cocofeat Goto Github PK

awesome-healthcare-foundation-models

cbim-medical-image-segmentation

coco2.github.io

My homepage

cocofeat

cocofeat.github.io

Coco's Personal Homepage

devis

Towards Reliable Medical Image Segmentation by utilizing Evidential Calibrated Uncertainty

ecnp

Code for the Evidential Conditional Neural Processes

eyemost

【MICCAI 2023 Early Accept & MedIA submission】EyeMost "Reliable Multimodality Eye Disease Screening via Mixture of Student's t Distributions"

gmmseg

[NeurIPS 2022] GMMSeg: Gaussian Mixture based Generative Semantic Segmentation Models

idbnet

【ASOC 2022】"An interactive dual-branch network for hard palate segmentation of the oral cavity from CBCT images"

medrg

MedRG: Medical Report Grounding with Multi-modal Large Language Model

medrpg

medsam-u

Uncertainty-Guided Auto Multi-Prompt Adaptation for Reliable MedSAM

pranet

PraNet: Parallel Reverse Attention Network for Polyp Segmentation, MICCAI 2020 (Oral). Code using Jittor Framework is available.

sam-u

【MICCAI 2023 REMIA workshop】 SAM-U

ssd-pytorch

基于pytorch版ssd进行改进注入CBAM空间通道注意力机制，加入FPN，类别损失函数改为focalloss

tbrats

【MICCAI 2022】"TBraTS: Trusted Brain Tumor Segmentation"

temperature_scaling

A simple way to calibrate your neural network.

tmc

The project page of paper: Trusted Multi-View Classification [ICLR'2021 paper]

torchio

Medical imaging toolkit for deep learning

transbts

This repo provides the official code for : 1) TransBTS: Multimodal Brain Tumor Segmentation Using Transformer (https://arxiv.org/abs/2103.04430) , accepted by MICCAI2021. 2) TransBTSV2: Towards Better and More Efficient Volumetric Segmentation of Medical Images(https://arxiv.org/abs/2201.12785).

ubenchmark

A benchmark for Uncertainty quantification

uios

【Nature Communications 2023】 Uncertainty-inspired open set learning for retinal anomaly identification

uml

【MICCAI 2023】"Uncertainty-Informed Mutual Learning for Joint Medical Image Classification and Segmentation".

uncertainty-aware-protein-structure-prediction

uncertainty-baselines

High-quality implementations of standard and SOTA methods on a variety of tasks.

uncertainty-deeplearning

This repository contains a collection of surveys for predictive uncertainty estimation in deep learning models.

uncertainty-toolbox

A python toolbox for predictive uncertainty quantification, calibration, metrics, and visualization

utnet

Official implementation of UTNet: A Hybrid Transformer Architecture for Medical Image Segmentation