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Updated requirements; added setup README and initial image CSV
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Filename Title Description CellType Group 1 Group 2 X Y Pixels | ||
Blasts/ALL L1.jpeg ALL L1 Small, High nuclearcytoplasmic ratio, prominent nucleoli Blasts 116 74 642 | ||
Blasts/ALL L2.jpg ALL L2 Intermediate to Large, prominent cytoplasm, prominent nucleoli Blasts 145 8 228 | ||
Blasts/ALL L3 Burkitts.jpeg ALL L3 Burkitts Vacoulated Basophilic cytoplasm Blasts 397 350 484 | ||
Blasts/AML M0.jpg AML M0 No differentiation Blasts 105 29 225 | ||
Blasts/AML M1.jpeg AML M1 Myeloid differentiation Blasts 445 377 332 | ||
Blasts/AML M2.jpeg AML M2 Myeloid differentiation with Maturation Blasts 295 81 367 | ||
Blasts/AML M3.jpeg AML M3 Granulated, Auer Roads, Clefted Bilobed Nuclei Blasts 62 1 265 | ||
Blasts/AML M4 Myelomonocytic Blasts.jpeg AML M4 Myelomonocytic Differentiation Blasts 472 296 370 | ||
Blasts/AML M5 Monocytic Blasts.jpeg AML M5 Monocytic Differentiation Blasts 339 240 233 | ||
Blasts/AML M6 Erythroid Blasts.jpeg AML M6 Erythroid Differentiation Blasts 269 174 457 | ||
Blasts/AML M7 Megakaryoblasts.jpeg AML M7 Megakaryocytic differentiation, Cytoplasmic blebbing Blasts 64 43 500 | ||
Blasts/M4Eo .jpeg AML M4Eo Myelomonocytic Differentiation with Eosinophilia Blasts 217 91 383 | ||
Erythroid/Erythroblasts.jpg Erythroblasts Erythroblasts Erythroid 88 36 260 | ||
Erythroid/Erythroblasts_2.jpg Erythroblasts Erythroblasts Erythroid 142 28 224 | ||
Erythroid/Erythroblasts_3.jpg Erythroblasts Erythroblasts Erythroid 98 44 230 | ||
Erythroid/Proerythroblasts.jpg Proerythroblasts Proerythroblasts Erythroid 143 63 170 | ||
Histiocytes/Debris.jpeg Histiocytes Macrophage/ Histiocyte with Debris Other 146 113 585 | ||
Histiocytes/Haemaphagocytosis.jpeg Haemophagocytosis Whole cells within the macrophage Other 36 312 390 | ||
Histiocytes/SeaBlue.jpeg Seablue Histiocytes Seablue Histiocytes Other 272 214 413 | ||
Lymphocytes/ATLL.jpeg A-TLL Flower Shaped Nuclei, Clover Leaf Lymphocytes 403 155 325 | ||
Lymphocytes/CLL Richters.jpeg CLL Richters Very large cells Lymphocytes 59 1 445 | ||
Lymphocytes/CLL.jpeg CLL Small, Mature Chromatin, High nucleocytoplasmic ratio Lymphocytes 347 96 227 | ||
Lymphocytes/DLBCL.jpeg Diffuse Large B-cell Lymphoma Large Lymphocytes 386 332 355 | ||
Lymphocytes/Follicular Lymphoma.jpeg Follicular Lymphoma Clefted Nuclei Lymphocytes 428 210 340 | ||
Lymphocytes/Hairy Cell Leukaemia.jpeg Hairy Cell Leukaemia Hairy Projections, Clear Nuclei Lymphocytes 250 290 200 | ||
Lymphocytes/Large Granular Lymphocytes.jpeg LGL Leukaemia Clear cytoplasm, basophilic granules Lymphocytes 368 226 318 | ||
Lymphocytes/Lymphoplasmacytic Lymphoma.jpeg Lymphoplasmacytic Lymphoma Plasmacytic differentiation, Mature Lymphocytes 618 11 305 | ||
Lymphocytes/Reactive Lymphocytes.jpeg Reactive Lymphocytes Mature, Basophilic Cytoplasm, Scalloping red cells Lymphocytes 300 435 231 | ||
Lymphocytes/SMZL.jpeg Splenic Marginal Zone Lymphoma Mature, Polar projections Lymphocytes 45 258 390 | ||
Lymphocytes/TPLL.jpeg T Prolymphocytic Leukaemia Prominent nucleoli, cerebral nucleus Lymphocytes 67 270 344 | ||
Megas/Fragmented_Nuclei.jpeg Dysplastic Megakaryocytes Fragmented Nuclei, Dysplastic Other 271 118 446 | ||
Megas/MicroMegakaryocyte.jpeg Micromegakaryocyte Small, Unilobed, Micromegakaryocyte Other 162 74 582 | ||
