Alternatives and similar repositories for ICI-loss

Users that are interested in ICI-loss are comparing it to the libraries listed below

• TaWald / nnUNet
  ☆30Updated last week
• MIC-DKFZ / nnssl
  ☆86Updated this week
• alibaba-damo-academy / self-supervised-anatomical-embedding-v2
  ☆69Updated last year
• MIC-DKFZ / MultiTalent
  Implemention of the Paper "MultiTalent: A Multi-Dataset Approach to Medical Image Segmentation"
  ☆60Updated 3 weeks ago
• moucheng2017 / EM-BPL-Semi-Seg
  [MICCAI 2022 Best Paper Finalist] Bayesian Pseudo Labels: Expectation Maximization for Robust and Efficient Semi Supervised Segmentation
  ☆40Updated 3 months ago
• MECLabTUDA / Lifelong-nnUNet
  ☆150Updated 2 months ago
• shangqigao / BayeSeg
  The official implementation of "Joint Modeling of Image and Label Statistics for Enhancing Model Generalizability of Medical Image Segmen…
  ☆40Updated 2 years ago
• Luoxd1996 / RAOS
  [MICCAI2024] Rethinking Abdominal Organ Segmentation (RAOS) in the clinical scenario: A robustness evaluation benchmark with challenging …
  ☆48Updated last year
• uni-medical / A-Eval
  MedIA 2025 | A-Eval: A Benchmark for Cross-Dataset and Cross-Modality Evaluation of Abdominal Multi-Organ Segmentation
  ☆32Updated 6 months ago
• pangshumao / DGMSNet
  ☆14Updated last year
• KCL-BMEIS / VS_Seg
  Automatic Segmentation of Vestibular Schwannoma with MONAI (PyTorch)
  ☆50Updated last year
• DIAGNijmegen / picai_labels
  Annotations for the PI-CAI Challenge: Public Training and Development Dataset
  ☆62Updated 2 months ago
• simonsf / RTP-Net
  ☆42Updated 2 years ago
• ezequieldlrosa / isles22
  ☆42Updated last year
• ikboljon / tmss_miccai
  TMSS: An End-to-End Transformer-based Multimodal Network for Segmentation and Survival Prediction
  ☆34Updated 2 years ago
• MIC-DKFZ / LesionLocator
  LesionLocator is a framework for zero-shot lesion segmentation and longitudinal tumor tracking in 3D full-body imaging.
  ☆66Updated 2 weeks ago
• hbliu98 / CLFC-Brain-Tumor-Segmentation
  Multimodal Brain Tumor Segmentation Using Contrastive Learning based Feature Comparison with Monomodal Normal Brain Images
  ☆23Updated 2 years ago
• xmuyzz / HECKTOR2022
  ☆12Updated 2 years ago
• MediaBrain-SJTU / BE-SSL
  Codes for our paper "Boundary-Enhanced Self-Supervised Learningfor Brain Structure Segmentation"
  ☆23Updated 2 years ago
• TopoXLab / TopoInteraction
  This repository contains the implementation for our work "Learning Topological Interactions for Multi-Class Medical Image Segmentation", …
  ☆81Updated last year
• DIAGNijmegen / prostateMR_3D-CAD-csPCa
  Hierarchical probabilistic 3D U-Net, with attention mechanisms (—𝘈𝘵𝘵𝘦𝘯𝘵𝘪𝘰𝘯 𝘜-𝘕𝘦𝘵, 𝘚𝘌𝘙𝘦𝘴𝘕𝘦𝘵) and a nested decoder str…
  ☆44Updated 3 years ago
• iMED-Lab / COSTA
  COSTA: A Multi-center Multi-vendor TOF-MRA Dataset and A Novel Cerebrovascular Segmentation Network
  ☆29Updated last year
• jusiro / fewshot-finetuning
  [MedIA'25] Towards foundation models and few-shot parameter-efficient fine-tuning for volumetric organ segmentation.
  ☆39Updated 3 months ago
• alibaba-damo-academy / same
  Medical image registration, affine and deformable registration
  ☆31Updated 5 months ago
• MIC-DKFZ / segmentation_failures_benchmark
  ☆14Updated 6 months ago
• nihaomiao / MICCAI22_ADN
  The implementation of our MICCAI22 paper "Asymmetry Disentanglement Network for Interpretable Acute Ischemic Stroke Infarct Segmentation …
  ☆16Updated 2 years ago
• The-Veeraraghavan-Lab / SMIT
  Self distilled masked transformer based segmentor used in MICCAI 2022 paper by Jiang J, ... Veeraraghavan H et.al
  ☆27Updated 2 years ago
• Novestars / Neural_Pre_Processing
  Neural Pre Processing is an end-to-end weakly supervised learning approach for converting raw head MRI images to intensity-normalized, sk…
  ☆27Updated last year
• WinstonHuTiger / 2D_VAE_UDA_for_3D_sythesis
  Pytorch implementation of MICCAI-2022 paper, Domain-adaptive 3D Medical Image Synthesis: An Efficient Unsupervised Approach https://arxiv…
  ☆22Updated 3 years ago
• Luoxd1996 / nnunet_mini
  ☆22Updated 2 years ago