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+third_dataset/mias-mammography/data/all-mias/mdb195.pgm filter=lfs diff=lfs merge=lfs -text
+third_dataset/mias-mammography/data/all-mias/mdb196.pgm filter=lfs diff=lfs merge=lfs -text
+third_dataset/mias-mammography/data/all-mias/mdb197.pgm filter=lfs diff=lfs merge=lfs -text
+third_dataset/mias-mammography/data/all-mias/mdb198.pgm filter=lfs diff=lfs merge=lfs -text
+third_dataset/mias-mammography/data/all-mias/mdb199.pgm filter=lfs diff=lfs merge=lfs -text
+third_dataset/mias-mammography/data/all-mias/mdb200.pgm filter=lfs diff=lfs merge=lfs -text
+third_dataset/mias-mammography/data/all-mias/mdb201.pgm filter=lfs diff=lfs merge=lfs -text
+third_dataset/mias-mammography/data/all-mias/mdb202.pgm filter=lfs diff=lfs merge=lfs -text
+third_dataset/mias-mammography/data/all-mias/mdb203.pgm filter=lfs diff=lfs merge=lfs -text
+third_dataset/mias-mammography/data/all-mias/mdb204.pgm filter=lfs diff=lfs merge=lfs -text
+third_dataset/mias-mammography/data/all-mias/mdb205.pgm filter=lfs diff=lfs merge=lfs -text
+third_dataset/mias-mammography/data/all-mias/mdb206.pgm filter=lfs diff=lfs merge=lfs -text
+third_dataset/mias-mammography/data/all-mias/mdb207.pgm filter=lfs diff=lfs merge=lfs -text
+third_dataset/mias-mammography/data/all-mias/mdb208.pgm filter=lfs diff=lfs merge=lfs -text
+third_dataset/mias-mammography/data/all-mias/mdb209.pgm filter=lfs diff=lfs merge=lfs -text
+third_dataset/mias-mammography/data/all-mias/mdb210.pgm filter=lfs diff=lfs merge=lfs -text
+third_dataset/mias-mammography/data/all-mias/mdb211.pgm filter=lfs diff=lfs merge=lfs -text
+third_dataset/mias-mammography/data/all-mias/mdb212.pgm filter=lfs diff=lfs merge=lfs -text
+third_dataset/mias-mammography/data/all-mias/mdb213.pgm filter=lfs diff=lfs merge=lfs -text
+third_dataset/mias-mammography/data/all-mias/mdb214.pgm filter=lfs diff=lfs merge=lfs -text
+third_dataset/mias-mammography/data/all-mias/mdb215.pgm filter=lfs diff=lfs merge=lfs -text
+third_dataset/mias-mammography/data/all-mias/mdb216.pgm filter=lfs diff=lfs merge=lfs -text
+third_dataset/mias-mammography/data/all-mias/mdb217.pgm filter=lfs diff=lfs merge=lfs -text
+third_dataset/mias-mammography/data/all-mias/mdb218.pgm filter=lfs diff=lfs merge=lfs -text
+third_dataset/mias-mammography/data/all-mias/mdb219.pgm filter=lfs diff=lfs merge=lfs -text
+third_dataset/mias-mammography/data/all-mias/mdb220.pgm filter=lfs diff=lfs merge=lfs -text
+third_dataset/mias-mammography/data/all-mias/mdb221.pgm filter=lfs diff=lfs merge=lfs -text
+third_dataset/mias-mammography/data/all-mias/mdb222.pgm filter=lfs diff=lfs merge=lfs -text
+third_dataset/mias-mammography/data/all-mias/mdb223.pgm filter=lfs diff=lfs merge=lfs -text
+third_dataset/mias-mammography/data/all-mias/mdb224.pgm filter=lfs diff=lfs merge=lfs -text
+third_dataset/mias-mammography/data/all-mias/mdb225.pgm filter=lfs diff=lfs merge=lfs -text
+third_dataset/mias-mammography/data/all-mias/mdb226.pgm filter=lfs diff=lfs merge=lfs -text
+third_dataset/mias-mammography/data/all-mias/mdb227.pgm filter=lfs diff=lfs merge=lfs -text
+third_dataset/mias-mammography/data/all-mias/mdb228.pgm filter=lfs diff=lfs merge=lfs -text
+third_dataset/mias-mammography/data/all-mias/mdb229.pgm filter=lfs diff=lfs merge=lfs -text
+third_dataset/mias-mammography/data/all-mias/mdb230.pgm filter=lfs diff=lfs merge=lfs -text
+third_dataset/mias-mammography/data/all-mias/mdb231.pgm filter=lfs diff=lfs merge=lfs -text
+third_dataset/mias-mammography/data/all-mias/mdb232.pgm filter=lfs diff=lfs merge=lfs -text
+third_dataset/mias-mammography/data/all-mias/mdb233.pgm filter=lfs diff=lfs merge=lfs -text
+third_dataset/mias-mammography/data/all-mias/mdb234.pgm filter=lfs diff=lfs merge=lfs -text
+third_dataset/mias-mammography/data/all-mias/mdb235.pgm filter=lfs diff=lfs merge=lfs -text
+third_dataset/mias-mammography/data/all-mias/mdb236.pgm filter=lfs diff=lfs merge=lfs -text
+third_dataset/mias-mammography/data/all-mias/mdb237.pgm filter=lfs diff=lfs merge=lfs -text
