Daniel Jason Aaron Margolis
Current Organizations / Institutes
The organizations/institutes from the scholar's latest article
Previous Organizations / Institutes
The organizations / institutes from the scholar's other articles in the past ten years
Research Subjects
Research Interests
Daniel Jason Aaron Margolis has a total of 268 co-authors. Here are the top co-authors by number of shared publications:
- Himanshu Nagar
Department of Radiation Oncology, Memorial Sloan Kettering Cancer Center, New York, USA
5 shared publications - Jim Hu
Department of Urology, NewYork-Presbyterian Hospital, Weill Cornell Medicine, New York, NY
5 shared publications - Baris Turkbey
Molecular Imaging Branch, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
4 shared publications - Martin R. Prince
Department of Radiology, Weill Cornell Medicine, New York, NY
4 shared publications - Andrew B. Rosenkrantz
Editor in Chief
3 shared publications Chan Kyo Kim
Department of Radiology and Center for Imaging Science, Samsung Medical Center, Sungkyunkwan University School of Medicine, Republic of Korea
3 shared publications
Latest Publications
- Open Access
- 23 September 2026
- Published by Elsevier in Physics and Imaging in Radiation Oncology
- Vol. 41
AI-based detection of temporal changes in MR-Linac images acquired during routine prostate radiotherapy
- 23 September 2026
- Published by Elsevier in Physics and Imaging in Radiation Oncology
- Vol. 41
Open AccessAI-based detection of temporal changes in MR-Linac images acquired during routine prostate radiotherapy
- 1 April 2026
- Published by Radiological Society of North America (RSNA) in Radiology
- Vol. 319 (1) , e260545
A Step Closer to the Promise of Quantitative MRI for Prostate Cancer
- 1 April 2026
- Published by Radiological Society of North America (RSNA) in Radiology
- Vol. 319 (1) , e260545
A Step Closer to the Promise of Quantitative MRI for Prostate Cancer
- Open Access
- 25 October 2025
- Published by Elsevier in Radiotherapy and Oncology
- Vol. 214, 111231
Urethra contours on MRI: Multidisciplinary consensus educational atlas and reference standard for artificial intelligence benchmarking
- 25 October 2025
- Published by Elsevier in Radiotherapy and Oncology
- Vol. 214, 111231
Open AccessUrethra contours on MRI: Multidisciplinary consensus educational atlas and reference standard for artificial intelligence benchmarking
- Open Access
- 7 June 2025
- Published by MDPI AG in Société Internationale d’Urologie Journal
- Vol. 6 (3) , 39
SIU-ICUD: Comprehensive Imaging in Prostate Cancer—A Focus on MRI and Micro-Ultrasound
Background/Objectives: The diagnostic approach to prostate cancer (PCa) has evolved from systematic biopsies to imaging-guided strategies that improve detection of clinically significant PCa (csPCa) while reducing overdiagnosis. Multiparametric magnetic resonance imaging (mpMRI) has emerged as the gold standard for pre-biopsy evaluation, while micro-ultrasound (MicroUS) offers a promising alternative with real-time imaging capabilities. Methods: We examined the principles, image interpretation frameworks (Prostate Imaging Reporting and Data System (PI-RADS) and Prostate Risk Identification using Micro UltraSound (PRI-MUS)), and clinical applications of mpMRI and MicroUS, comparing their diagnostic accuracy in biopsy-naïve patients, repeat biopsy scenarios, active surveillance, and staging. Results: mpMRI improves csPCa detection, reduces unnecessary biopsies, and enhances risk stratification. Landmark studies such as PRECISION (Prostate Evaluation for Clinically Important Disease: Sampling Using Image Guidance or Not?) and PRIME (Prostate Imaging Using MRI±Contrast Enhancement) confirm its superiority over systematic biopsy. However, mpMRI remains resource-intensive, with limitations in accessibility and interpretation variability. Conversely, MicroUS, with its high-resolution real-time imaging, shows non-inferiority to mpMRI and potential advantages in magnetic resonance imaging (MRI)-ineligible patients. It improves lesion visualization and biopsy targeting, with ongoing trials such as OPTIMUM (Optimization of prostate biopsy—Micro-Ultrasound versus MRI) evaluating its standalone efficacy. Conclusions: mpMRI and MicroUS are complementary modalities in PCa diagnosis. While mpMRI remains the preferred imaging standard, MicroUS offers an alternative, particularly in patients with MRI contraindications. Combining these techniques could enhance diagnostic accuracy, reduce unnecessary interventions, and refine active surveillance strategies. Future research should focus on integrating both modalities into standardized diagnostic pathways for a more individualized approach.
