Joon-yong P. Jung - Publications

Test-Time Compute and Budget ("Reasoning Effort"): An Underrecognized Methodologic Variable in Medical Large Language Model Research.

Journal: Korean journal of radiology

Published: April 20, 2026

Radiograph-Based Deep Learning Model to Support Finger Joint Selection for Ultrasound Examination in Rheumatoid Arthritis.

Journal: Diagnostics (Basel, Switzerland)

Published: April 09, 2026

Pre-scan prediction of postoperative MRI reliability for the spinal canal and neural foramina using localizer images in patients with lumbar instrumentation.

Journal: European spine journal : official publication of the European Spine Society, the European Spinal Deformity Society, and the European Section of the Cervical Spine Research Society

Published: January 27, 2026

Clinical-grade iPSC-derived chondrogenic micropellets for treating advanced cartilage defects.

Journal: Science advances

Published: December 17, 2025

Improving non-expert performance in musculoskeletal MRI protocoling through a large language model.

Journal: Scientific reports

Published: October 07, 2025

Distinguishing bone marrow edema patterns on MRI between spondyloarthritis and diffuse idiopathic skeletal hyperostosis.

Journal: BMC medical imaging

Published: September 09, 2025

Synthetic T2-weighted images and T2 quantification using GRAPPATINI for shoulder joint evaluation: comparison with conventional T2-weighted images.

Journal: Skeletal radiology

Published: August 31, 2025

Patch-Wise Approach with Vision Transformer for Detecting Implant Failure in Spinal Radiography.

Journal: Journal of imaging informatics in medicine

Published: July 10, 2025

Plexus and Peripheral Nerve MR Imaging: Advances and Applications: MR Neurography: Sequence Possibilities and Recent Advances.

Journal: Magnetic resonance imaging clinics of North America

Published: July 03, 2025

Classification of Grades of Subchondral Sclerosis from Knee Radiographic Images Using Artificial Intelligence.

Journal: Sensors (Basel, Switzerland)

Published: March 11, 2025

Clinical Applications, Challenges & Pitfalls, and Recommendations for Large Language Model and Generative AI in Musculoskeletal Imaging.

Journal: Journal of the Korean Society of Radiology

Published: February 28, 2025

Grading chondroid tumors through MRI radiomics: enchondroma, low-grade chondrosarcoma and higher-grade chondrosarcoma.

Journal: BMC cancer

Published: February 13, 2025