+third_dataset/mias-mammography/data/all-mias/mdb238.pgm filter=lfs diff=lfs merge=lfs -text
+third_dataset/mias-mammography/data/all-mias/mdb239.pgm filter=lfs diff=lfs merge=lfs -text
+third_dataset/mias-mammography/data/all-mias/mdb240.pgm filter=lfs diff=lfs merge=lfs -text
+third_dataset/mias-mammography/data/all-mias/mdb241.pgm filter=lfs diff=lfs merge=lfs -text
+third_dataset/mias-mammography/data/all-mias/mdb242.pgm filter=lfs diff=lfs merge=lfs -text
+third_dataset/mias-mammography/data/all-mias/mdb243.pgm filter=lfs diff=lfs merge=lfs -text
+third_dataset/mias-mammography/data/all-mias/mdb244.pgm filter=lfs diff=lfs merge=lfs -text
+third_dataset/mias-mammography/data/all-mias/mdb245.pgm filter=lfs diff=lfs merge=lfs -text
+third_dataset/mias-mammography/data/all-mias/mdb246.pgm filter=lfs diff=lfs merge=lfs -text

third_dataset/mias-mammography/data/Info.txt

@@ -0,0 +1,331 @@
+REFNUM BG CLASS SEVERITY X Y RADIUS 
+mdb001 G CIRC B 535 425 197
+mdb002 G CIRC B 522 280 69
+mdb003 D NORM 
+mdb004 D NORM 
+mdb005 F CIRC B 477 133 30
+mdb005 F CIRC B 500 168 26
+mdb006 F NORM 
+mdb007 G NORM 
+mdb008 G NORM 
+mdb009 F NORM 
+mdb010 F CIRC B 525 425 33
+mdb011 F NORM 
+mdb012 F CIRC B 471 458 40
+mdb013 G MISC B 667 365 31
+mdb014 G NORM 
+mdb015 G CIRC B 595 864 68
+mdb016 G NORM 
+mdb017 G CIRC B 547 573 48
+mdb018 G NORM 
+mdb019 G CIRC B 653 477 49
+mdb020 G NORM 
+mdb021 G CIRC B 493 125 49
+mdb022 G NORM 
+mdb023 G CIRC M 538 681 29
+mdb024 G NORM 
+mdb025 F CIRC B 674 443 79
+mdb026 F NORM 
+mdb027 F NORM 
+mdb028 F CIRC M 338 314 56
+mdb029 G NORM 
+mdb030 G MISC B 322 676 43
+mdb031 G NORM 
+mdb032 G MISC B 388 742 66
+mdb033 D NORM 
+mdb034 D NORM 
+mdb035 D NORM 
+mdb036 D NORM 
+mdb037 D NORM 
+mdb038 D NORM 
+mdb039 D NORM 
+mdb040 D NORM 
+mdb041 G NORM 
+mdb042 G NORM 
+mdb043 G NORM 
+mdb044 G NORM 
+mdb045 G NORM 
+mdb046 G NORM 
+mdb047 G NORM 
+mdb048 G NORM 
+mdb049 G NORM 
+mdb050 G NORM 
+mdb051 G NORM 
+mdb052 G NORM 
+mdb053 D NORM 
+mdb054 D NORM 
+mdb055 G NORM 
+mdb056 G NORM 
+mdb057 D NORM 
+mdb058 D MISC M 318 359 27
+mdb059 F CIRC B
+mdb060 F NORM 
+mdb061 D NORM 
+mdb062 D NORM 
+mdb063 D MISC B 546 463 33
+mdb064 D NORM 
+mdb065 D NORM 
+mdb066 D NORM 
+mdb067 D NORM 
+mdb068 D NORM 
+mdb069 F CIRC B 462 406 44
+mdb070 F NORM 
+mdb071 G NORM 
+mdb072 G ASYM M 266 517 28
+mdb073 G NORM 
+mdb074 G NORM 
+mdb075 F ASYM M 468 717 23
+mdb076 F NORM 
+mdb077 F NORM 
+mdb078 F NORM 
+mdb079 F NORM 
+mdb080 F CIRC B 432 149 20
+mdb081 G ASYM B 492 473 131
+mdb082 G NORM 
+mdb083 G ASYM B 544 194 38
+mdb084 G NORM 
+mdb085 G NORM 
+mdb086 G NORM 
+mdb087 F NORM 
+mdb088 F NORM 
+mdb089 G NORM 
+mdb090 G ASYM M 510 547 49
+mdb091 F CIRC B 680 494 20
+mdb092 F ASYM M 423 662 43
+mdb093 G NORM 
+mdb094 G NORM 
+mdb095 F ASYM M 466 517 29
+mdb096 F NORM 
+mdb097 F ASYM B 612 297 34
+mdb098 F NORM 
+mdb099 D ASYM B 714 340 23
+mdb100 D NORM 
+mdb101 D NORM 
+mdb102 D ASYM M 415 460 38
+mdb103 D NORM 
+mdb104 D ASYM B 357 365 50
+mdb105 D ASYM M 516 279 98
+mdb106 D NORM 
+mdb107 D ASYM B 600 621 111
+mdb108 D NORM 
+mdb109 D NORM 
+mdb110 D ASYM M 190 427 51
+mdb111 D ASYM M 505 575 107
+mdb112 D NORM 
+mdb113 G NORM 
+mdb114 G NORM 
+mdb115 G ARCH M 461 532 117
+mdb116 G NORM 
+mdb117 G ARCH M 480 576 84
+mdb118 G NORM 
+mdb119 G NORM 
+mdb120 G ARCH M 423 262 79
+mdb121 G ARCH B 492 434 87
+mdb122 G NORM 
+mdb123 G NORM 
+mdb124 G ARCH M 366 620 33
+mdb125 D ARCH M 700 552 60
+mdb126 D ARCH B 191 549 23
+mdb127 G ARCH B 523 551 48
+mdb128 G NORM 
+mdb129 D NORM 
+mdb130 D ARCH M 220 552 28
+mdb131 F NORM 
+mdb132 F CIRC B 252 788 52
+mdb132 F CIRC B 335 766 18
+mdb133 F NORM 
+mdb134 F MISC M 469 728 49
+mdb135 F NORM 
+mdb136 F NORM 
+mdb137 D NORM 
+mdb138 D NORM 
+mdb139 F NORM 
+mdb140 F NORM 
+mdb141 F CIRC M 470 759 29
+mdb142 F CIRC B 347 636 26
+mdb143 F NORM 
+mdb144 F MISC B 233 994 29
+mdb144 F MISC M 313 540 27
+mdb145 D SPIC B 669 543 49
+mdb146 D NORM 
+mdb147 F NORM 
+mdb148 F SPIC M 326 607 174
+mdb149 F NORM 
+mdb150 F ARCH B 351 661 62
+mdb151 F NORM 
+mdb152 F ARCH B 675 486 48
+mdb153 F NORM 
+mdb154 F NORM 
