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Published on in Vol 3 (2024)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/55833, first published .
Radiologist examining chest X-rays on multiple monitors in a dimly lit room.

Current State of Community-Driven Radiological AI Deployment in Medical Imaging

Current State of Community-Driven Radiological AI Deployment in Medical Imaging

Journals

  1. Provenzano D, Wang J, Goyal S, Rao Y. Discussion of a Simple Method to Generate Descriptive Images Using Predictive ResNet Model Weights and Feature Maps for Recurrent Cervix Cancer. Tomography 2025;11(3):38 View
  2. Gutiérrez J, Delgado E, Breuer C, Conejero J, Rodriguez-Echeverria R. Prompt Once, Segment Everything: Leveraging SAM 2 Potential for Infinite Medical Image Segmentation with a Single Prompt. Algorithms 2025;18(4):227 View
  3. Mendez-Avila C, Torre S, Arce Y, Contreras P, Rios J, Raza N, Gonzalez H, Hernandez Y, Cabezas A, Lucero M, Ezquerra V, Malamateniou C, Solis-Barquero S. Artificial intelligence in radiology, nuclear medicine and radiotherapy: Perceptions, experiences and expectations from the medical radiation technologists in Central and South America. Journal of Medical Imaging and Radiation Sciences 2025;56(6):102081 View
  4. Ahmed M, Giordano S, Adami D. Performance Comparison of Embedded AI Solutions for Classification and Detection in Lung Disease Diagnosis. Applied Sciences 2025;15(17):9345 View
  5. Cortiana V, Kannan S, Vallabhaneni H, Gambill J, Nadar S, Jigar Kumar Rangrej V, Park C, Leyfman Y. Early and hereditary breast cancer: advances in risk stratification and imaging approaches. Therapeutic Advances in Medical Oncology 2025;17 View
  6. Robinson D, Barsoumian H, Nalin A, Verma V, Niedzielski J, Puebla-Osorio N, Hu Y, Kang M, Shah S, Phan J, Welsh J. Real-World Guide for Delivering Immunotherapy With Radiation Therapy. Practical Radiation Oncology 2026;16(3):222 View
  7. Candito A, Mun T, Holbrey R, Doran S, Messiou C, Koh D, Blackledge M. OsiriXGPT: An Innovative AI Co-pilot Plug-In for Seamless Deployment of Generative AI Models in Scan-to-Scan Reporting Workflows. Journal of Imaging Informatics in Medicine 2025 View
  8. Fayaz-Bakhsh A, Tania J, Lutfi S, Jha A, Rahmim A. What Is Implementation Science. PET Clinics 2026;21(1):1 View
  9. Islam M, Anik M, Wasi A, Bappy M. Fracture Finder: Computer-aided real-time diagnosis of vertebral fractures in thoracic spine X-rays using YOLOv8 with Weighted Box Fusion and augmentation strategies. IISE Transactions on Healthcare Systems Engineering 2026;16(1):1 View
  10. Lin C, Yoon A, Wang C, Chao T, Chung K, Kuo C. Effects of Image Degradation on Deep Neural Network Classification of Scaphoid Fracture Radiographs: Comparison Study of Different Noise Types. JMIR Medical Informatics 2026;14:e65596 View
  11. Liang C, Zhang Y, Shi J. A survey on clinical practice assisted by artificial intelligence in cardiovascular medicine. Asian Heart Journal 2025;1(3):165 View
  12. Duranteau O, Popoff B. Data integration and systems interoperability: the prerequisite for artificial intelligence in anesthesiology. Current Opinion in Anaesthesiology 2026;39(2):167 View
  13. Hartsock I, Koutsoubis N, Ahmed S, Parker N, Schabath M, Araujo C, Qayyum A, Lam C, Gatenby R, Rasool G. Clinical AI in Radiology: Foundations, Trends, Applications, and Emerging Directions. Cancers 2026;18(6):942 View
  14. Dang M, Liu B, Chen Y, Zhang Z. Multimodal neuroimaging and AI integration in cognitive disorders: advances, challenges, and future directions for precision medicine. Psychoradiology 2026;6 View
  15. Chirica C, Onicescu O, Pomohaci D, Haba M, Chirica S, Dinu S, Cucu L, Dumitrescu G, Leon M, Haba D. Artificial Intelligence-Based MRI Segmentation in Glioblastoma and Single Brain Metastasis: An Exploratory Study of Diagnostic and Prognostic Value. Life 2026;16(5):779 View
  16. Towbin A, Kim W, Kottler N, Burkett B, Chapelin F, Chow J, Cutler C, Derdeyn C, Dhyani M, Doo F, Imanzadeh A, Juttukonda M, Kahn, Jr C, Carey C, Krupinski E, Kundu, MD S, Lindquist J, Luna L, Lyo S, Mahesh M, Kinahan P, Rakow-Penner R, Scheel N, Smalley R, Woodard P, Wu C, Yedavalli V. Bridging Industry and Academia: Proceedings from the 2025 Academy Roundtable on AI Implementation in Medical Imaging. Radiology: Artificial Intelligence 2026;8(3) View

Conference Proceedings

  1. Ursan M, Căleanu C, Bucos M. 2024 International Symposium on Electronics and Telecommunications (ISETC). An Architecture of a Web Application for Deploying Machine Learning Models in Healthcare Domain View
  2. Joysar M, Nayak R. 2025 International Conference on Artificial Intelligence and Machine Vision (AIMV). Alzheimer's Disease Early Prediction: A Synergistic Fusion of Deep Learning Models View