BenchX: A Unified Benchmark Framework for Medical Vision-Language Pretraining on Chest X-Rays
Fuente:
arXiv
Saved in:
| Main Authors: | Zhou, Yang, Faith, Tan Li Hui, Xu, Yanyu, Leng, Sicong, Xu, Xinxing, Liu, Yong, Goh, Rick Siow Mong |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Partially Supervised Unpaired Multi-Modal Learning for Label-Efficient Medical Image Segmentation
by: Zhu, Lei, et al.
Published: (2025)
by: Zhu, Lei, et al.
Published: (2025)
MaskedCLIP: Bridging the Masked and CLIP Space for Semi-Supervised Medical Vision-Language Pre-training
by: Zhu, Lei, et al.
Published: (2025)
by: Zhu, Lei, et al.
Published: (2025)
AdvMIM: Adversarial Masked Image Modeling for Semi-Supervised Medical Image Segmentation
by: Zhu, Lei, et al.
Published: (2025)
by: Zhu, Lei, et al.
Published: (2025)
Aligning Medical Conversational AI through Online Reinforcement Learning with Information-Theoretic Rewards
by: Verma, Tanvi, et al.
Published: (2026)
by: Verma, Tanvi, et al.
Published: (2026)
A New Perspective to Boost Performance Fairness for Medical Federated Learning
by: Yan, Yunlu, et al.
Published: (2024)
by: Yan, Yunlu, et al.
Published: (2024)
Text to Image for Multi-Label Image Recognition with Joint Prompt-Adapter Learning
by: Feng, Chun-Mei, et al.
Published: (2025)
by: Feng, Chun-Mei, et al.
Published: (2025)
AiRacleX: Automated Detection of Price Oracle Manipulations via LLM-Driven Knowledge Mining and Prompt Generation
by: Gao, Bo, et al.
Published: (2025)
by: Gao, Bo, et al.
Published: (2025)
Grounded Knowledge-Enhanced Medical Vision-Language Pre-training for Chest X-Ray
by: Deng, Qiao, et al.
Published: (2024)
by: Deng, Qiao, et al.
Published: (2024)
Federated Uncertainty-Aware Aggregation for Fundus Diabetic Retinopathy Staging
by: Wang, Meng, et al.
Published: (2023)
by: Wang, Meng, et al.
Published: (2023)
Enhancing Community Vision Screening -- AI Driven Retinal Photography for Early Disease Detection and Patient Trust
by: Lei, Xiaofeng, et al.
Published: (2024)
by: Lei, Xiaofeng, et al.
Published: (2024)
How Interpretable are Reasoning Explanations from Prompting Large Language Models?
by: Yeo, Wei Jie, et al.
Published: (2024)
by: Yeo, Wei Jie, et al.
Published: (2024)
CPT: Consistent Proxy Tuning for Black-box Optimization
by: He, Yuanyang, et al.
Published: (2024)
by: He, Yuanyang, et al.
Published: (2024)
From Generalist to Specialist: Adapting Vision Language Models via Task-Specific Visual Instruction Tuning
by: Bai, Yang, et al.
Published: (2024)
by: Bai, Yang, et al.
Published: (2024)
CorBenchX: Large-Scale Chest X-Ray Error Dataset and Vision-Language Model Benchmark for Report Error Correction
by: Zou, Jing, et al.
Published: (2025)
by: Zou, Jing, et al.
Published: (2025)
UrFound: Towards Universal Retinal Foundation Models via Knowledge-Guided Masked Modeling
by: Yu, Kai, et al.
Published: (2024)
by: Yu, Kai, et al.
Published: (2024)
Learning Prompt with Distribution-Based Feature Replay for Few-Shot Class-Incremental Learning
by: Huang, Zitong, et al.
Published: (2024)
by: Huang, Zitong, et al.
Published: (2024)
ViX-Ray: A Vietnamese Chest X-Ray Dataset for Vision-Language Models
by: Nguyen, Duy Vu Minh, et al.
Published: (2026)
by: Nguyen, Duy Vu Minh, et al.
Published: (2026)
Reliable Joint Segmentation of Retinal Edema Lesions in OCT Images
by: Wang, Meng, et al.
Published: (2022)
by: Wang, Meng, et al.
Published: (2022)
UniX: Unifying Autoregression and Diffusion for Chest X-Ray Understanding and Generation
by: Zhang, Ruiheng, et al.
Published: (2026)
by: Zhang, Ruiheng, et al.
Published: (2026)
Structured Semantic Cloaking for Jailbreak Attacks on Large Language Models
by: Sun, Xiaobing, et al.
Published: (2026)
by: Sun, Xiaobing, et al.
Published: (2026)
Reliable segmentation of multiple lesions from medical images
by: Meng Wang, et al.
Published: (2024)
by: Meng Wang, et al.
Published: (2024)
An Aggregation-Free Federated Learning for Tackling Data Heterogeneity
by: Wang, Yuan, et al.
Published: (2024)
by: Wang, Yuan, et al.