+mdb155 F ARCH M 448 480 95
+mdb156 F NORM 
+mdb157 F NORM 
+mdb158 F ARCH M 540 565 88
+mdb159 F NORM 
+mdb160 F ARCH B 536 519 61
+mdb161 D NORM 
+mdb162 D NORM 
+mdb163 D ARCH B 391 365 50
+mdb164 D NORM 
+mdb165 D ARCH B 537 490 42
+mdb166 D NORM 
+mdb167 F ARCH B 574 657 35
+mdb168 F NORM 
+mdb169 D NORM 
+mdb170 D ARCH M 489 480 82
+mdb171 D ARCH M 462 627 62
+mdb172 D NORM 
+mdb173 F NORM 
+mdb174 F NORM 
+mdb175 G SPIC B 592 670 33
+mdb176 G NORM 
+mdb177 G NORM 
+mdb178 G SPIC M 492 600 70
+mdb179 D SPIC M 600 514 67
+mdb180 D NORM 
+mdb181 G SPIC M 519 362 54
+mdb182 G NORM 
+mdb183 F NORM 
+mdb184 F SPIC M 352 624 114
+mdb185 G NORM 
+mdb186 G SPIC M 403 524 47
+mdb187 G NORM 
+mdb188 G SPIC B 406 617 61
+mdb189 G NORM 
+mdb190 G SPIC B 512 621 31
+mdb191 G SPIC B 594 516 41
+mdb192 G NORM 
+mdb193 D SPIC B 399 563 132
+mdb194 D NORM 
+mdb195 F SPIC B 725 129 26
+mdb196 F NORM 
+mdb197 D NORM 
+mdb198 D SPIC B 568 612 93
+mdb199 D SPIC B 641 177 31
+mdb200 D NORM 
+mdb201 D NORM 
+mdb202 D SPIC M 557 772 37
+mdb203 F NORM 
+mdb204 F SPIC B 336 399 21
+mdb205 F NORM 
+mdb206 F SPIC M 368 200 17
+mdb207 D SPIC B 571 564 19
+mdb208 D NORM 
+mdb209 G CALC M 647 503 87
+mdb210 G NORM 
+mdb211 G CALC M 680 327 13
+mdb212 G CALC B 687 882 3
+mdb213 G CALC M 547 520 45
+mdb214 G CALC B 582 916 11
+mdb215 D NORM 
+mdb216 D CALC M
+mdb217 G NORM 
+mdb218 G CALC B 519 629 8
+mdb219 G CALC B 546 756 29
+mdb220 G NORM 
+mdb221 D NORM 
+mdb222 D CALC B 398 427 17
+mdb223 D CALC B 523 482 29
+mdb223 D CALC B 591 529 6
+mdb224 D NORM 
+mdb225 D NORM 
+mdb226 D CALC B 287 610 7
+mdb226 D CALC B 329 550 25
+mdb226 D CALC B 531 721 8
+mdb227 G CALC B 504 467 9
+mdb228 G NORM 
+mdb229 F NORM 
+mdb230 F NORM 
+mdb231 F CALC M 603 538 44
+mdb232 F NORM 
+mdb233 G CALC M 
+mdb234 G NORM 
+mdb235 D NORM 
+mdb236 D CALC B 276 824 14
+mdb237 F NORM 
+mdb238 F CALC M 522 553 17
+mdb239 D CALC M 645 755 40
+mdb239 D CALC M 567 808 25
+mdb240 D CALC B 643 614 23
+mdb241 D CALC M 453 678 38
+mdb242 D NORM 
+mdb243 D NORM 
+mdb244 D CIRC B 466 567 52
+mdb245 F CALC M 
+mdb246 F NORM 
+mdb247 F NORM 
+mdb248 F CALC B 378 601 10
+mdb249 D CALC M 544 508 48
+mdb249 D CALC M 575 639 64
+mdb250 D NORM 
+mdb251 F NORM 
+mdb252 F CALC B 439 367 23
+mdb253 D CALC M 733 564 28
+mdb254 D NORM 
+mdb255 F NORM 
+mdb256 F CALC M 400 484 37
+mdb257 D NORM 
+mdb258 D NORM 
+mdb259 D NORM 
+mdb260 D NORM 
+mdb261 D NORM 
+mdb262 D NORM 
+mdb263 G NORM 
+mdb264 G MISC M 596 431 36
+mdb265 G MISC M 593 498 60
+mdb266 G NORM 
+mdb267 F MISC M 793 481 56
+mdb268 F NORM 
+mdb269 G NORM 
+mdb270 G CIRC M 356 945 72
+mdb271 F MISC M 784 270 68
+mdb272 F NORM 
+mdb273 F NORM 
+mdb274 F MISC M 127 505 123
+mdb275 G NORM 
+mdb276 G NORM 
+mdb277 G NORM 
+mdb278 G NORM 
+mdb279 G NORM 
+mdb280 G NORM 
+mdb281 D NORM 
+mdb282 D NORM 
+mdb283 D NORM 
+mdb284 D NORM 
+mdb285 D NORM 
+mdb286 D NORM 
+mdb287 D NORM 
+mdb288 D NORM 
+mdb289 D NORM 
+mdb290 D CIRC B 337 353 45
+mdb291 G NORM 
+mdb292 G NORM 
+mdb293 F NORM 
+mdb294 F NORM 
+mdb295 D NORM 
+mdb296 D NORM 
+mdb297 F NORM 
+mdb298 F NORM 
+mdb299 F NORM 
+mdb300 F NORM 
+mdb301 F NORM 
+mdb302 F NORM 
+mdb303 F NORM 
+mdb304 F NORM 
+mdb305 F NORM 
+mdb306 F NORM 
+mdb307 F NORM 
+mdb308 F NORM 
+mdb309 F NORM 
+mdb310 F NORM 
+mdb311 F NORM 
+mdb312 F MISC B 240 263 20
+mdb313 F NORM 
+mdb314 F MISC B 518 191 39
+mdb315 D CIRC B 516 447 93
+mdb316 D NORM 
+mdb317 D NORM 
+mdb318 D NORM 
+mdb319 D NORM 
+mdb320 D NORM 
+mdb321 D NORM 
+mdb322 D NORM 

third_dataset/mias-mammography/data/all-mias/Info.txt

@@ -0,0 +1,435 @@
+              MAMMOGRAPHIC IMAGE ANALYSIS SOCIETY
+                  MiniMammographic Database
+
+
+
+Thank you for downloading the MIAS MiniMammographic Database. By
+popular request the original MIAS Database (digitised at 50 micron
+pixel edge) has been reduced to 200 micron pixel edge and 
+clipped/padded so that every image is 1024 pixels x 1024 pixels.
+
+Feel free to use the database in any of your scientific research, 
+but please read the licence agreement first (Licence.txt).
