YC-Coder-Chen / Detecting-Cancer-on-Gigapixel-Images
Columbia University Applied Deep Learning Project: Detecting Cancer Metastases on Gigapixel Pathology Images
☆14Updated 4 years ago
Related projects ⓘ
Alternatives and complementary repositories for Detecting-Cancer-on-Gigapixel-Images
- PFA-ScanNet: Pyramidal Feature Aggregation With Synergistic Learning for Breast Cancer Metastasis Analysis (Architecture Only Pytorch Imp…☆22Updated 5 years ago
- Whole Slide Images Segmentation using Patch UNet☆15Updated 4 years ago
- Dataset of 9536 H&E-stained patches for colorectal polyps classification and adenomas grading | ICIP21 https://doi.org/10.1109/ICIP42928.…☆30Updated last year
- Unofficial implementation for ScanNet (a fast WSI prediction method) in PyTorch.☆22Updated last year
- this repo is for Grand Challenge WSSS4LUAD, detail information about the contest is on https://wsss4luad.grand-challenge.org/WSSS4LUAD/☆17Updated 2 years ago
- base on MIL method☆13Updated 3 months ago
- Code for the DRA-Net☆7Updated 3 years ago
- MICCAI2020. "Multiple Instance Learning with Center Embeddings for Histopathology Image Classification"☆37Updated 3 years ago
- SEGmentation using Graphs with Inexact aNd Incomplete labels☆22Updated 2 years ago
- Radiopathomics: a framework of fusing multi-scale images information to enrich description of tumor heterogeneity for LARC patients prior…☆21Updated 3 years ago
- Multilevel cnn notebooks for Camelyon17☆18Updated 5 years ago
- ☆30Updated 4 years ago
- ☆13Updated last year
- Codes for Fast GPU-Enabled Color Normalization of Whole Slide Images in Digital Pathology☆19Updated 5 years ago
- ☆32Updated 3 years ago
- Image filters for digital pathology: detect pen marks, background, and artifacts. Use them for preprocessing towards deep learning☆25Updated 4 years ago
- ☆15Updated 3 years ago
- Code related to the PANDA challenge on artificial intelligence for Gleason grading☆12Updated 3 years ago
- ☆15Updated 2 years ago
- SPIE-AAPM-NCI PROSTATEx Challenges-The PROSTATEx Challenge (" SPIE-AAPM-NCI Prostate MR Classification Challenge”) focused on quantitati…☆10Updated 3 years ago
- [TMI'2021][ISBI MoNuSAC'2020] 11th place solution to Multi-organ nuclei segmentation and classification challenge.☆29Updated 3 years ago
- Comparison and fusion of deep learning and radiomics features of ground-glass nodules to predict the invasiveness risk of stage-I lung ad…☆17Updated 5 years ago
- Simple library for preprocessing histopathological whole-slide images (WSI) into tiles (a.k.a. patches) towards deep learning☆48Updated last year
- Predicting gastric cancer outcome from resected lymph node histopathology images using deep learning☆32Updated 3 years ago
- Toolbox for measuring adversarial robustness to many transforms☆19Updated last year
- DeepMTS: Deep Multi-Task Survival model for joint survival prediction and tumor segmentation☆25Updated last month
- The code for Kernel attention transformer (KAT)☆30Updated 4 months ago
- The code of Triple U-net: Hematoxylin-aware Nuclei Segmentation with Progressive Dense Feature Aggregation.☆19Updated 2 years ago
- Instance-based Vision Transformer for Subtyping of Papillary Renal Cell Carcinoma in Histopathological Image-MICCAI 2021☆17Updated 10 months ago
- Implementation of Cluster-to-Conquer: A Framework for End-to-End Multi-Instance Learning for Whole Slide Image Classification approach.☆60Updated 3 years ago