MedVision: Dataset and Benchmark for Quantitative Medical Image Analysis
Fuente:
arXiv
Saved in:
| Main Authors: | Yao, Yongcheng, Zong, Yongshuo, Dutt, Raman, Yang, Yongxin, Tsaftaris, Sotirios A, Hospedales, Timothy |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
CLIP-Joint-Detect: End-to-End Joint Training of Object Detectors with Contrastive Vision-Language Supervision
by: Raoufi, Behnam, et al.
Published: (2025)
by: Raoufi, Behnam, et al.
Published: (2025)
U-Net-Like Spiking Neural Networks for Single Image Dehazing
by: Li, Huibin, et al.
Published: (2025)
by: Li, Huibin, et al.
Published: (2025)
DualPrompt-MedCap: A Dual-Prompt Enhanced Approach for Medical Image Captioning
by: Zhao, Yining, et al.
Published: (2025)
by: Zhao, Yining, et al.
Published: (2025)
Computer Vision for Clinical Gait Analysis: A Gait Abnormality Video Dataset
by: Ranjan, Rahm, et al.
Published: (2024)
by: Ranjan, Rahm, et al.
Published: (2024)
FairTune: Optimizing Parameter Efficient Fine Tuning for Fairness in Medical Image Analysis
by: Dutt, Raman, et al.
Published: (2023)
by: Dutt, Raman, et al.
Published: (2023)
CoMViT: An Efficient Vision Backbone for Supervised Classification in Medical Imaging
by: Safdar, Aon, et al.
Published: (2025)
by: Safdar, Aon, et al.
Published: (2025)
Mitigating Catastrophic Forgetting in the Incremental Learning of Medical Images
by: Yavari, Sara, et al.
Published: (2025)
by: Yavari, Sara, et al.
Published: (2025)
BlindSight: Harnessing Sparsity for Efficient Vision-Language Models
by: Srikrishnan, Tharun Adithya, et al.
Published: (2025)
by: Srikrishnan, Tharun Adithya, et al.
Published: (2025)
Comparative Analysis of Vision Transformers and Convolutional Neural Networks for Medical Image Classification
by: Kawadkar, Kunal
Published: (2025)
by: Kawadkar, Kunal
Published: (2025)
IMASHRIMP: Automatic White Shrimp (Penaeus vannamei) Biometrical Analysis from Laboratory Images Using Computer Vision and Deep Learning
by: González, Abiam Remache, et al.
Published: (2025)
by: González, Abiam Remache, et al.
Published: (2025)
CCVA-FL: Cross-Client Variations Adaptive Federated Learning for Medical Imaging
by: Gupta, Sunny, et al.
Published: (2024)
by: Gupta, Sunny, et al.
Published: (2024)
The Underlying Dynamics of Life and Its Evolution: A Prigogine-Inspired Informational Dissipative System
by: Chirumbolo, Salvatore, et al.
Published: (2024)
by: Chirumbolo, Salvatore, et al.
Published: (2024)
MINT: Mitigating Hallucinations in Large Vision-Language Models via Token Reduction
by: Wang, Chao, et al.
Published: (2025)
by: Wang, Chao, et al.
Published: (2025)
A Comparative Analysis of Recurrent and Attention Architectures for Isolated Sign Language Recognition
by: Alishzade, Nigar, et al.
Published: (2025)
by: Alishzade, Nigar, et al.
Published: (2025)
PhysNote: Self-Knowledge Notes for Evolvable Physical Reasoning in Vision-Language Model
by: Zhang, Sinin, et al.
Published: (2026)
by: Zhang, Sinin, et al.
Published: (2026)
PhysicsArena: The First Multimodal Physics Reasoning Benchmark Exploring Variable, Process, and Solution Dimensions
by: Dai, Song, et al.
Published: (2025)
by: Dai, Song, et al.
Published: (2025)
From Gaze to Insight: Bridging Human Visual Attention and Vision Language Model Explanation for Weakly-Supervised Medical Image Segmentation
by: Chen, Jingkun, et al.
Published: (2025)
by: Chen, Jingkun, et al.
Published: (2025)
A Challenging Benchmark of Anime Style Recognition
by: Li, Haotang, et al.
Published: (2022)
by: Li, Haotang, et al.
Published: (2022)
Taming the Tail: Leveraging Asymmetric Loss and Pade Approximation to Overcome Medical Image Long-Tailed Class Imbalance
by: Kashyap, Pankhi, et al.
Published: (2024)
by: Kashyap, Pankhi, et al.
Published: (2024)
Parameter-Efficient Fine-Tuning for Medical Image Analysis: The Missed Opportunity
by: Dutt, Raman, et al.
Published: (2023)
by: Dutt, Raman, et al.
Published: (2023)
T-REX: Vision-Based System for Autonomous Leaf Detection and Grasp Estimation
by: Selvam, Srecharan, et al.
Published: (2025)
by: Selvam, Srecharan, et al.