+
+If you have have any questions/comments about the data or would like 
+information on how to get the original MIAS Database please contact 
+me at the address below. You will be put on a mailing list for further 
+information about any upgrades of this database. See also our WWW-page 
+at http://skye.icr.ac.uk/miasdb/miasdb.html for updated information.
+
+John Suckling
+Department of Physics
+Royal Marsden Hospital
+Fulham Road, London.
+SW3 6JJ, UK.
+
+Email: j.suckling@rmh_lon.icr.ac.uk
+                       
+19 January 1995                          
+=================================================================
+
+CREDITS:
+
+Organiser: J Suckling
+
+Truth-Data: C R M Boggis and I Hutt
+
+Co-Workers: S Astley, D Betal, N Cerneaz, D R Dance, S-L Kok, J Parker, 
+            I Ricketts, J Savage, E Stamatakis and P Taylor.
+ 
+Special Thanks: N Karrsemeijer.
+
+Pilot European Image Processing Archive (PEIPA) Orgainser: A Clark. 
+ 
+=================================================================
+
+REFERENCE:
+
+J Suckling et al (1994) "The Mammographic Image Analysis Society Digital
+Mammogram Database" Exerpta Medica. International Congress Series
+1069 pp375-378.
+
+=================================================================
+
+INFORMATION:
+
+This file lists the films in the MIAS database and provides     
+appropriate details as follows:
+
+1st column: MIAS database reference number.
+
+2nd column: Character of background tissue: 
+                F - Fatty 
+                G - Fatty-glandular
+                D - Dense-glandular
+
+3rd column: Class of abnormality present:
+                CALC - Calcification
+                CIRC - Well-defined/circumscribed masses
+                SPIC - Spiculated masses
+                MISC - Other, ill-defined masses
+                ARCH - Architectural distortion
+                ASYM - Asymmetry
+                NORM - Normal
+
+4th column: Severity of abnormality;
+                B - Benign
+                M - Malignant
+                
+5th,6th columns: x,y image-coordinates of centre of abnormality.
+
+7th column: Approximate radius (in pixels) of a circle enclosing
+	    the abnormality.
+	    
+NOTES
+=====
+1) The list is arranged in pairs of films, where each pair 
+   represents the left (even filename numbers) and right mammograms
+   (odd filename numbers) of a single patient.
+   
+2) The size of ALL the images is 1024 pixels x 1024 pixels. The images
+   have been centered in the matrix.  
+
+3) When calcifications are present, centre locations and radii 
+   apply to clusters rather than individual calcifications.
+   Coordinate system origin is the bottom-left corner.
+
+4) In some cases calcifications are widely distributed throughout
+   the image rather than concentrated at a single site. In these
+   cases centre locations and radii are inappropriate and have
+   been omitted.
+
+=================================================================
+
+mdb001 G CIRC B 535 425 197
+mdb002 G CIRC B 522 280 69
+mdb003 D NORM 
+mdb004 D NORM 
+mdb005 F CIRC B 477 133 30
+mdb005 F CIRC B 500 168 26
+mdb006 F NORM 
+mdb007 G NORM 
+mdb008 G NORM 
+mdb009 F NORM 
+mdb010 F CIRC B 525 425 33
+mdb011 F NORM 
+mdb012 F CIRC B 471 458 40
+mdb013 G MISC B 667 365 31
+mdb014 G NORM 
+mdb015 G CIRC B 595 864 68
+mdb016 G NORM 
+mdb017 G CIRC B 547 573 48
+mdb018 G NORM 
+mdb019 G CIRC B 653 477 49
+mdb020 G NORM 
+mdb021 G CIRC B 493 125 49
+mdb022 G NORM 
+mdb023 G CIRC M 538 681 29
+mdb024 G NORM 
+mdb025 F CIRC B 674 443 79
+mdb026 F NORM 
+mdb027 F NORM 
+mdb028 F CIRC M 338 314 56
+mdb029 G NORM 
+mdb030 G MISC B 322 676 43
+mdb031 G NORM 
+mdb032 G MISC B 388 742 66
+mdb033 D NORM 
+mdb034 D NORM 
+mdb035 D NORM 
+mdb036 D NORM 
+mdb037 D NORM 
+mdb038 D NORM 
+mdb039 D NORM 
+mdb040 D NORM 
+mdb041 G NORM 
+mdb042 G NORM 
+mdb043 G NORM 
+mdb044 G NORM 
+mdb045 G NORM 
+mdb046 G NORM 
+mdb047 G NORM 
+mdb048 G NORM 
+mdb049 G NORM 
+mdb050 G NORM 
+mdb051 G NORM 
+mdb052 G NORM 
+mdb053 D NORM 
+mdb054 D NORM 
+mdb055 G NORM 
+mdb056 G NORM 
+mdb057 D NORM 
+mdb058 D MISC M 318 359 27
+mdb059 F CIRC B
+mdb060 F NORM 
+mdb061 D NORM 
+mdb062 D NORM 
+mdb063 D MISC B 546 463 33
+mdb064 D NORM 
+mdb065 D NORM 
+mdb066 D NORM 
+mdb067 D NORM 
+mdb068 D NORM 
+mdb069 F CIRC B 462 406 44
+mdb070 F NORM 
+mdb071 G NORM 
+mdb072 G ASYM M 266 517 28
+mdb073 G NORM 
+mdb074 G NORM 
+mdb075 F ASYM M 468 717 23
+mdb076 F NORM 
+mdb077 F NORM 
+mdb078 F NORM 
+mdb079 F NORM 
+mdb080 F CIRC B 432 149 20
+mdb081 G ASYM B 492 473 131
+mdb082 G NORM 
+mdb083 G ASYM B 544 194 38
+mdb084 G NORM 
+mdb085 G NORM 
+mdb086 G NORM 
+mdb087 F NORM 
+mdb088 F NORM 
+mdb089 G NORM 
+mdb090 G ASYM M 510 547 49
+mdb091 F CIRC B 680 494 20
