[Nature 2026] Merlin is a 3D VLM for computed tomography that leverages both structured electronic health records (EHR) and unstructured radiology reports for pretraining.
☆438May 23, 2026Updated last month
Alternatives and similar repositories for Merlin
Users that are interested in Merlin are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Developing Generalist Foundation Models from a Multimodal Dataset for 3D Computed Tomography☆404Jul 18, 2025Updated 11 months ago
- Fine-grained Vision-language Pre-training for Enhanced CT Image Understanding (ICLR 2025)☆128Jan 16, 2026Updated 5 months ago
- ☆59Dec 11, 2024Updated last year
- Developing Generalist Foundation Models from a Multimodal Dataset for 3D Computed Tomography☆115Oct 15, 2024Updated last year
- [MIDL 2025] Efficient Automated Interpretation of Medical Images with Large-Scale Generalizable Autoencoders☆193May 3, 2026Updated last month
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- The official code for "Towards Generalist Foundation Model for Radiology by Leveraging Web-scale 2D&3D Medical Data".☆556Jul 25, 2025Updated 11 months ago
- CT-FM: A 3D Image-Based Foundation Model for Computed Tomography☆70Apr 22, 2026Updated 2 months ago
- [ICCV 2025] AbdomenAtlas 3.0 (9,262 CT volumes + medical reports). These “superhuman” reports are more accurate, detailed, standardized, …☆214Dec 31, 2025Updated 6 months ago
- Foundation 3D ViT model for volumetric head CT - Nature Biomedical Engineering☆59Apr 22, 2026Updated 2 months ago
- [ICCV 2025] Dataset of 10,135 abdominal CT scans with 15,130 tumors annotated across six organs and 5,893 controls. The AI ranks first in…☆59Nov 3, 2025Updated 7 months ago
- Official implementation of LLaVa-Rad, a small multimodal model for chest X-ray findings generation.☆58Jan 22, 2026Updated 5 months ago
- [ICLR 2024 oral; top 1.2%] Supervised Pre-Trained 3D Models for Medical Image Analysis (9,262 CT volumes + 25 annotated classes)☆423Jan 13, 2026Updated 5 months ago
- ☆43Jan 26, 2026Updated 5 months ago
- [NeurIPS 2023] AbdomenAtlas 1.0 (5,195 CT volumes + 9 annotated classes)☆306Nov 24, 2025Updated 7 months ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- M3D: Advancing 3D Medical Image Analysis with Multi-Modal Large Language Models☆447Apr 13, 2025Updated last year
- Radiology Language Evaluations☆11Nov 17, 2023Updated 2 years ago
- Tool for robust segmentation of >100 important anatomical structures in CT and MR images☆2,833Updated this week
- This repository provides a 3D implementation of DINOv2 for self-supervised pretraining on volumetric (3D) medical images using Lightly, M…☆55Apr 24, 2026Updated 2 months ago
- ☆72Mar 9, 2026Updated 3 months ago
- ☆199Feb 21, 2025Updated last year
- A curated list of foundation models for vision and language tasks in medical imaging☆300Jun 3, 2024Updated 2 years ago
- MICCAI 2024 & CT2Rep: Automated Radiology Report Generation for 3D Medical Imaging☆124Jul 1, 2024Updated last year
- Towards Scalable Language-Image Pre-training for 3D Medical Imaging [TMLR 2026]☆52May 22, 2026Updated last month
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- [Nature Machine Intelligence 2024] Code and evaluation repository for the paper☆133Mar 5, 2025Updated last year
- 🏆1st place in the PANORAMA challenge (early detection of PDAC on contrast-enhanced CT)☆19Jan 13, 2026Updated 5 months ago
- [NeurIPS 2025] Completeness-Aware Reconstruction Enhancement☆37Oct 18, 2025Updated 8 months ago
- paper list, dataset, and tools for radiology report generation☆453Updated this week
- [NeurIPS 2024] Touchstone - Benchmarking AI on 5,172 o.o.d. CT volumes and 9 anatomical structures☆137Nov 24, 2025Updated 7 months ago
- ECCV 2024 & GenerateCT: Text-Conditional Generation of 3D Chest CT Volumes☆194Jul 3, 2024Updated last year
- MONAI Versatile Imaging Segmentation and Annotation☆288Jun 3, 2026Updated 3 weeks ago
- [ICCV 2023] CLIP-Driven Universal Model; Rank first in MSD Competition.☆676Oct 24, 2025Updated 8 months ago
- This repository contains the pretraining code for the Pillar-0 model.☆36Jan 13, 2026Updated 5 months ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Computed tomography to body composition (Comp2Comp).☆119Jan 6, 2026Updated 5 months ago
- ViLMedic (Vision-and-Language medical research) is a modular framework for vision and language multimodal research in the medical field☆189Oct 9, 2025Updated 8 months ago
- Repo for MedSyn: Text-guided Anatomy-aware Synthesis of High-Fidelity 3D CT Images☆60Jul 12, 2024Updated last year
- [Nature Communications 2025] Large-Scale Generative Tumor Synthesis in Computed Tomography Images for Improving Tumor Recognition☆61Mar 20, 2026Updated 3 months ago
- [EMNLP, Findings 2024] a radiology report generation metric that leverages the natural language understanding of language models to ident…☆81Sep 9, 2025Updated 9 months ago
- [CVPR 2024] VoCo: A Simple-yet-Effective Volume Contrastive Learning Framework for 3D Medical Image Analysis☆228Dec 1, 2025Updated 7 months ago
- [ICCV 2025] MedSegFactory: Text-Guided Generation of Medical Image-Mask Pairs☆44Jan 26, 2026Updated 5 months ago