro Exploring Accurate and Transparent Domain Adaptation in Predictive Healthcare via Concept-Grounded Orthogonal Inference
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Reproduction: SleepLM: Natural-Language Intelligence for Human Sleep
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Reproduction: MedCoG: Maximizing LLM Inference Density in Medical Reasoning via Meta-Cognitive Regulation
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Reproduction: ECG-R1: Protocol-Guided and Modality-Agnostic MLLM for Reliable ECG Interpretation
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Reproduction: ClinTutor-R1
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Reproduction: Physiology as Language: Translating Respiration to EEG during Sleep
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