Published: (2024)
Towards Reliable Medical Image Segmentation by Modeling Evidential Calibrated Uncertainty
by: Zou, Ke, et al.
Published: (2023)
by: Zou, Ke, et al.
Published: (2023)
Reasoning Visual Language Model for Chest X-Ray Analysis
by: Myronenko, Andriy, et al.
Published: (2025)
by: Myronenko, Andriy, et al.
Published: (2025)
Enabling Energy-Efficient Deployment of Large Language Models on Memristor Crossbar: A Synergy of Large and Small
by: Wang, Zhehui, et al.
Published: (2024)
by: Wang, Zhehui, et al.
Published: (2024)
ChestGPT: Integrating Large Language Models and Vision Transformers for Disease Detection and Localization in Chest X-Rays
by: Khan, Shehroz S., et al.
Published: (2025)
by: Khan, Shehroz S., et al.
Published: (2025)
Semi-rPPG: Semi-Supervised Remote Physiological Measurement with Curriculum Pseudo-Labeling
by: Wu, Bingjie, et al.
Published: (2025)
by: Wu, Bingjie, et al.
Published: (2025)
Look Back for More: Harnessing Historical Sequential Updates for Personalized Federated Adapter Tuning
by: Peng, Danni, et al.
Published: (2025)
by: Peng, Danni, et al.
Published: (2025)
Secure and Explainable Fraud Detection in Finance via Hierarchical Multi-source Dataset Distillation
by: Qian, Yiming, et al.
Published: (2025)
by: Qian, Yiming, et al.
Published: (2025)
Pretraining Vision-Language Model for Difference Visual Question Answering in Longitudinal Chest X-rays
by: Cho, Yeongjae, et al.
Published: (2024)
by: Cho, Yeongjae, et al.
Published: (2024)
Seeing Like Radiologists: Context- and Gaze-Guided Vision-Language Pretraining for Chest X-rays
by: Liu, Kang, et al.
Published: (2026)
by: Liu, Kang, et al.
Published: (2026)
Atomic Smart Contract Interoperability with High Efficiency via Cross-Chain Integrated Execution
by: Yin, Chaoyue, et al.
Published: (2025)
by: Yin, Chaoyue, et al.
Published: (2025)
BriDe Arbitrager: Enhancing Arbitrage in Ethereum 2.0 via Bribery-enabled Delayed Block Production
by: Yang, Hulin, et al.
Published: (2024)
by: Yang, Hulin, et al.
Published: (2024)
CoCa-CXR: Contrastive Captioners Learn Strong Temporal Structures for Chest X-Ray Vision-Language Understanding
by: Chen, Yixiong, et al.
Published: (2025)
by: Chen, Yixiong, et al.
Published: (2025)
X-Ray-CoT: Interpretable Chest X-ray Diagnosis with Vision-Language Models via Chain-of-Thought Reasoning
by: Ng, Chee, et al.
Published: (2025)
by: Ng, Chee, et al.
Published: (2025)
Evaluating and Improving the Effectiveness of Synthetic Chest X-Rays for Medical Image Analysis
by: Prakash, Eva, et al.
Published: (2024)
by: Prakash, Eva, et al.
Published: (2024)
Improving Learning of New Diseases through Knowledge-Enhanced Initialization for Federated Adapter Tuning
by: Peng, Danni, et al.
Published: (2025)
by: Peng, Danni, et al.
Published: (2025)
DPxFin: Adaptive Differential Privacy for Anti-Money Laundering Detection via Reputation-Weighted Federated Learning
by: Kanagavelu, Renuga, et al.
Published: (2026)
by: Kanagavelu, Renuga, et al.
Published: (2026)
Table-Lookup MAC: Scalable Processing of Quantised Neural Networks in FPGA Soft Logic
by: Gerlinghoff, Daniel, et al.
Published: (2024)
by: Gerlinghoff, Daniel, et al.
Published: (2024)
AOR: Anatomical Ontology-Guided Reasoning for Medical Large Multimodal Model in Chest X-Ray Interpretation
by: Li, Qingqiu, et al.
Published: (2025)
by: Li, Qingqiu, et al.
Published: (2025)
Similar Items
-
Partially Supervised Unpaired Multi-Modal Learning for Label-Efficient Medical Image Segmentation
by: Zhu, Lei, et al.
Published: (2025) -
MaskedCLIP: Bridging the Masked and CLIP Space for Semi-Supervised Medical Vision-Language Pre-training
by: Zhu, Lei, et al.
Published: (2025) -
AdvMIM: Adversarial Masked Image Modeling for Semi-Supervised Medical Image Segmentation
by: Zhu, Lei, et al.
Published: (2025) -
Aligning Medical Conversational AI through Online Reinforcement Learning with Information-Theoretic Rewards
by: Verma, Tanvi, et al.
Published: (2026) -
A New Perspective to Boost Performance Fairness for Medical Federated Learning
by: Yan, Yunlu, et al.
Published: (2024)