Oncology | Radiology | Urology Prostate cancer risk assessment and avoidance of prostate biopsies using fully automatic deep learning in prostate MRI: comparison to PI-RADS and integration with clinical data in nomograms. July 2, 2024
Neurology | Oncology | Radiology “A net for everyone”: fully personalized and unsupervised neural networks trained with longitudinal data from a single patient. November 1, 2023
Pathology | Radiology Weakly Supervised MRI Slice-Level Deep Learning Classification of Prostate Cancer Approximates Full Voxel- and Slice-Level Annotation: Effect of Increasing Training Set Size. July 28, 2023
Artificial Intelligence | Oncology | Radiology Application of a validated prostate MRI deep learning system to independent same-vendor multi-institutional data: demonstration of transferability. July 28, 2023
Hematology | Oncology | Radiology Prediction of Bone Marrow Biopsy Results From MRI in Multiple Myeloma Patients Using Deep Learning and Radiomics. May 24, 2023
Neurology | Oncology | Radiology Assessing the added value of apparent diffusion coefficient, cerebral blood volume, and radiomic magnetic resonance features for differentiation of pseudoprogression versus true tumor progression in patients with glioblastoma. March 27, 2023
Oncology | Radiology Deep Learning for Automatic Bone Marrow Apparent Diffusion Coefficient Measurements From Whole-Body Magnetic Resonance Imaging in Patients With Multiple Myeloma: A Retrospective Multicenter Study. October 18, 2022
Oncology | Radiology Deep Learning-based Assessment of Oncologic Outcomes from Natural Language Processing of Structured Radiology Reports. October 9, 2022
Oncology | Radiology | Radiomics Combining Deep Learning and Radiomics for Automated, Objective, Comprehensive Bone Marrow Characterization From Whole-Body MRI: A Multicentric Feasibility Study. May 31, 2022
Radiology | Urology Pseudoprospective Paraclinical Interaction of Radiology Residents With a Deep Learning System for Prostate Cancer Detection: Experience, Performance, and Identification of the Need for Intermittent Recalibration. April 25, 2022
Pathology | Radiology | Urology Fully Automatic Deep Learning in Bi-institutional Prostate Magnetic Resonance Imaging: Effects of Cohort Size and Heterogeneity. May 28, 2021
Oncology | Radiology Comparison of Prostate MRI Lesion Segmentation Agreement Between Multiple Radiologists and a Fully Automatic Deep Learning System. November 19, 2020