BMIRDS/deepslide
Code for the Nature Scientific Reports paper "Pathologist-level classification of histologic patterns on resected lung adenocarcinoma slides with deep neural networks." A sliding window framework for classification of high resolution whole-slide images, often microscopy or histopathology images.
PythonGPL-3.0
Issues
- 2
- 21
NameError:
#20 opened by Muralidare - 2
Train Data
#61 opened by wxyz-wjx - 1
Pytorch CPU and conda environment conflicts
#60 opened by Jbartlett6 - 1
RuntimeError: An attempt has been made to start a new process before the current process has finished its bootstrapping phase.
#59 opened by VictorLee94 - 1
- 6
- 2
3_repiece_jpg_tiles.py how to work?
#53 opened by hemo0826 - 2
Integrating my own model
#51 opened by timofeiryko - 4
6_visualize.py
#49 opened by enochsol - 4
- 4
Dataset Download Problem
#52 opened by Rukhmini - 10
3_train.py
#46 opened by enochsol - 25
- 4
- 4
2_process_patches.py
#45 opened by enochsol - 2
Training Issues
#43 opened by Tejussurendran - 17
Crop the WSI
#41 opened by enochsol - 27
Data Preprocessing error
#40 opened by MohamedOmar2020 - 1
Model checkpoints
#39 opened by gabrieldernbach - 1
ZeroDivisionError: float division by zero
#38 opened by websterlincoln - 7
About Dartmouth Lung Cancer Histology Dataset
#37 opened by chenqz1998 - 1
inference instructions; pretrained weights (see https://github.com/BMIRDS/deepslide/issues/35)
#36 opened by GeorgeBatch - 1
pretrained model
#35 opened by luciantunez - 1
- 6
Question about path_mean and path_std
#33 opened by HardworkingLittlequ - 0
Question about path_mean and path_std
#32 opened by HardworkingLittlequ - 11
- 2
question about method
#31 opened by wangtaoknight - 1
Newer scipy versions: cannot import name 'imsave' from 'scipy' (in preprocessing script 2)
#29 opened by LiesMH - 1
Reduce LR on Plateau
#25 opened by jasonwei20 - 0
- 2
Single Layer TIF format
#3 opened by jlevy44 - 0
FileNotFoundError: [WinError 3]
#28 opened by RajatGarg45 - 3
- 4
Fixing print statement
#24 opened by jasonwei20 - 11
- 2
Bug in print statements
#23 opened by jasonwei20 - 1
- 1
Create subfolders in 'all_wsi'
#19 opened by Shawnmhy - 1
About anonymized version of this dataset
#16 opened by Klunio - 5
- 1
Data preprocessing problem
#6 opened by Tato14 - 1
the rest of patches
#13 opened by jennie106 - 1
A problem for input
#11 opened by cxiang97 - 1
Recover Original SVS Coordinates from Patches
#10 opened by jlevy44 - 1
issue about all_wsi
#9 opened by Daisy5566 - 1
Data acquisition help
#7 opened by chuxiang93 - 1
Attention based classification in ResNet18
#5 opened by Tato14 - 2
Use pre-trained ResNet with frozen layers
#4 opened by Tato14