Alternatives and similar repositories for active-segmentation

Users that are interested in active-segmentation are comparing it to the libraries listed below

• FBLADL / ACPL
  Code for "ACPL: Anti-curriculum Pseudo-labelling for Semi-supervised Medical Image Classification" [CVPR 2022]
  ☆78Updated 2 years ago
• emma-sjwang / Dofe
  code for TMI DoFE: Domain-oriented Feature Embeddingfor Generalizable Fundus Image Segmentationon Unseen Datasets
  ☆61Updated 3 years ago
• mathilde-b / TTA
  ☆29Updated 2 years ago
• xhu248 / semi_cotrast_seg
  ☆67Updated 2 years ago
• chenxinli001 / Vessel-Seg
  Pytorch implementation of our paper accepted by NCA2021 -- Hierarchical Deep Network with Uncertainty aware Semi-supervised Learning for …
  ☆12Updated 2 years ago
• jlianglab / CAiD
  Official PyTorch Implementation for CAiD: Context-Aware Instance Discrimination for Self-supervised Learning in Medical Imaging - MIDL 20…
  ☆11Updated 3 years ago
• MR-HosseinzadehTaher / BenchmarkTransferLearning
  Official PyTorch Implementation and Pre-trained Models for Benchmarking Transfer Learning for Medical Image Analysis
  ☆57Updated 2 years ago
• BWGZK / ShapePU
  [MICCAI 2022] ShapePU: A New PU Learning Framework Regularized by Global Consistency for Scribble Supervised Cardiac Segmentation
  ☆37Updated 3 years ago
• gaurav104 / WSS-CMER
  Code for the paper : "Weakly supervised segmentation with cross-modality equivariant constraints", available at https://arxiv.org/pdf/210…
  ☆18Updated 2 years ago
• TFboys-lzz / MPSCL
  This repository contains code for the paper "Margin Preserving Self-paced Contrastive Learning Towards Domain Adaptation for Medical Imag…
  ☆32Updated 3 years ago
• YazhouZhu19 / RPT
  [MICCAI 2023] Few-Shot Medical Image Segmentation via a Region-enhanced Prototypical Transformer
  ☆57Updated 7 months ago
• neerakara / test-time-adaptable-neural-networks-for-domain-generalization
  Code for the paper "Test-time adaptable neural networks for robust medical image segmentation"
  ☆47Updated 5 years ago
• heudiasyc / Evidence-fusion-with-contextual-discounting
  Code for paper "Evidence fusion with contextual discounting for multi-modality medical image segmentation"
  ☆17Updated 3 years ago
• Kaiseem / SLAug
  [AAAI 2023] Official PyTorch implementation of the paper "SLAug: Rethinking Data Augmentation for Single-source Domain Generalization in …
  ☆75Updated 11 months ago
• siyi-wind / MDViT
  [MICCAI 2023] MDViT: Multi-domain Vision Transformer for Small Medical Image Segmentation Datasets (an official implementation)
  ☆40Updated last year
• poiuohke / UDC-Net
  Code for Dual-Consistency Semi-Supervised Learningwith Uncertainty Quantification for COVID-19Lesion Segmentation from CT Images
  ☆28Updated 4 years ago
• ShishuaiHu / CCSDG
  Code for [MICCAI 2023 (Early Accept)] Devil is in Channels: Contrastive Single Domain Generalization for Medical Image Segmentation.
  ☆34Updated 2 years ago
• uci-cbcl / RP-Net
  Code for Recurrent Mask Refinement for Few-Shot Medical Image Segmentation (ICCV 2021).
  ☆59Updated 4 years ago
• hvcl / scribble2label
  Official PyTorch implementation of Scribble2Label (MICCAI 2020)
  ☆36Updated 4 years ago
• fhaghighi / DiRA
  Official PyTorch Implementation for DiRA: Discriminative, Restorative, and Adversarial Learning for Self-supervised Medical Image Analysi…
  ☆104Updated last year
• vios-s / vMFNet
  vMFNet: Compositionality Meets Domain-generalised Segmentation
  ☆16Updated 3 years ago
• jizongFox / Self-paced-Contrastive-Learning
  Self-Paced Contrastive Learning for Semi-supervised Medical Image Segmentation with Meta-labels for neurips 2021
  ☆27Updated 2 years ago
• by-liu / SegLossBias
  Code for the paper : Do we really need dice? The hidden region-size biases of segmentation losses. MeDIA 2023. https://www.sciencedirect.…
  ☆41Updated 2 years ago
• lambert-x / CateNorm
  The official implementation of "CateNorm: Categorical Normalization for Robust Medical Image Segmentation"
  ☆32Updated 3 years ago
• cheng-01037 / Causality-Medical-Image-Domain-Generalization
  [IEEE-TMI'22] Causality-inspired Single-source Domain Generalization for Medical Image Segmentation (code&data-processing pipeline)
  ☆106Updated 2 years ago
• YtongXie / UniMiSS-code
  [ECCV2022&TPAMI] Official pytorch implementation of UniMiSS & UniMiSS+
  ☆70Updated 10 months ago
• gaozhitong / SP_guided_Noisy_Label_Seg
  This repository contains a PyTorch implementation of the MICCAI 2021 paper "Superpixel-guided Iterative Learning from Noisy Labels for Me…
  ☆45Updated 3 years ago
• adigasu / Anatomically-aware_Uncertainty_for_Semi-supervised_Segmentation
  Anatomically-aware Uncertainty for Semi-supervised Image Segmentation
  ☆20Updated last year
• Hang-wenlong / LG-ER-MT
  code for LG-ER-MT
  ☆15Updated 5 years ago
• EndoluminalSurgicalVision-IMR / Medical-SSL
  [MedIA 2023] The official implementation of MIA paper "Dive into the details of Self-supervised Learning for Medical Image Analysis"
  ☆31Updated last year