+mdb092 F ASYM M 423 662 43
+mdb093 G NORM 
+mdb094 G NORM 
+mdb095 F ASYM M 466 517 29
+mdb096 F NORM 
+mdb097 F ASYM B 612 297 34
+mdb098 F NORM 
+mdb099 D ASYM B 714 340 23
+mdb100 D NORM 
+mdb101 D NORM 
+mdb102 D ASYM M 415 460 38
+mdb103 D NORM 
+mdb104 D ASYM B 357 365 50
+mdb105 D ASYM M 516 279 98
+mdb106 D NORM 
+mdb107 D ASYM B 600 621 111
+mdb108 D NORM 
+mdb109 D NORM 
+mdb110 D ASYM M 190 427 51
+mdb111 D ASYM M 505 575 107
+mdb112 D NORM 
+mdb113 G NORM 
+mdb114 G NORM 
+mdb115 G ARCH M 461 532 117
+mdb116 G NORM 
+mdb117 G ARCH M 480 576 84
+mdb118 G NORM 
+mdb119 G NORM 
+mdb120 G ARCH M 423 262 79
+mdb121 G ARCH B 492 434 87
+mdb122 G NORM 
+mdb123 G NORM 
+mdb124 G ARCH M 366 620 33
+mdb125 D ARCH M 700 552 60
+mdb126 D ARCH B 191 549 23
+mdb127 G ARCH B 523 551 48
+mdb128 G NORM 
+mdb129 D NORM 
+mdb130 D ARCH M 220 552 28
+mdb131 F NORM 
+mdb132 F CIRC B 252 788 52
+mdb132 F CIRC B 335 766 18
+mdb133 F NORM 
+mdb134 F MISC M 469 728 49
+mdb135 F NORM 
+mdb136 F NORM 
+mdb137 D NORM 
+mdb138 D NORM 
+mdb139 F NORM 
+mdb140 F NORM 
+mdb141 F CIRC M 470 759 29
+mdb142 F CIRC B 347 636 26
+mdb143 F NORM 
+mdb144 F MISC B 233 994 29
+mdb144 F MISC M 313 540 27
+mdb145 D SPIC B 669 543 49
+mdb146 D NORM 
+mdb147 F NORM 
+mdb148 F SPIC M 326 607 174
+mdb149 F NORM 
+mdb150 F ARCH B 351 661 62
+mdb151 F NORM 
+mdb152 F ARCH B 675 486 48
+mdb153 F NORM 
+mdb154 F NORM 
+mdb155 F ARCH M 448 480 95
+mdb156 F NORM 
+mdb157 F NORM 
+mdb158 F ARCH M 540 565 88
+mdb159 F NORM 
+mdb160 F ARCH B 536 519 61
+mdb161 D NORM 
+mdb162 D NORM 
+mdb163 D ARCH B 391 365 50
+mdb164 D NORM 
+mdb165 D ARCH B 537 490 42
+mdb166 D NORM 
+mdb167 F ARCH B 574 657 35
+mdb168 F NORM 
+mdb169 D NORM 
+mdb170 D ARCH M 489 480 82
+mdb171 D ARCH M 462 627 62
+mdb172 D NORM 
+mdb173 F NORM 
+mdb174 F NORM 
+mdb175 G SPIC B 592 670 33
+mdb176 G NORM 
+mdb177 G NORM 
+mdb178 G SPIC M 492 600 70
+mdb179 D SPIC M 600 514 67
+mdb180 D NORM 
+mdb181 G SPIC M 519 362 54
+mdb182 G NORM 
+mdb183 F NORM 
+mdb184 F SPIC M 352 624 114
+mdb185 G NORM 
+mdb186 G SPIC M 403 524 47
+mdb187 G NORM 
+mdb188 G SPIC B 406 617 61
+mdb189 G NORM 
+mdb190 G SPIC B 512 621 31
+mdb191 G SPIC B 594 516 41
+mdb192 G NORM 
+mdb193 D SPIC B 399 563 132
+mdb194 D NORM 
+mdb195 F SPIC B 725 129 26
+mdb196 F NORM 
+mdb197 D NORM 
+mdb198 D SPIC B 568 612 93
+mdb199 D SPIC B 641 177 31
+mdb200 D NORM 
+mdb201 D NORM 
+mdb202 D SPIC M 557 772 37
+mdb203 F NORM 
+mdb204 F SPIC B 336 399 21
+mdb205 F NORM 
+mdb206 F SPIC M 368 200 17
+mdb207 D SPIC B 571 564 19
+mdb208 D NORM 
+mdb209 G CALC M 647 503 87
+mdb210 G NORM 
+mdb211 G CALC M 680 327 13
+mdb212 G CALC B 687 882 3
+mdb213 G CALC M 547 520 45
+mdb214 G CALC B 582 916 11
+mdb215 D NORM 
+mdb216 D CALC M *NOTE 3* 
+mdb217 G NORM 
+mdb218 G CALC B 519 629 8
+mdb219 G CALC B 546 756 29
+mdb220 G NORM 
+mdb221 D NORM 
+mdb222 D CALC B 398 427 17
+mdb223 D CALC B 523 482 29
+mdb223 D CALC B 591 529 6
+mdb224 D NORM 
+mdb225 D NORM 
+mdb226 D CALC B 287 610 7
+mdb226 D CALC B 329 550 25
+mdb226 D CALC B 531 721 8
+mdb227 G CALC B 504 467 9
+mdb228 G NORM 
+mdb229 F NORM 
+mdb230 F NORM 
+mdb231 F CALC M 603 538 44
+mdb232 F NORM 
+mdb233 G CALC M *NOTE 3*
+mdb234 G NORM 
+mdb235 D NORM 
+mdb236 D CALC B 276 824 14
+mdb237 F NORM 
+mdb238 F CALC M 522 553 17
+mdb239 D CALC M 645 755 40
+mdb239 D CALC M 567 808 25
+mdb240 D CALC B 643 614 23
+mdb241 D CALC M 453 678 38
+mdb242 D NORM 
+mdb243 D NORM 
+mdb244 D CIRC B 466 567 52
+mdb245 F CALC M *NOTE 3*
+mdb246 F NORM 
+mdb247 F NORM 
+mdb248 F CALC B 378 601 10
+mdb249 D CALC M 544 508 48
+mdb249 D CALC M 575 639 64
+mdb250 D NORM 
+mdb251 F NORM 
+mdb252 F CALC B 439 367 23
+mdb253 D CALC M 733 564 28
+mdb254 D NORM 
+mdb255 F NORM 
+mdb256 F CALC M 400 484 37
+mdb257 D NORM 
+mdb258 D NORM 
+mdb259 D NORM 
+mdb260 D NORM 
+mdb261 D NORM 
+mdb262 D NORM 
+mdb263 G NORM 
+mdb264 G MISC M 596 431 36
+mdb265 G MISC M 593 498 60
+mdb266 G NORM 
+mdb267 F MISC M 793 481 56
+mdb268 F NORM 
+mdb269 G NORM 
+mdb270 G CIRC M 356 945 72
+mdb271 F MISC M 784 270 68
+mdb272 F NORM 
+mdb273 F NORM 
+mdb274 F MISC M 127 505 123
+mdb275 G NORM 
+mdb276 G NORM 
+mdb277 G NORM 
+mdb278 G NORM 
+mdb279 G NORM 
+mdb280 G NORM 
+mdb281 D NORM 
+mdb282 D NORM 
+mdb283 D NORM 
+mdb284 D NORM 
+mdb285 D NORM 
+mdb286 D NORM 
+mdb287 D NORM 
+mdb288 D NORM 
+mdb289 D NORM 
+mdb290 D CIRC B 337 353 45
+mdb291 G NORM 
+mdb292 G NORM 
+mdb293 F NORM 
+mdb294 F NORM 
+mdb295 D NORM 
+mdb296 D NORM 
+mdb297 F NORM 
+mdb298 F NORM 
+mdb299 F NORM 
+mdb300 F NORM 
+mdb301 F NORM 
+mdb302 F NORM 
+mdb303 F NORM 
+mdb304 F NORM 
+mdb305 F NORM 
+mdb306 F NORM 
+mdb307 F NORM 
+mdb308 F NORM 
+mdb309 F NORM 
+mdb310 F NORM 
+mdb311 F NORM 
+mdb312 F MISC B 240 263 20
