Histopathological image classification
joffreyma / histopathological Goto Github PK
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License: MIT License
histopathological's Introduction
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Search for possible image augmentation
Read litterature about images of begnin and malignant tumors
Check methods on low amount of data
Visualize volume of data by combinations of variable
from this example :
procedure class type magnification slide mag seq filename type_id
0 SOB B F 14 14134E 100 008 SOB_B_F-14-14134E-100-008.png 1
1 SOB M MC 14 13413 100 004 SOB_M_MC-14-13413-100-004.png 5
2 SOB B TA 14 3411F 100 011 SOB_B_TA-14-3411F-100-011.png 8
3 SOB M PC 14 15704 100 029 SOB_M_PC-14-15704-100-029.png 3
4 SOB M DC 14 13412 100 003 SOB_M_DC-14-13412-100-003.png 2
5 SOB M DC 14 10926 100 001 SOB_M_DC-14-10926-100-001.png 2
6 SOB B A 14 22549AB 100 021 SOB_B_A-14-22549AB-100-021.png 7
7 SOB M DC 14 13412 100 004 SOB_M_DC-14-13412-100-004.png 2
8 SOB B A 14 29960CD 100 012 SOB_B_A-14-29960CD-100-012.png 7
9 SOB B A 14 22549AB 100 026 SOB_B_A-14-22549AB-100-026.png 7
check volume in some combinations, class x type, magnification, slide, ...
Learn from the starting kit
Try Hugging Face tools
Visualize errors by type of data
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