Cover Image

RetinalGPT: A Retinal Clinical Preference Conversational Assistant Powered by Large Vision-Language Models

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Zhu, Wenhui, Li, Xin, Chen, Xiwen, Qiu, Peijie, Vasa, Vamsi Krishna, Dong, Xuanzhao, Chen, Yanxi, Lepore, Natasha, Dumitrascu, Oana, Su, Yi, Wang, Yalin
Format:	Preprint
Published:	2025
Subjects:	Computer Vision and Pattern Recognition Artificial Intelligence Computation and Language Machine Learning
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Context-Aware Optimal Transport Learning for Retinal Fundus Image Enhancement
by: Vasa, Vamsi Krishna, et al.
Published: (2024)

Many-MobileNet: Multi-Model Augmentation for Robust Retinal Disease Classification
by: Wang, Hao, et al.
Published: (2024)

EyeBench: A Call for More Rigorous Evaluation of Retinal Image Enhancement
by: Zhu, Wenhui, et al.
Published: (2025)

CUNSB-RFIE: Context-aware Unpaired Neural Schrödinger Bridge in Retinal Fundus Image Enhancement
by: Dong, Xuanzhao, et al.
Published: (2024)

STA-Unet: Rethink the semantic redundant for Medical Imaging Segmentation
by: Vasa, Vamsi Krishna, et al.
Published: (2024)

nnMobileNet: Rethinking CNN for Retinopathy Research
by: Zhu, Wenhui, et al.
Published: (2023)

SGW-GAN: Sliced Gromov-Wasserstein Guided GANs for Retinal Fundus Image Enhancement
by: Xiong, Yujian, et al.
Published: (2026)

A BERT-Style Self-Supervised Learning CNN for Disease Identification from Retinal Images
by: Li, Xin, et al.
Published: (2025)

nnMobileNet++: Towards Efficient Hybrid Networks for Retinal Image Analysis
by: Li, Xin, et al.
Published: (2025)

RBAD: A Dataset and Benchmark for Retinal Vessels Branching Angle Detection
by: Wang, Hao, et al.
Published: (2024)

VAOT: Vessel-Aware Optimal Transport for Retinal Fundus Enhancement
by: Dong, Xuanzhao, et al.
Published: (2025)

PDL: Regularizing Multiple Instance Learning with Progressive Dropout Layers
by: Zhu, Wenhui, et al.
Published: (2023)

Bridging Restoration and Diagnosis: A Comprehensive Benchmark for Retinal Fundus Enhancement
by: Dong, Xuanzhao, et al.
Published: (2026)

TPOT: Topology Preserving Optimal Transport in Retinal Fundus Image Enhancement
by: Dong, Xuanzhao, et al.
Published: (2024)

EViT-Unet: U-Net Like Efficient Vision Transformer for Medical Image Segmentation on Mobile and Edge Devices
by: Li, Xin, et al.
Published: (2024)

Toward Effective Reinforcement Learning Fine-Tuning for Medical VQA in Vision-Language Models
by: Zhu, Wenhui, et al.
Published: (2025)

Your Agent is More Brittle Than You Think: Uncovering Indirect Injection Vulnerabilities in Agentic LLMs
by: Zhu, Wenhui, et al.
Published: (2026)

Talk Before You Retrieve: Agent-Led Discussions for Better RAG in Medical QA
by: Dong, Xuanzhao, et al.
Published: (2025)

LLaDA-MedV: Exploring Large Language Diffusion Models for Biomedical Image Understanding
by: Dong, Xuanzhao, et al.
Published: (2025)

AHA: Aligning Large Audio-Language Models for Reasoning Hallucinations via Counterfactual Hard Negatives
by: Chen, Yanxi, et al.
Published: (2025)

Hierarchical Mesh Transformers with Topology-Guided Pretraining for Morphometric Analysis of Brain Structures
by: Xiong, Yujian, et al.
Published: (2026)

DGR-MIL: Exploring Diverse Global Representation in Multiple Instance Learning for Whole Slide Image Classification
by: Zhu, Wenhui, et al.
Published: (2024)

DRA-GRPO: Your GRPO Needs to Know Diverse Reasoning Paths for Mathematical Reasoning
by: Chen, Xiwen, et al.
Published: (2025)

Imaging Signal Recovery Using Neural Network Priors Under Uncertain Forward Model Parameters
by: Chen, Xiwen, et al.
Published: (2024)

Mags-RL: Wearing Multimodal LLMs a Magnifying Glass via Agentic Reinforcement Learning For Complex Scene Reasoning
by: Dong, Xuanzhao, et al.
Published: (2026)

Prompt-OT: An Optimal Transport Regularization Paradigm for Knowledge Preservation in Vision-Language Model Adaptation
by: Chen, Xiwen, et al.
Published: (2025)

Reconstructing Retinal Visual Images from 3T fMRI Data Enhanced by Unsupervised Learning
by: Xiong, Yujian, et al.
Published: (2024)

AMG: Avatar Motion Guided Video Generation
by: Yang, Zhangsihao, et al.
Published: (2024)

SelfReg-UNet: Self-Regularized UNet for Medical Image Segmentation
by: Zhu, Wenhui, et al.
Published: (2024)

Cracking Instance Jigsaw Puzzles: An Alternative to Multiple Instance Learning for Whole Slide Image Analysis
by: Chen, Xiwen, et al.
Published: (2025)

SODA: Semi On-Policy Black-Box Distillation for Large Language Models
by: Chen, Xiwen, et al.
Published: (2026)

OTPrune: Distribution-Aligned Visual Token Pruning via Optimal Transport
by: Chen, Xiwen, et al.
Published: (2026)

How Effective Can Dropout Be in Multiple Instance Learning ?
by: Zhu, Wenhui, et al.
Published: (2025)

OphIn-500K: Curating Web-Scale Visual Instructions for Scaling Ophthalmic Multimodal Large Language Models
by: Dong, Xuanzhao, et al.
Published: (2026)

EVTP-IVS: Effective Visual Token Pruning For Unifying Instruction Visual Segmentation In Multi-Modal Large Language Models
by: Zhu, Wenhui, et al.
Published: (2025)

PSScreen V2: Partially Supervised Multiple Retinal Disease Screening
by: Zheng, Boyi, et al.
Published: (2025)

Multimodal Variational Autoencoder: a Barycentric View
by: Qiu, Peijie, et al.
Published: (2024)

SC-MIL: Sparsely Coded Multiple Instance Learning for Whole Slide Image Classification
by: Qiu, Peijie, et al.
Published: (2023)

AriadneMem: Threading the Maze of Lifelong Memory for LLM Agents
by: Zhu, Wenhui, et al.
Published: (2026)

EZBlender: Efficient 3D Editing with Plan-and-ReAct Agent
by: Wang, Hao, et al.
Published: (2026)