Junzhi Ning

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upvoted 2 papers 6 months ago

Project Imaging-X: A Survey of 1000+ Open-Access Medical Imaging Datasets for Foundation Model Development

Paper • 2603.27460 • Published Mar 29 • 72

MedQ-Deg: A Multidimensional Benchmark for Evaluating MLLMs Across Medical Image Quality Degradations

Paper • 2603.07769 • Published Mar 8 • 2

upvoted a paper 7 months ago

Modality Gap-Driven Subspace Alignment Training Paradigm For Multimodal Large Language Models

Paper • 2602.07026 • Published Feb 2 • 141

upvoted a paper 8 months ago

GMAI-VL & GMAI-VL-5.5M: A Large Vision-Language Model and A Comprehensive Multimodal Dataset Towards General Medical AI

Paper • 2411.14522 • Published Nov 21, 2024 • 39

upvoted 3 papers 11 months ago

Ophora: A Large-Scale Data-Driven Text-Guided Ophthalmic Surgical Video Generation Model

Paper • 2505.07449 • Published May 12, 2025 • 1

MedQ-Bench: Evaluating and Exploring Medical Image Quality Assessment Abilities in MLLMs

Paper • 2510.01691 • Published Oct 2, 2025 • 4

Unimedvl: Unifying Medical Multimodal Understanding And Generation Through Observation-Knowledge-Analysis

Paper • 2510.15710 • Published Oct 17, 2025 • 8

upvoted 3 papers about 1 year ago

A Survey of Scientific Large Language Models: From Data Foundations to Agent Frontiers

Paper • 2508.21148 • Published Aug 28, 2025 • 144

GMAI-VL-R1: Harnessing Reinforcement Learning for Multimodal Medical Reasoning

Paper • 2504.01886 • Published Apr 2, 2025 • 3

Intern-S1: A Scientific Multimodal Foundation Model

Paper • 2508.15763 • Published Aug 21, 2025 • 274