- Predetermined Change Control Plan Adoption and Documentation Transparency in FDA-cleared Radiology Artificial Intelligence/Machine Learning Devices
2026/07/29 by Ketan Dayma, Palak Patel, Kenneth Hildreth +1 · 1 voice
Medicine · #Artificial Intelligence in Healthcare and Education #Radiology practices and education #Radiomics and Machine Learning in Medical Imaging
- A co-evolving agentic AI system for medical imaging analysis
2025/09/24 by Songhao Li, Jonathan Xu, Li, Songhao +24 · 3 citations
Computer Science · Medicine · #AI in cancer detection #Artificial Intelligence in Healthcare and Education #Computer Vision and Pattern Recognition (cs.CV) #FOS: Biological sciences #FOS: Computer and information sciences #Quantitative Methods (q-bio.QM) #Radiomics and Machine Learning in Medical Imaging
- Self-supervised learning of imaging and clinical signatures using a multimodal joint-embedding predictive architecture
2025/09/18 by Thomas Li, Aravind R. Krishnan, Li, Thomas Z. +13 · 1 citation
Computer Science · Medicine · Neuroscience · #AI in cancer detection #Artificial Intelligence (cs.AI) #Brain Tumor Detection and Classification #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Radiomics and Machine Learning in Medical Imaging
- A Multimodal and Multi-centric Head and Neck Cancer Dataset for Segmentation, Diagnosis and Outcome Prediction
2025/08/30 by Numan Saeed, Salma Hassan, Saeed, Numan +82 · 1 citation
Computer Science · Medicine · #AI in cancer detection #Radiomics and Machine Learning in Medical Imaging #Head and Neck Cancer Studies
- Artificial intelligence across the cancer care continuum
2025/08/14 by Irbaz Bin Riaz, Muhammad Ali Khan, Travis Osterman · 1 voice · 1 citation
Computer Science · Medicine · #AI in cancer detection #Artificial Intelligence in Healthcare and Education #Radiomics and Machine Learning in Medical Imaging
- CADS: A Comprehensive Anatomical Dataset and Segmentation for Whole-Body Anatomy in Computed Tomography
2025/07/29 by Murong Xu, Xu, Murong, Tamaz Amiranashvili +62 · 2 citations
Engineering · Physics and Astronomy · Medicine · #Medical Imaging and Analysis #Advanced Radiotherapy Techniques #Radiomics and Machine Learning in Medical Imaging
- Direct Dual-Energy CT Material Decomposition using Model-based Denoising Diffusion Model
2025/07/24 by Hang Xu, Alexandre Bousse, Xu, Hang +3 · 1 citation
Engineering · Medicine · #92C55 #94A08 #Advanced X-ray and CT Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Physical sciences #I.4.5 #Image and Video Processing (eess.IV) #J.3 #Medical Imaging Techniques and Applications #Medical Physics (physics.med-ph) #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
- Self-Supervised Joint Reconstruction and Denoising of T2-Weighted PROPELLER MRI of the Lungs at 0.55T
2025/07/18 by Chen, Jingjia, Pei, Haoyang, Maier, Christoph +6 · 1 citation
Medicine · Physics and Astronomy · #Atomic and Subatomic Physics Research #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Lung Cancer Diagnosis and Treatment #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
- Prediction of Early Neoadjuvant Chemotherapy Response of Breast Cancer through Deep Learning–based Pharmacokinetic Quantification of DCE MRI
2025/07/09 by Chaowei Wu, Lixia Wang, Nan Wang +6 · 2 voices · 1 citation
Medicine · #MRI in cancer diagnosis #Medical Imaging Techniques and Applications #Radiomics and Machine Learning in Medical Imaging
- The generative era of medical AI
2025/07/01 by John Fahrner, L. John Fahrner, Emma Chen +3 · 1 voice · 4 citations
Computer Science · Medicine · #AI in cancer detection #Artificial Intelligence in Healthcare and Education #Radiomics and Machine Learning in Medical Imaging
- BraTS-PEDs: Results of the Multi-Consortium International Pediatric Brain Tumor Segmentation Challenge 2023
2025/06/26 by Anahita Fathi Kazerooni, Nastaran Khalili, Xinyang Liu +77 · 1 voice · 3 citations
Medicine · #Radiomics and Machine Learning in Medical Imaging #Glioma Diagnosis and Treatment #Medical Imaging Techniques and Applications
- High-Performance Open-Source AI for Breast Cancer Detection and Localization in MRI
2025/06/25 by Lukas Hirsch, Elizabeth J. Sutton, Yu Huang +5 · 2 voices · 1 citation
Computer Science · Medicine · #AI in cancer detection #MRI in cancer diagnosis #Radiomics and Machine Learning in Medical Imaging
- Outlier-Safe Pre-Training for Robust 4-Bit Quantization of Large Language Models
2025/06/24 by Jung‐Woo Park, Taewhoo Lee, Park, Jungwoo +7 · 2 citations
Computer Science · Medicine · #Speech Recognition and Synthesis #COVID-19 diagnosis using AI #Radiomics and Machine Learning in Medical Imaging
- Reconsidering Explicit Longitudinal Mammography Alignment for Enhanced Breast Cancer Risk Prediction
2025/06/24 by Solveig Thrun, Stine Hansen, Thrun, Solveig +17 · 3 citations
Computer Science · Medicine · #AI in cancer detection #Radiomics and Machine Learning in Medical Imaging #Digital Radiography and Breast Imaging
- Xray2Xray: World Model from Chest X-rays with Volumetric Context
2025/06/17 by Zefan Yang, X. Michael Song, Yang, Zefan +11 · 3 citations
