scjjb Goto Github PK

clam

Attention-based Active Sampling in Multiple Instance Learning.

digipathai

Digital Pathology AI

digital_pathology_tool_wiki

Collected links to useful digital pathology tools

dras-mil

Efficient subtyping of ovarian cancer histopathology whole slide images using active sampling in multiple instance learning

hipt

Hierarchical Image Pyramid Transformer - CVPR 2022 (Oral)

hipt_abmil_atec23

Predicting Ovarian Cancer Treatment Response in Histopathology using Hierarchical Vision Transformers and Multiple Instance Learning

idsvsstaging

Comparative evaluation of ovarian carcinoma subtyping in primary versus interval debulking surgery specimen whole slide images using artificial intelligence

leeds-harvard-style-ref-for-latex

A .bts to reference in Leeds Harvard Style (Currently following 2018-2019 rule. Modified for paper reference only. Update to follow.

medicaldetectiontoolkit

The Medical Detection Toolkit contains 2D + 3D implementations of prevalent object detectors such as Mask R-CNN, Retina Net, Retina U-Net, as well as a training and inference framework focused on dealing with medical images.

midog_domain_adaptation

Assessing Domain Adaptation Techniques for Mitosis Detection in Multi-scanner Breast Cancer Histopathology Images

midog_reference_docker

Reference implementation of domain-adversarial training on a RetinaNet (to use as template in the MIDOG challenge)

mil-nature-medicine-2019

ovarian_features

Histopathology Foundation Models Enable Accurate Ovarian Cancer Subtype Classification

ovarian_subtype_mags

Reducing Histopathology Slide Magnification Improves the Accuracy and Speed of Ovarian Cancer Subtyping

ovcareview

Artificial intelligence in ovarian cancer histopathology: a systematic review

pneumothorax_segmentation

SIIM-ACR Pneumothorax Segmentation first place solution

stylegan

StyleGAN - Official TensorFlow Implementation

turing-roche-partnership

vision

Datasets, Transforms and Models specific to Computer Vision