Megas/Normal.jpeg Megakaryocytes Normal Other 163 78 680 | ||
Megas/Unilobed 5q minus.jpeg Dysplastic Megakaryocytes Small Unilobed, Megakaryocyte Other 86 60 679 | ||
Misc/Gaucher Cells.jpg Gaucher Cell Fatty Inclusion, Pseudogaucher cell Other 102 20 279 | ||
Misc/Hodgkins Lymphoma.jpg Hodgkins Lymphoma Very Large Cell Other 95 8 288 | ||
Misc/Melanoma.jpg Melanoma Multinucleated cells, Pigmented Inclusions Other 79 1 300 | ||
Misc/Osteoblasts.jpg Osteoblasts Multinucleated, Smooth cytoplasm Other 37 0 290 | ||
Misc/Osteoclasts.jpg Osteoclasts Multinucleated, Debris Other 60 1 300 | ||
Myelocyte/Myelocyte_1.jpg Myelocyte Normal Myelocytes 129 75 170 | ||
Myelocyte/Myelocyte_2.jpg Myelocyte Normal Myelocytes 140 63 200 | ||
Neutrophil/Hypersegmented_Neutrophils.jpeg Hypersegmented Neutrophil Hypersegmented Nuclei Neutrophils 213 102 474 | ||
Neutrophil/Hypogranular Myeloid.jpeg Hypograular Neutrophil Hypograular Neutrophil, Dysplastic Neutrophils 274 148 477 | ||
Neutrophil/Neutrophil.jpeg Neutrophil Neutrophil Neutrophils 29 63 716 | ||
Neutrophil/Pelger Huet.jpg Pelger Huet Neutrophil Pelger Huet Neutrophil Neutrophils 148 68 200 | ||
Plasma Cells/Flame_Cells.jpeg Flame Cell Eosinophilic projections Plasma cells 225 188 427 | ||
Plasma Cells/Plasma Blasts.jpeg Plasma Blasts Large, Immature Plasma cells 295 151 450 | ||
Plasma Cells/Plasma Cell Normal.jpeg Plasma Cell Plasma Cell Plasma cells 286 172 434 | ||
Plasma Cells/Trinucleate Form.jpeg Trinucleate Plasma Cell Trinucleate Plasma Cell Plasma cells 513 9 446 | ||
Baso/baso1.jpg Basophil Granulated, Unilobed, Basophilic Basophils 155 115 160 | ||
Baso/baso2.jpg Segmented basophil Granulated, Unilobed, Basophilic Basophils 155 115 160 | ||
Mono/mono1.jpg Monocyte Monocytic Differentiation, Granulated Monocytes 170 105 160 | ||
Mono/mono2.jpg Promonocyte Monocytic Differentiation Monocytes 165 115 160 | ||
Mono/mono3.jpg Monoblast Blast Monocytes 0 80 160 | ||
Promyelo/promyelo1.jpg Promyelocyte Promyelocyte, Granulated Promyelocytes 150 100 160 | ||
Promyelo/promyelo2.jpg Eosinophil promyelocyte Promyelocyte, Granulated, Eosinophil Promyelocytes 135 50 160 |
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Quick start instructions | ||
======================== | ||
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Install required software (Ubuntu): | ||
sudo apt-get install python-dev libpq-dev python-pip virtualenvwrapper sqlite3 | ||
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Clone the repository: | ||
git clone ... | ||
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Create a virtual environment: | ||
mkvirtualenv -r requirements.txt env1 | ||
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Edit cellcounter/localsettings.py to contain the following: | ||
DATABASES = {'default': { | ||
'ENGINE': 'django.db.backends.sqlite3', | ||
'NAME': '/full/path/to/cellcounter/db.sql' | ||
} | ||
} | ||
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STATICFILES_DIRS = ('/full/path/to/cellcounter/static/',) | ||
DEBUG = True | ||
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Build the database: | ||
python manage.py syncdb | ||
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Run the Django webserver: | ||
python manage.py runserver | ||
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