HarryAnthony / Evaluating_OOD_detectionLinks
A repository related to the paper 'Evaluating Reliability in Medical DNNs: A Critical Analysis of Feature and Confidence-Based OOD Detection'
☆10Updated 11 months ago
Alternatives and similar repositories for Evaluating_OOD_detection
Users that are interested in Evaluating_OOD_detection are comparing it to the libraries listed below
Sorting:
- Repository associated to the UQinMIA Tutorial @ MICCAI 2023☆31Updated 3 weeks ago
- [MICCAI 2024] Deep Spectral Methods for Unsupervised Ultrasound Image Interpretation☆11Updated last year
- Repository for CenTime: Event-Conditional Modelling of Censoring in Survival Analysis☆20Updated last year
- ☆115Updated last month
- ☆44Updated last week
- Anatomical Foundation Models for Brain MRIs☆15Updated 6 months ago
- ☆155Updated last month
- LesionLocator is a framework for zero-shot lesion segmentation and longitudinal tumor tracking in 3D full-body imaging.☆73Updated last month
- The official repository of the 2023 Kidney Tumor Segmentation Challenge (KiTS23)☆126Updated 3 months ago
- Official implementation of "Unlocking the diagnostic potential of electrocardiograms through information transfer from cardiac magnetic r…☆22Updated 5 months ago
- This is the repository of Quality Sentinel, a label quality evaluation model for medical image segmentation.☆22Updated last month
- Publication in Nature Scientific Reports: Self-Supervised Pre-Training with Contrastive and Masked Autoencoder Methods for Dealing with S…☆21Updated 11 months ago
- Faking_it team! BraTS submissions.☆54Updated last week
- PyTorch implementation of a multi-task, weak supervision framework for abnormality localization in large, volumetric images.☆23Updated 3 years ago
- "Fair Federated AI" Summer School, July 19-21, 2024; 16:00 — 19:30 CET time☆13Updated last year
- ☆17Updated 2 years ago
- ☆17Updated last year
- ☆71Updated last year
- [NeurIPS 2024] Touchstone - Benchmarking AI on 5,172 o.o.d. CT volumes and 9 anatomical structures☆127Updated this week
- Merlin is a 3D VLM for computed tomography that leverages both structured electronic health records (EHR) and unstructured radiology repo…☆162Updated last month
- ☆96Updated last month
- A curated list of foundation models for vision and language tasks in medical imaging☆284Updated last year
- Official implementation of Instance-wise and Center-of-Instance (ICI) segmentation loss☆12Updated 2 years ago
- This repository is mainly dedicated for listing the recent research advancements in the application of Self-Supervised-Learning in medica…☆159Updated last year
- ☆17Updated 3 weeks ago
- ☆34Updated 2 years ago
- [pip install medsegbench] 35x Standardized Medical Segmentation Datasets from Different Data Modalities☆27Updated last year
- ☆16Updated last year
- ☆26Updated last week
- The RISE Journal Club aims to create a friendly environment to discuss the latest state-of-the-art papers in the areas of medical image …☆68Updated 2 weeks ago