Code for the paper "Failure Detection in Medical Image Classification: A Reality Check and Benchmarking Testbed", TMLR 2022, Bernhardt et al.
☆21Nov 3, 2022Updated 3 years ago
Alternatives and similar repositories for failure_detection_benchmark
Users that are interested in failure_detection_benchmark are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [MICCAI2022] Estimating Model Performance under Domain Shifts with Class-Specific Confidence Scores.☆12Jun 7, 2024Updated last year
- Code for the paper "Robust representations for image classification via counterfactual contrastive learning" (Medical Image Analysis) and…☆23Jun 16, 2025Updated 9 months ago
- [TCybern2019] Brain MRI Super-Resolution based on Thick-Section MR Images from Two Planes.☆11Jul 19, 2023Updated 2 years ago
- PhD Thesis Template with Roboto Font and Color Sections☆11Jul 24, 2020Updated 5 years ago
- (ICML 2023) High Fidelity Image Counterfactuals with Probabilistic Causal Models☆67Mar 24, 2025Updated last year
- [MICCAI2019 & TMI2020] Overfitting under Class Imbalance: Anaylsis and Improvements for Medical Image Segmentation.☆22Sep 4, 2023Updated 2 years ago
- ☆12Sep 11, 2022Updated 3 years ago
- Repository for the Medical Out-of-Distribution Analysis Challenge.☆64Jul 25, 2024Updated last year
- ☆10Sep 14, 2022Updated 3 years ago
- ☆11Jul 1, 2022Updated 3 years ago
- [CVPR 2022] Official code for the paper: "A Stitch in Time Saves Nine: A Train-Time Regularizing Loss for Improved Neural Network Calibra…☆33Nov 9, 2022Updated 3 years ago
- CVPR2021: Out-of-Distribution Detection Using Union of 1-Dimensional Subspaces☆22Jul 28, 2021Updated 4 years ago
- Uncertainty in Deep Learning Papers☆35Nov 30, 2021Updated 4 years ago
- Code for 《Multi-Task Deep Learning with Margin Ranking Loss for Lung Nodule Analysis》☆12Jul 3, 2019Updated 6 years ago
- PyTorch implementation of our ECCV 2022 paper "Rethinking Confidence Calibration for Failure Prediction"☆26Jun 10, 2023Updated 2 years ago
- PyTorch implementation of the computer vision related part of the paper "Unsupervised Data Augmentation for Consistency Training".☆10Mar 26, 2020Updated 5 years ago
- Localized questions for VQA☆11May 6, 2025Updated 10 months ago
- ☆57Oct 14, 2021Updated 4 years ago
- Schema.org Data Models for HTAN☆15Sep 4, 2025Updated 6 months ago
- 【IEEE TPAMI 2025】Uncertainty-aware Medical Diagnostic Phrase Identification and Grounding☆32Mar 17, 2026Updated last week
- [ISBI 2023] Official Implementation for Label-Assemble☆20Jul 30, 2024Updated last year
- A tiny library for stochastic dataset caching in PyTorch.☆45Feb 12, 2024Updated 2 years ago
- Local Temperature Scaling for Probability Calibration☆22Nov 26, 2021Updated 4 years ago
- Pial Neural Network☆20Sep 9, 2021Updated 4 years ago
- ☆15Jul 4, 2023Updated 2 years ago
- This is the official repository for CardioLab. A machine and deep learning framework for the estimation and monitoring of laboratory abno…☆17Jan 12, 2026Updated 2 months ago
- ☆17Nov 3, 2025Updated 4 months ago
- Code for paper "Evidence fusion with contextual discounting for multi-modality medical image segmentation"☆18Oct 9, 2022Updated 3 years ago
- python bindings for Image Processing On Line (IPOL) codes☆12Aug 5, 2018Updated 7 years ago
- ☆22Aug 1, 2023Updated 2 years ago
- No-Reference Focus Quality Assessment of Digital Pathology Images [IEEE TMI 2019]☆15Sep 23, 2019Updated 6 years ago
- PyTorch implementation of the paper "Trustworthy Long-Tailed Classification" (CVPR 2022)☆61Jan 25, 2024Updated 2 years ago
- The Centerline-Cross Entropy Loss for Vessel-Like Structure Segmentation: Better Topology Consistency Without Sacrificing Accuracy. Paper…☆24Oct 7, 2024Updated last year
- Evaluation code for the PhysioNet Challenge 2024☆12Oct 17, 2025Updated 5 months ago
- 【MICCAI 2022】"TBraTS: Trusted Brain Tumor Segmentation"☆58Dec 12, 2023Updated 2 years ago
- This repo is the official implementation of "Accurate detection of ST-segment and J point deviation from 12-lead Holter ECG using deep ne…☆12May 28, 2022Updated 3 years ago
- Vascular Tree Synthesis Software. You will need CMake and ITK to run VascuSynth. Read the paper in the Insight Journal for instructions…☆12Jan 24, 2018Updated 8 years ago
- ☆13May 11, 2024Updated last year
- Code for the CVPR 2021 paper "Triple-cooperative Video Shadow Detection"☆28May 17, 2022Updated 3 years ago