Medicine · #Digital Radiography and Breast Imaging #Medical Imaging Techniques and Applications #Radiomics and Machine Learning in Medical Imaging
- MRI-CORE: A Foundation Model for Magnetic Resonance Imaging
2025/06/13 by Haoyu Dong, Yu‐Wen Chen, Dong, Haoyu +11 · 7 citations
Medicine · Engineering · #Advanced MRI Techniques and Applications #Radiomics and Machine Learning in Medical Imaging #Medical Imaging and Analysis
- BraTS orchestrator : Democratizing and Disseminating state-of-the-art brain tumor image analysis
2025/06/13 by Florian Kofler, Marcel Rosier, Kofler, Florian +70 · 5 citations
Biochemistry, Genetics and Molecular Biology · Medicine · Neuroscience · #Artificial Intelligence (cs.AI) #Brain Tumor Detection and Classification #Cell Image Analysis Techniques #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
- 3D-RAD: A Comprehensive 3D Radiology Med-VQA Dataset with Multi-Temporal Analysis and Diverse Diagnostic Tasks
2025/06/11 by Xiaotang Gai, Jiaxiang Liu, Gai, Xiaotang +9 · 4 citations
Engineering · Medicine · #Advanced X-ray and CT Imaging #Radiomics and Machine Learning in Medical Imaging #Medical Imaging Techniques and Applications
- NTIRE 2025 XGC Quality Assessment Challenge: Methods and Results
2025/06/03 by Xiaohong Liu, Liu, Xiaohong, Xiongkuo Min +176 · 3 citations
Computer Science · Medicine · #Seismology and Earthquake Studies #Radiomics and Machine Learning in Medical Imaging
- Ivy-Fake: A Unified Explainable Framework and Benchmark for Image and Video AIGC Detection
2025/06/01 by Changjiang Jiang, Jiang, Changjiang, Zhonghao Zhang +11 · 10 citations
Computer Science · Medicine · #Explainable Artificial Intelligence (XAI) #Radiomics and Machine Learning in Medical Imaging #Medical Imaging Techniques and Applications
- Automated Structured Radiology Report Generation
2025/05/30 by Jean-Benoit Delbrouck, Justin Xu, Delbrouck, Jean-Benoit +22 · 3 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Medicine · #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Radiomics and Machine Learning in Medical Imaging #Topic Modeling
- Diagnosing and Addressing Pitfalls in KG-RAG Datasets: Toward More Reliable Benchmarking
2025/05/29 by Liangliang Zhang, Zhang, Liangliang, Jiang, Zhuorui +17 · 4 citations
Computer Science · Medicine · #Machine Learning in Healthcare #Radiomics and Machine Learning in Medical Imaging
- Lunguage: A Benchmark for Structured and Sequential Chest X-ray Interpretation
2025/05/27 by Jong Hak Moon, Moon, Jong Hak, Paloma Rabaey +20 · 3 citations
Medicine · Physics and Astronomy · #Artificial Intelligence (cs.AI) #Atomic and Subatomic Physics Research #Computation and Language (cs.CL) #FOS: Computer and information sciences #Lung Cancer Diagnosis and Treatment #Radiomics and Machine Learning in Medical Imaging
- PathBench: A comprehensive comparison benchmark for pathology foundation models towards precision oncology
2025/05/26 by Jiabo Ma, Ma, Jiabo, Yingxue Xu +48 · 7 citations
Medicine · Computer Science · Biochemistry, Genetics and Molecular Biology · #Radiomics and Machine Learning in Medical Imaging #AI in cancer detection #Cancer Genomics and Diagnostics
- Advancing Limited-Angle CT Reconstruction Through Diffusion-Based Sinogram Completion
2025/05/26 by Jiaqi Guo, Santiago López-Tapia, Guo, Jiaqi +3 · 2 citations
Medicine · Engineering · #Medical Imaging Techniques and Applications #Advanced X-ray and CT Imaging #Radiomics and Machine Learning in Medical Imaging
- Revised Preferred Reporting of Case Series in Surgery (PROCESS) Guideline: An Update for the Age of Artificial Intelligence
2025/05/22 by Riaz Agha, Ginimol Mathew, Rasha Rashid +6 · 1 voice · 1 citation
Medicine · #Artificial Intelligence in Healthcare and Education #Clinical practice guidelines implementation #Radiomics and Machine Learning in Medical Imaging
- Plug-and-play use of tree-based methods: consequences for clinical prediction modeling
2025/05/19 by Lotta Meijerink, Ewoud Schuit, Karel G.M. Moons +1 · 1 voice · 1 citation
Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Explainable Artificial Intelligence (XAI) #Radiomics and Machine Learning in Medical Imaging
- Privacy-preserving Federated Learning and Uncertainty Quantification in Medical Imaging
2025/05/14 by Nikolas Koutsoubis, Asim Waqas, Yasin Yılmaz +3 · 1 voice · 2 citations
Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Privacy-Preserving Technologies in Data #Radiomics and Machine Learning in Medical Imaging
- Recent Advances in Medical Imaging Segmentation: A Survey
2025/05/14 by Fares Bougourzi, Abdenour Hadid, Bougourzi, Fares +1 · 2 citations
Medicine · Neuroscience · #Radiomics and Machine Learning in Medical Imaging #Brain Tumor Detection and Classification
- False Promises in Medical Imaging AI? Assessing Validity of Outperformance Claims
2025/05/07 by Evangelia Christodoulou, Annika Reinke, Christodoulou, Evangelia +46 · 2 citations
Medicine · Computer Science · #Artificial Intelligence in Healthcare and Education #Explainable Artificial Intelligence (XAI) #Radiomics and Machine Learning in Medical Imaging
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