Published: (2025)
Symmetry Awareness Encoded Deep Learning Framework for Brain Imaging Analysis
by: Ma, Yang, et al.
Published: (2024)
by: Ma, Yang, et al.
Published: (2024)
EmoVerse: A MLLMs-Driven Emotion Representation Dataset for Interpretable Visual Emotion Analysis
by: Guo, Yijie, et al.
Published: (2025)
by: Guo, Yijie, et al.
Published: (2025)
Collaborative AI Enhances Image Understanding in Materials Science
by: Yin, Ruoyan Avery, et al.
Published: (2025)
by: Yin, Ruoyan Avery, et al.
Published: (2025)
Scale-Free Image Keypoints Using Differentiable Persistent Homology
by: Barbarani, Giovanni, et al.
Published: (2024)
by: Barbarani, Giovanni, et al.
Published: (2024)
Dream to Fly: Model-Based Reinforcement Learning for Vision-Based Drone Flight
by: Romero, Angel, et al.
Published: (2025)
by: Romero, Angel, et al.
Published: (2025)
Vision-based Situational Graphs Exploiting Fiducial Markers for the Integration of Semantic Entities
by: Tourani, Ali, et al.
Published: (2023)
by: Tourani, Ali, et al.
Published: (2023)
UnCageNet: Tracking and Pose Estimation of Caged Animal
by: Dutta, Sayak, et al.
Published: (2025)
by: Dutta, Sayak, et al.
Published: (2025)
AGOP as Explanation: From Feature Learning to Per-Sample Attribution in Image Classifiers
by: Katakam, Raj Kiran Gupta
Published: (2026)
by: Katakam, Raj Kiran Gupta
Published: (2026)
Lifelong Learning in Vision-Language Models: Enhanced EWC with Cross-Modal Knowledge Retention
by: Durrani, Hamza Ahmed, et al.
Published: (2026)
by: Durrani, Hamza Ahmed, et al.
Published: (2026)
StratXplore: Strategic Novelty-seeking and Instruction-aligned Exploration for Vision and Language Navigation
by: Gopinathan, Muraleekrishna, et al.
Published: (2024)
by: Gopinathan, Muraleekrishna, et al.
Published: (2024)
Learning Association via Track-Detection Matching for Multi-Object Tracking
by: Adžemović, Momir
Published: (2025)
by: Adžemović, Momir
Published: (2025)
MaP-AVR: A Meta-Action Planner for Agents Leveraging Vision Language Models and Retrieval-Augmented Generation
by: Guo, Zhenglong, et al.
Published: (2025)
by: Guo, Zhenglong, et al.
Published: (2025)
ICG: Improving Cover Image Generation via MLLM-based Prompting and Personalized Preference Alignment
by: Bian, Zhipeng, et al.
Published: (2026)
by: Bian, Zhipeng, et al.
Published: (2026)
SurgVLM: A Large Vision-Language Model and Systematic Evaluation Benchmark for Surgical Intelligence
by: Zeng, Zhitao, et al.
Published: (2025)
by: Zeng, Zhitao, et al.
Published: (2025)
Reference Dataset and Benchmark for Reconstructing Laser Parameters from On-axis Video in Powder Bed Fusion of Bulk Stainless Steel
by: Blanc, Cyril, et al.
Published: (2024)
by: Blanc, Cyril, et al.
Published: (2024)
GroundCap: A Visually Grounded Image Captioning Dataset
by: Oliveira, Daniel A. P., et al.
Published: (2025)
by: Oliveira, Daniel A. P., et al.
Published: (2025)
Beyond Visual Understanding: Introducing PARROT-360V for Vision Language Model Benchmarking
by: Khurdula, Harsha Vardhan, et al.
Published: (2024)
by: Khurdula, Harsha Vardhan, et al.
Published: (2024)
Spatially-Aware Speaker for Vision-and-Language Navigation Instruction Generation
by: Gopinathan, Muraleekrishna, et al.
Published: (2024)
by: Gopinathan, Muraleekrishna, et al.
Published: (2024)
Closed-Loop Neural Activation Control in Vision-Language-Action Models
by: Babu, Abhijith, et al.
Published: (2026)
by: Babu, Abhijith, et al.
Published: (2026)
Similar Items
-
CLIP-Joint-Detect: End-to-End Joint Training of Object Detectors with Contrastive Vision-Language Supervision
by: Raoufi, Behnam, et al.
Published: (2025) -
U-Net-Like Spiking Neural Networks for Single Image Dehazing
by: Li, Huibin, et al.
Published: (2025) -
DualPrompt-MedCap: A Dual-Prompt Enhanced Approach for Medical Image Captioning
by: Zhao, Yining, et al.
Published: (2025) -
Computer Vision for Clinical Gait Analysis: A Gait Abnormality Video Dataset
by: Ranjan, Rahm, et al.
Published: (2024) -
FairTune: Optimizing Parameter Efficient Fine Tuning for Fairness in Medical Image Analysis
by: Dutt, Raman, et al.
Published: (2023)