Alternatives and similar repositories for PanTS

Users that are interested in PanTS are comparing it to the libraries listed below

• MrGiovanni / Touchstone
  [NeurIPS 2024] Touchstone - Benchmarking AI on 5,172 o.o.d. CT volumes and 9 anatomical structures
  ☆127Updated 2 months ago
• MrGiovanni / TextoMorph
  Improved tumor synthesis leveraging radiology reports as prompts for diffusion models.
  ☆35Updated 8 months ago
• Luoxd1996 / RAOS
  [MICCAI2024] Rethinking Abdominal Organ Segmentation (RAOS) in the clinical scenario: A robustness evaluation benchmark with challenging …
  ☆52Updated last year
• MrGiovanni / RadGPT
  [ICCV 2025] AbdomenAtlas 3.0 (9,262 CT volumes + medical reports). These “superhuman” reports are more accurate, detailed, standardized, …
  ☆164Updated 2 weeks ago
• MrGiovanni / R-Super
  [MICCAI 2025 Best Paper Award Runner-up] Learning Segmentation from Radiology Reports
  ☆84Updated 2 weeks ago
• zhaoziheng / SAT-DS
  The official repository to build SAT-DS, a medical data collection of over 72 public segmentation datasets, contains over 22K 3D images, …
  ☆128Updated 2 weeks ago
• ibrahimethemhamamci / CT-CHAT
  Developing Generalist Foundation Models from a Multimodal Dataset for 3D Computed Tomography
  ☆87Updated last year
• BodyMaps / AbdomenAtlas2.0
  [ICCV 2025] Dataset of 10,135 CT scans with 15,130 tumors annotated across six organs and 5,893 controls. The AI ranks first in Medical S…
  ☆36Updated 2 weeks ago
• MrGiovanni / Pixel2Cancer
  [MICCAI 2024] Cellular Automata for Tumor Development - Realistic Synthetic Tumors in Liver, Pancreas, and Kidney
  ☆42Updated 2 months ago
• alexanderjaus / AtlasDataset
  ☆46Updated 10 months ago
• Schuture / Quality-Sentinel
  This is the repository of Quality Sentinel, a label quality evaluation model for medical image segmentation.
  ☆22Updated 3 weeks ago
• yhygao / universal-medical-image-segmentation
  ☆74Updated last year
• Luffy03 / FreeTumor
  [Nature Communications 2025] FreeTumor: Large-Scale Generative Tumor Synthesis in Computed Tomography Images for Improving Tumor Recognit…
  ☆42Updated 3 weeks ago
• alibaba-damo-academy / fvlm
  Fine-grained Vision-language Pre-training for Enhanced CT Image Understanding (ICLR 2025)
  ☆110Updated 7 months ago
• zhi-xuan-chen / Reg2RG
  This is the official repository for the IEEE TMI paper titled "Large Language Model with Region-Guided Referring and Grounding for CT Rep…
  ☆57Updated 4 months ago
• alibaba-damo-academy / self-supervised-anatomical-embedding-v2
  ☆71Updated last year
• YutingHe-list / GVSL
  ☆68Updated 2 years ago
• uni-medical / MedIM
  One-line code to get SoTA pre-trained Medical Image Models ready in PyTorch.
  ☆45Updated 7 months ago
• MrGiovanni / ScaleMAI
  ☆23Updated 10 months ago
• MIC-DKFZ / MultiTalent
  Implemention of the Paper "MultiTalent: A Multi-Dataset Approach to Medical Image Segmentation"
  ☆60Updated 3 months ago
• Luoxd1996 / MSHub
  MSHub: Medical Image Segmentation Hub with Pre-trained nnUNets
  ☆23Updated 8 months ago
• obiyoag / BayeSeg
  [MedIA Best Paper Award] Official implementation of MedIA paper "BayeSeg: Bayesian Modelling for Medical Image Segmentation with Interpre…
  ☆90Updated 11 months ago
• Luffy03 / Large-Scale-Medical
  [CVPR 2024 Extension] Large-Scale 3D Medical Image Pre-training with Geometric Context Priors
  ☆205Updated last week
• TaWald / nnUNet
  ☆35Updated 2 weeks ago
• uni-medical / UniMedVL
  Official implementation of "UniMedVL: Unifying Medical Multimodal Understanding and Generation through Observation-Knowledge-Analysis" - …
  ☆32Updated 3 weeks ago
• xmed-lab / GraphEcho
  ICCV 2023, "GraphEcho: Graph-Driven Unsupervised Domain Adaptation for Echocardiogram Video Segmentation"
  ☆53Updated last year
• Ziyan-Huang / FLARE23
  A nnU-Netv2 based acceleration solution for Abdominal organs and tumor segmentation.
  ☆20Updated last year
• Curli-quan / Slide-SAM
  ☆43Updated 9 months ago
• OliverRensu / MVG
  ☆58Updated last year
• mariannerakic / Tyche
  ☆51Updated last year