+mdb313 F NORM 
+mdb314 F MISC B 518 191 39
+mdb315 D CIRC B 516 447 93
+mdb316 D NORM 
+mdb317 D NORM 
+mdb318 D NORM 
+mdb319 D NORM 
+mdb320 D NORM 
+mdb321 D NORM 
+mdb322 D NORM 
+
+=================================================================

third_dataset/mias-mammography/data/all-mias/Licence.txt

@@ -0,0 +1,39 @@
+              MAMMOGRAPHIC IMAGE ANALYSIS SOCIETY
+                     MiniMammographic Database
+
+                       LICENCE AGREEMENT
+
+
+This is a legal agreement between you, the end user and the
+Mammographic Image Analysis Society ("MIAS"). Upon installing the 
+MiniMammographic database (the "DATABASE") on your system you are
+agreeing to be bound by the terms of this Agreement.
+
+1. GRANT OF LICENCE
+MIAS grants you the right to use the DATABASE, for research purposes 
+ONLY. For this purpose, you may edit, format, or otherwise modify the
+DATABASE provided that the unmodified portions of the DATABASE included
+in a modified work shall remain subject to the terms of this Agreement.
+
+2. COPYRIGHT
+The DATABASE is owned by MIAS and is protected by United Kingdom
+copyright laws, international treaty provisions and all other
+applicable national laws. Therefore you must treat the DATABASE
+like any other copyrighted material. If the DATABASE is used in any
+publications then reference must be made to the DATABASE within that
+publication.
+
+3. OTHER RESTRICTIONS
+You may not rent, lease or sell the DATABASE.
+
+4. LIABILITY
+To the maximum extent permitted by applicable law, MIAS shall not
+be liable for damages, other than death or personal injury,
+whatsoever (including without limitation, damages for negligence,
+loss of business, profits, business interruption, loss of
+business information, or other pecuniary loss) arising out of the
+use of or inability to use this DATABASE, even if MIAS has been
+advised of the possibility of such damages. In any case, MIAS's
+entire liability under this Agreement shall be limited to the
+amount actually paid by you or your assignor, as the case may be,
+for the DATABASE.

third_dataset/mias-mammography/data/all-mias/README

@@ -0,0 +1,435 @@
+              MAMMOGRAPHIC IMAGE ANALYSIS SOCIETY
+                  MiniMammographic Database
+
+
+
+Thank you for downloading the MIAS MiniMammographic Database. By
+popular request the original MIAS Database (digitised at 50 micron
+pixel edge) has been reduced to 200 micron pixel edge and 
+clipped/padded so that every image is 1024 pixels x 1024 pixels.
+
+Feel free to use the database in any of your scientific research, 
+but please read the licence agreement first (Licence.txt).
+
+If you have have any questions/comments about the data or would like 
+information on how to get the original MIAS Database please contact 
+me at the address below. You will be put on a mailing list for further 
+information about any upgrades of this database. See also our WWW-page 
+at http://skye.icr.ac.uk/miasdb/miasdb.html for updated information.
+
+John Suckling
+Department of Physics
+Royal Marsden Hospital
+Fulham Road, London.
+SW3 6JJ, UK.
+
+Email: j.suckling@rmh_lon.icr.ac.uk
+                       
+19 January 1995                          
+=================================================================
+
+CREDITS:
+
+Organiser: J Suckling
+
+Truth-Data: C R M Boggis and I Hutt
+
+Co-Workers: S Astley, D Betal, N Cerneaz, D R Dance, S-L Kok, J Parker, 
+            I Ricketts, J Savage, E Stamatakis and P Taylor.
+ 
+Special Thanks: N Karrsemeijer.
+
+Pilot European Image Processing Archive (PEIPA) Orgainser: A Clark. 
+ 
+=================================================================
+
+REFERENCE:
+
+J Suckling et al (1994) "The Mammographic Image Analysis Society Digital
+Mammogram Database" Exerpta Medica. International Congress Series
+1069 pp375-378.
+
+=================================================================
+
+INFORMATION:
+
+This file lists the films in the MIAS database and provides     
+appropriate details as follows:
+
+1st column: MIAS database reference number.
+
+2nd column: Character of background tissue: 
+                F - Fatty 
+                G - Fatty-glandular
+                D - Dense-glandular
+
+3rd column: Class of abnormality present:
+                CALC - Calcification
+                CIRC - Well-defined/circumscribed masses
+                SPIC - Spiculated masses
+                MISC - Other, ill-defined masses
+                ARCH - Architectural distortion
+                ASYM - Asymmetry
+                NORM - Normal
+
+4th column: Severity of abnormality;
+                B - Benign
+                M - Malignant
+                
+5th,6th columns: x,y image-coordinates of centre of abnormality.
