Here are
35 public repositories
matching this topic...
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.
Updated
Jun 7, 2024
Python
Library for Digital Pathology Image Processing
Updated
Oct 2, 2024
Python
Updated
Aug 5, 2021
Python
Context-Aware Survival Prediction using Patch-based Graph Convolutional Networks - MICCAI 2021
Updated
May 14, 2024
Python
A package for working with whole-slide data including a fast batch iterator that can be used to train deep learning models.
Updated
Sep 9, 2024
Python
A pipeline to segment tissue from the background in histological images
Updated
Apr 2, 2023
Python
Simple library for preprocessing histopathological whole-slide images (WSI) into tiles (a.k.a. patches) towards deep learning
Updated
Sep 25, 2023
Python
DAS-MIL: Distilling Across Scales for MILClassification of Histological WSIs
Updated
Jun 26, 2024
Python
The code for Kernel attention transformer (KAT)
Updated
Jun 13, 2024
Python
Word Sense Induction with BERT MLM
Updated
Jul 6, 2023
Python
Image filters for digital pathology: detect pen marks, background, and artifacts. Use them for preprocessing towards deep learning
Updated
Sep 30, 2020
Python
Whole Slide Image (WSI) Processing Library for Histopathological / Cytopathological Machine Learning Tasks
Updated
Sep 8, 2023
Python
PFA-ScanNet: Pyramidal Feature Aggregation With Synergistic Learning for Breast Cancer Metastasis Analysis (Architecture Only Pytorch Implementation).
Updated
Aug 8, 2019
Python
Official Inplementation of 《WsiCaption: Multiple Instance Generation of Pathology Reports for Gigapixel Whole Slide Images》(MICCAI 2024 oral)
Updated
Sep 3, 2024
Python
Toolkit for WSI preprocess, such as resample & zoom, mask, roi selection ect.
Updated
Aug 26, 2019
Python
Survival Prediction for Gastric Cancer via Multimodal Learning of Whole Slide Images and Gene Expression -- BIBM 2022
Updated
Dec 6, 2022
Python
Simple prototype of converting whole slide image (WSI) to multiframe DICOM images
Updated
Nov 25, 2022
Python
Code for "Improving Stain Invariance of CNNs for Segmentation by Fusing Channel Attention and Domain-Adversarial Training"
Updated
Dec 5, 2023
Python
Suspicious Regions-Based Whole Slide Image Analysis
Updated
Nov 22, 2022
Python
Rule-Based Thyroid Whole Slide Image Diagnosis
Updated
Aug 12, 2020
Python
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