Korfiatis, Panagiotis

Machine learning for medical imaging

Erickson, B. J., Korfiatis, P., Akkus, Z., & Kline, T. L. (2017) · RadioGraphics

Radiomics and Machine Learning in Medical ImagingArtificial Intelligence in Healthcare and Education

Cited by 1,672

Automated Abdominal Segmentation of CT Scans for Body Composition Analysis Using Deep Learning

Weston, A. D., Korfiatis, P., Kline, T. L., Philbrick, K. A., Kostandy, P., Sakinis, T., Sugimoto, M., Takahashi, N., & Erickson, B. J. (2019) · Radiology

Medical Image Segmentation TechniquesMedical Imaging and Analysis

Cited by 358

Radiomics-based Machine-learning Models Can Detect Pancreatic Cancer on Prediagnostic Computed Tomography Scans at a Substantial Lead Time Before Clinical Diagnosis

Mukherjee, S., Patra, A., Khasawneh, H., Korfiatis, P., Rajamohan, N., Suman, G., Majumder, S., Panda, A., Johnson, M. P., Larson, N. B., et al. (2022) · Gastroenterology

Radiomics and Machine Learning in Medical ImagingAI in cancer detection

Cited by 187

Implementing Artificial Intelligence Algorithms in the Radiology Workflow: Challenges and Considerations

Korfiatis, P., Kline, T. L., Meyer, H. M., Khalid, S., Leiner, T., Loufek, B. T., Blezek, D., Vidal, D. E., Hartman, R. P., Joppa, L. J., et al. (2025) · Mayo Clinic Proceedings Digital Health

Artificial Intelligence in Healthcare and EducationRadiology practices and education

Cited by 46

Quality gaps in public pancreas imaging datasets: Implications & challenges for AI applications

Suman, G., Patra, A., Korfiatis, P., Majumder, S., Chari, S. T., Truty, M. J., Fletcher, J. G., & Goenka, A. H. (2021) · Pancreatology

Artificial Intelligence in Healthcare and EducationMedical Image Segmentation Techniques

Cited by 41

Two‐stage deep learning model for fully automated pancreas segmentation on computed tomography: Comparison with intra‐reader and inter‐reader reliability at full and reduced radiation dose on an external dataset

Panda, A., Korfiatis, P., Suman, G., Garg, S. K., Polley, E. C., Singh, D. P., Chari, S. T., & Goenka, A. H. (2021) · Medical Physics

Medical Image Segmentation TechniquesMedical Imaging and Analysis

Cited by 41

“Large language models in radiology reporting—a systematic review of performance, limitations, and clinical implications”

Artsi, Y., Klang, E., Collins, J. D., Glicksberg, B. S., Korfiatis, P., Nadkarni, G. N., & Sorin, V. (2025) · medRxiv

Artificial Intelligence in Healthcare and EducationMultimodal Machine Learning Applications

Cited by 7