+
+7th column: Approximate radius (in pixels) of a circle enclosing
+	    the abnormality.
+	    
+NOTES
+=====
+1) The list is arranged in pairs of films, where each pair 
+   represents the left (even filename numbers) and right mammograms
+   (odd filename numbers) of a single patient.
+   
+2) The size of ALL the images is 1024 pixels x 1024 pixels. The images
+   have been centered in the matrix.  
+
+3) When calcifications are present, centre locations and radii 
+   apply to clusters rather than individual calcifications.
+   Coordinate system origin is the bottom-left corner.
+
+4) In some cases calcifications are widely distributed throughout
+   the image rather than concentrated at a single site. In these
+   cases centre locations and radii are inappropriate and have
+   been omitted.
+
+=================================================================
+
+mdb001 G CIRC B 535 425 197
+mdb002 G CIRC B 522 280 69
+mdb003 D NORM 
+mdb004 D NORM 
+mdb005 F CIRC B 477 133 30
+mdb005 F CIRC B 500 168 26
+mdb006 F NORM 
+mdb007 G NORM 
+mdb008 G NORM 
+mdb009 F NORM 
+mdb010 F CIRC B 525 425 33
+mdb011 F NORM 
+mdb012 F CIRC B 471 458 40
+mdb013 G MISC B 667 365 31
+mdb014 G NORM 
+mdb015 G CIRC B 595 864 68
+mdb016 G NORM 
+mdb017 G CIRC B 547 573 48
+mdb018 G NORM 
+mdb019 G CIRC B 653 477 49
+mdb020 G NORM 
+mdb021 G CIRC B 493 125 49
+mdb022 G NORM 
+mdb023 G CIRC M 538 681 29
+mdb024 G NORM 
+mdb025 F CIRC B 674 443 79
+mdb026 F NORM 
+mdb027 F NORM 
+mdb028 F CIRC M 338 314 56
+mdb029 G NORM 
+mdb030 G MISC B 322 676 43
+mdb031 G NORM 
+mdb032 G MISC B 388 742 66
+mdb033 D NORM 
+mdb034 D NORM 
+mdb035 D NORM 
+mdb036 D NORM 
+mdb037 D NORM 
+mdb038 D NORM 
+mdb039 D NORM 
+mdb040 D NORM 
+mdb041 G NORM 
+mdb042 G NORM 
+mdb043 G NORM 
+mdb044 G NORM 
+mdb045 G NORM 
+mdb046 G NORM 
+mdb047 G NORM 
+mdb048 G NORM 
+mdb049 G NORM 
+mdb050 G NORM 
+mdb051 G NORM 
+mdb052 G NORM 
+mdb053 D NORM 
+mdb054 D NORM 
+mdb055 G NORM 
+mdb056 G NORM 
+mdb057 D NORM 
+mdb058 D MISC M 318 359 27
+mdb059 F CIRC B
+mdb060 F NORM 
+mdb061 D NORM 
+mdb062 D NORM 
+mdb063 D MISC B 546 463 33
+mdb064 D NORM 
+mdb065 D NORM 
+mdb066 D NORM 
+mdb067 D NORM 
+mdb068 D NORM 
+mdb069 F CIRC B 462 406 44
+mdb070 F NORM 
+mdb071 G NORM 
+mdb072 G ASYM M 266 517 28
+mdb073 G NORM 
+mdb074 G NORM 
+mdb075 F ASYM M 468 717 23
+mdb076 F NORM 
+mdb077 F NORM 
+mdb078 F NORM 
+mdb079 F NORM 
+mdb080 F CIRC B 432 149 20
+mdb081 G ASYM B 492 473 131
+mdb082 G NORM 
+mdb083 G ASYM B 544 194 38
+mdb084 G NORM 
+mdb085 G NORM 
+mdb086 G NORM 
+mdb087 F NORM 
+mdb088 F NORM 
+mdb089 G NORM 
+mdb090 G ASYM M 510 547 49
+mdb091 F CIRC B 680 494 20
+mdb092 F ASYM M 423 662 43
+mdb093 G NORM 
+mdb094 G NORM 
+mdb095 F ASYM M 466 517 29
+mdb096 F NORM 
+mdb097 F ASYM B 612 297 34
+mdb098 F NORM 
+mdb099 D ASYM B 714 340 23
+mdb100 D NORM 
+mdb101 D NORM 
+mdb102 D ASYM M 415 460 38
+mdb103 D NORM 
+mdb104 D ASYM B 357 365 50
+mdb105 D ASYM M 516 279 98
+mdb106 D NORM 
+mdb107 D ASYM B 600 621 111
+mdb108 D NORM 
+mdb109 D NORM 
+mdb110 D ASYM M 190 427 51
+mdb111 D ASYM M 505 575 107
+mdb112 D NORM 
+mdb113 G NORM 
+mdb114 G NORM 
+mdb115 G ARCH M 461 532 117
+mdb116 G NORM 
+mdb117 G ARCH M 480 576 84
+mdb118 G NORM 
+mdb119 G NORM 
+mdb120 G ARCH M 423 262 79
+mdb121 G ARCH B 492 434 87
+mdb122 G NORM 
+mdb123 G NORM 
+mdb124 G ARCH M 366 620 33
+mdb125 D ARCH M 700 552 60
+mdb126 D ARCH B 191 549 23
+mdb127 G ARCH B 523 551 48
+mdb128 G NORM 
+mdb129 D NORM 
+mdb130 D ARCH M 220 552 28
+mdb131 F NORM 
+mdb132 F CIRC B 252 788 52
+mdb132 F CIRC B 335 766 18
+mdb133 F NORM 
+mdb134 F MISC M 469 728 49
+mdb135 F NORM 
+mdb136 F NORM 
+mdb137 D NORM 
+mdb138 D NORM 
+mdb139 F NORM 
+mdb140 F NORM 
+mdb141 F CIRC M 470 759 29
+mdb142 F CIRC B 347 636 26
+mdb143 F NORM 
+mdb144 F MISC B 233 994 29
