Akshay Chaudhari

1. Adapted large language models can outperform medical experts in clinical text summarization
   2023/09/14 by Dave Van Veen, Cara Van Uden, Louis Blankemeier +19 · 2 voices · 70 citations
   Computer Science · Biochemistry, Genetics and Molecular Biology · #Topic Modeling #Biomedical Text Mining and Ontologies #Machine Learning in Healthcare
2. A Vision-Language Foundation Model to Enhance Efficiency of Chest X-ray Interpretation
   2024/01/22 by Zhihong Chen, Maya Varma, Chen, Zhihong +37 · 46 citations
   Medicine · #COVID-19 diagnosis using AI #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Lung Cancer Diagnosis and Treatment #Radiomics and Machine Learning in Medical Imaging
3. TorchXRayVision: A library of chest X-ray datasets and models
   2021/10/31 by Joseph Cohen, Cohen, Joseph Paul, Joseph D. Viviano +19 · 21 citations
   Medicine · Computer Science · #COVID-19 diagnosis using AI #Machine Learning in Healthcare #Radiomics and Machine Learning in Medical Imaging
4. SKM-TEA: A Dataset for Accelerated MRI Reconstruction with Dense Image Labels for Quantitative Clinical Evaluation
   2022/03/13 by Arjun Desai, Andrew Schmidt, Desai, Arjun D +22 · 9 citations
   Medicine · Computer Science · #Advanced MRI Techniques and Applications #Radiomics and Machine Learning in Medical Imaging #Domain Adaptation and Few-Shot Learning
5. Generating Synthetic Data for Medical Imaging
   2024/09/01 by Lennart R. Koetzier, Jie Wu, Domenico Mastrodicasa +11 · 14 citations
   Computer Science · Biochemistry, Genetics and Molecular Biology · #AI in cancer detection #Medical Image Segmentation Techniques #Cell Image Analysis Techniques
6. MedAlign: A Clinician-Generated Dataset for Instruction Following with Electronic Medical Records
   2023/08/27 by Scott L. Fleming, Fleming, Scott L., Alejandro Lozano +57 · 9 citations
   Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare #Topic Modeling
7. MedHELM: Holistic Evaluation of Large Language Models for Medical Tasks
   2025/05/26 by Suhana Bedi, Bedi, Suhana, Hejie Cui +153 · 27 citations
   Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning in Healthcare #Topic Modeling
8. Deep Learning for Accelerated and Robust MRI Reconstruction: a Review
   2024/04/24 by Reinhard Heckel, Heckel, Reinhard, Mathews Jacob +7 · 7 citations
   Engineering · Medicine · Neuroscience · #Advanced X-ray and CT Imaging #Medical Imaging Techniques and Applications #Brain Tumor Detection and Classification
9. VORTEX: Physics-Driven Data Augmentations Using Consistency Training for Robust Accelerated MRI Reconstruction
   2021/11/03 by Arjun Desai, Beliz Gunel, Desai, Arjun D +15 · 2 citations
   Medicine · #Medical Imaging Techniques and Applications #Advanced MRI Techniques and Applications #Radiomics and Machine Learning in Medical Imaging
10. RadAdapt: Radiology Report Summarization via Lightweight Domain Adaptation of Large Language Models
    2023/05/02 by Dave Van Veen, Cara Van Uden, Van Veen, Dave +21 · 3 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
11. Five‐minute knee MRI for simultaneous morphometry and T2 relaxometry of cartilage and meniscus and for semiquantitative radiological assessment using double‐echo in steady‐state at 3T
    2017/11/01 by Akshay Chaudhari, Akshay S. Chaudhari, Marianne S. Black +13 · 3 citations
    Medicine · #Knee injuries and reconstruction techniques #Osteoarthritis Treatment and Mechanisms #Total Knee Arthroplasty Outcomes
12. Almanac Copilot: Towards Autonomous Electronic Health Record Navigation
    2024/04/30 by Cyril Zakka, Joseph Cho, Zakka, Cyril +21 · 3 citations
    Health Professions · #Artificial Intelligence (cs.AI) #Electronic Health Records Systems #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Information Retrieval (cs.IR) #Machine Learning (cs.LG)
13. A Generalist Model for Diverse Text-Guided Medical Image Synthesis
    2024/05/16 by Joseph Cho, Cho, Joseph, Cyril Zakka +20 · 3 citations
    Computer Science · #AI in cancer detection #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Image Retrieval and Classification Techniques #Machine Learning (cs.LG)
14. RaVL: Discovering and Mitigating Spurious Correlations in Fine-Tuned Vision-Language Models
    2024/11/06 by Maya Varma, Jean-Benoit Delbrouck, Varma, Maya +7 · 4 citations
    Computer Science · Medicine · #Multimodal Machine Learning Applications #Topic Modeling #COVID-19 diagnosis using AI
15. Combined 5‐minute double‐echo in steady‐state with separated echoes and 2‐minute proton‐density‐weighted 2D FSE sequence for comprehensive whole‐joint knee MRI assessment
    2018/12/23 by Akshay S. Chaudhari, Akshay Chaudhari, Kathryn J. Stevens +12 · 2 citations
    Engineering · Medicine · #Knee injuries and reconstruction techniques #Lower Extremity Biomechanics and Pathologies #Osteoarthritis Treatment and Mechanisms
16. OpenCapBench: A Benchmark to Bridge Pose Estimation and Biomechanics
    2024/06/14 by Yoni Gozlan, Gozlan, Yoni, Antoine Falisse +9 · 2 citations
    Computer Science · #Hand Gesture Recognition Systems
17. Rapid Knee MRI Acquisition and Analysis Techniques for Imaging Osteoarthritis
    2019/11/21 by Akshay Chaudhari, Akshay S. Chaudhari, Feliks Kogan +4 · 1 citation
    Medicine · #Advanced MRI Techniques and Applications #Bone and Joint Diseases #Osteoarthritis Treatment and Mechanisms
18. CheXalign: Preference fine-tuning in chest X-ray interpretation models without human feedback
    2024/10/09 by Zhihong Chen, Hein, Dennis, Sophie Ostmeier +18 · 1 citation
    Computer Science · Medicine · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning in Healthcare #Medical Imaging Techniques and Applications #Radiomics and Machine Learning in Medical Imaging
19. Evaluating and Improving the Effectiveness of Synthetic Chest X-Rays for Medical Image Analysis
    2024/11/27 by Eva Prakash, Jeya Maria Jose Valanarasu, Prakash, Eva +21 · 1 citation
    Engineering · Medicine · #Advanced X-ray and CT Imaging #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
20. MedVAE: Efficient Automated Interpretation of Medical Images with Large-Scale Generalizable Autoencoders
    2025/02/20 by Maya Varma, Ashwin S. Kumar, Varma, Maya +17 · 1 citation
    Computer Science · Engineering · Medicine · #AI in cancer detection #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Medical Imaging and Analysis #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
21. Comparison of accelerated MRI protocol approaches for clinical assessment of the knee
    2026/07/29 by Ananya Goyal, James MacKay, Matthew Petterson +9
    Medicine · #Advanced MRI Techniques and Applications #Bone and Joint Diseases #Osteoarthritis Treatment and Mechanisms
22. Symbal: Detecting Systematic Misalignments in Model-Generated Captions
    2026/07/16 by Maya Varma, Jean-Benoit Delbrouck, Sophie Ostmeier +2
    #cs.CV #cs.AI