+mdb144 F MISC M 313 540 27
+mdb145 D SPIC B 669 543 49
+mdb146 D NORM 
+mdb147 F NORM 
+mdb148 F SPIC M 326 607 174
+mdb149 F NORM 
+mdb150 F ARCH B 351 661 62
+mdb151 F NORM 
+mdb152 F ARCH B 675 486 48
+mdb153 F NORM 
+mdb154 F NORM 
+mdb155 F ARCH M 448 480 95
+mdb156 F NORM 
+mdb157 F NORM 
+mdb158 F ARCH M 540 565 88
+mdb159 F NORM 
+mdb160 F ARCH B 536 519 61
+mdb161 D NORM 
+mdb162 D NORM 
+mdb163 D ARCH B 391 365 50
+mdb164 D NORM 
+mdb165 D ARCH B 537 490 42
+mdb166 D NORM 
+mdb167 F ARCH B 574 657 35
+mdb168 F NORM 
+mdb169 D NORM 
+mdb170 D ARCH M 489 480 82
+mdb171 D ARCH M 462 627 62
+mdb172 D NORM 
+mdb173 F NORM 
+mdb174 F NORM 
+mdb175 G SPIC B 592 670 33
+mdb176 G NORM 
+mdb177 G NORM 
+mdb178 G SPIC M 492 600 70
+mdb179 D SPIC M 600 514 67
+mdb180 D NORM 
+mdb181 G SPIC M 519 362 54
+mdb182 G NORM 
+mdb183 F NORM 
+mdb184 F SPIC M 352 624 114
+mdb185 G NORM 
+mdb186 G SPIC M 403 524 47
+mdb187 G NORM 
+mdb188 G SPIC B 406 617 61
+mdb189 G NORM 
+mdb190 G SPIC B 512 621 31
+mdb191 G SPIC B 594 516 41
+mdb192 G NORM 
+mdb193 D SPIC B 399 563 132
+mdb194 D NORM 
+mdb195 F SPIC B 725 129 26
+mdb196 F NORM 
+mdb197 D NORM 
+mdb198 D SPIC B 568 612 93
+mdb199 D SPIC B 641 177 31
+mdb200 D NORM 
+mdb201 D NORM 
+mdb202 D SPIC M 557 772 37
+mdb203 F NORM 
+mdb204 F SPIC B 336 399 21
+mdb205 F NORM 
+mdb206 F SPIC M 368 200 17
+mdb207 D SPIC B 571 564 19
+mdb208 D NORM 
+mdb209 G CALC M 647 503 87
+mdb210 G NORM 
+mdb211 G CALC M 680 327 13
+mdb212 G CALC B 687 882 3
+mdb213 G CALC M 547 520 45
+mdb214 G CALC B 582 916 11
+mdb215 D NORM 
+mdb216 D CALC M *NOTE 3* 
+mdb217 G NORM 
+mdb218 G CALC B 519 629 8
+mdb219 G CALC B 546 756 29
+mdb220 G NORM 
+mdb221 D NORM 
+mdb222 D CALC B 398 427 17
+mdb223 D CALC B 523 482 29
+mdb223 D CALC B 591 529 6
+mdb224 D NORM 
+mdb225 D NORM 
+mdb226 D CALC B 287 610 7
+mdb226 D CALC B 329 550 25
+mdb226 D CALC B 531 721 8
+mdb227 G CALC B 504 467 9
+mdb228 G NORM 
+mdb229 F NORM 
+mdb230 F NORM 
+mdb231 F CALC M 603 538 44
+mdb232 F NORM 
+mdb233 G CALC M *NOTE 3*
+mdb234 G NORM 
+mdb235 D NORM 
+mdb236 D CALC B 276 824 14
+mdb237 F NORM 
+mdb238 F CALC M 522 553 17
+mdb239 D CALC M 645 755 40
+mdb239 D CALC M 567 808 25
+mdb240 D CALC B 643 614 23
+mdb241 D CALC M 453 678 38
+mdb242 D NORM 
+mdb243 D NORM 
+mdb244 D CIRC B 466 567 52
+mdb245 F CALC M *NOTE 3*
+mdb246 F NORM 
+mdb247 F NORM 
+mdb248 F CALC B 378 601 10
+mdb249 D CALC M 544 508 48
+mdb249 D CALC M 575 639 64
+mdb250 D NORM 
+mdb251 F NORM 
+mdb252 F CALC B 439 367 23
+mdb253 D CALC M 733 564 28
+mdb254 D NORM 
+mdb255 F NORM 
+mdb256 F CALC M 400 484 37
+mdb257 D NORM 
+mdb258 D NORM 
+mdb259 D NORM 
+mdb260 D NORM 
+mdb261 D NORM 
+mdb262 D NORM 
+mdb263 G NORM 
+mdb264 G MISC M 596 431 36
+mdb265 G MISC M 593 498 60
+mdb266 G NORM 
+mdb267 F MISC M 793 481 56
+mdb268 F NORM 
+mdb269 G NORM 
+mdb270 G CIRC M 356 945 72
+mdb271 F MISC M 784 270 68
+mdb272 F NORM 
+mdb273 F NORM 
+mdb274 F MISC M 127 505 123
+mdb275 G NORM 
+mdb276 G NORM 
+mdb277 G NORM 
+mdb278 G NORM 
+mdb279 G NORM 
+mdb280 G NORM 
+mdb281 D NORM 
+mdb282 D NORM 
+mdb283 D NORM 
+mdb284 D NORM 
+mdb285 D NORM 
+mdb286 D NORM 
+mdb287 D NORM 
+mdb288 D NORM 
+mdb289 D NORM 
+mdb290 D CIRC B 337 353 45
+mdb291 G NORM 
+mdb292 G NORM 
+mdb293 F NORM 
+mdb294 F NORM 
+mdb295 D NORM 
+mdb296 D NORM 
+mdb297 F NORM 
+mdb298 F NORM 
+mdb299 F NORM 
+mdb300 F NORM 
+mdb301 F NORM 
+mdb302 F NORM 
+mdb303 F NORM 
+mdb304 F NORM 
+mdb305 F NORM 
+mdb306 F NORM 
+mdb307 F NORM 
+mdb308 F NORM 
+mdb309 F NORM 
+mdb310 F NORM 
+mdb311 F NORM 
+mdb312 F MISC B 240 263 20
+mdb313 F NORM 
+mdb314 F MISC B 518 191 39
+mdb315 D CIRC B 516 447 93
+mdb316 D NORM 
+mdb317 D NORM 
+mdb318 D NORM 
+mdb319 D NORM 
+mdb320 D NORM 
+mdb321 D NORM 
+mdb322 D NORM 
+
+=================================================================