- 7 June 2025
- Published by MDPI AG in Société Internationale d’Urologie Journal
- Vol. 6 (3) , 39
Open AccessSIU-ICUD: Comprehensive Imaging in Prostate Cancer—A Focus on MRI and Micro-Ultrasound
Background/Objectives: The diagnostic approach to prostate cancer (PCa) has evolved from systematic biopsies to imaging-guided strategies that improve detection of clinically significant PCa (csPCa) while reducing overdiagnosis. Multiparametric magnetic resonance imaging (mpMRI) has emerged as the gold standard for pre-biopsy evaluation, while micro-ultrasound (MicroUS) offers a promising alternative with real-time imaging capabilities. Methods: We examined the principles, image interpretation frameworks (Prostate Imaging Reporting and Data System (PI-RADS) and Prostate Risk Identification using Micro UltraSound (PRI-MUS)), and clinical applications of mpMRI and MicroUS, comparing their diagnostic accuracy in biopsy-naïve patients, repeat biopsy scenarios, active surveillance, and staging. Results: mpMRI improves csPCa detection, reduces unnecessary biopsies, and enhances risk stratification. Landmark studies such as PRECISION (Prostate Evaluation for Clinically Important Disease: Sampling Using Image Guidance or Not?) and PRIME (Prostate Imaging Using MRI±Contrast Enhancement) confirm its superiority over systematic biopsy. However, mpMRI remains resource-intensive, with limitations in accessibility and interpretation variability. Conversely, MicroUS, with its high-resolution real-time imaging, shows non-inferiority to mpMRI and potential advantages in magnetic resonance imaging (MRI)-ineligible patients. It improves lesion visualization and biopsy targeting, with ongoing trials such as OPTIMUM (Optimization of prostate biopsy—Micro-Ultrasound versus MRI) evaluating its standalone efficacy. Conclusions: mpMRI and MicroUS are complementary modalities in PCa diagnosis. While mpMRI remains the preferred imaging standard, MicroUS offers an alternative, particularly in patients with MRI contraindications. Combining these techniques could enhance diagnostic accuracy, reduce unnecessary interventions, and refine active surveillance strategies. Future research should focus on integrating both modalities into standardized diagnostic pathways for a more individualized approach.
- 1 April 2025
- Published by Radiological Society of North America (RSNA) in Radiology
- Vol. 315 (1) , e240140
Requirements for AI Development and Reporting for MRI Prostate Cancer Detection in Biopsy-Naive Men: PI-RADS Steering Committee, Version 1.0
This document provides guidance based on subspecialty expertise from the Prostate Imaging Reporting and Data System Steering Committee for the development of an artificial intelligence interpretation model for prostate cancer in biopsy-naive men.
- 1 April 2025
- Published by Radiological Society of North America (RSNA) in Radiology
- Vol. 315 (1) , e240140
Requirements for AI Development and Reporting for MRI Prostate Cancer Detection in Biopsy-Naive Men: PI-RADS Steering Committee, Version 1.0
This document provides guidance based on subspecialty expertise from the Prostate Imaging Reporting and Data System Steering Committee for the development of an artificial intelligence interpretation model for prostate cancer in biopsy-naive men.
- 10 March 2025
- Published by Wiley in Journal of Magnetic Resonance Imaging
- Vol. 62 (2) , 549-550
Editorial for “Evaluation of Occult Liver Metastases in Pancreatic Adenocarcinoma by Diffusion‐Weighted Related Magnetic Resonance Imaging”
- 10 March 2025
- Published by Wiley in Journal of Magnetic Resonance Imaging
- Vol. 62 (2) , 549-550
Editorial for “Evaluation of Occult Liver Metastases in Pancreatic Adenocarcinoma by Diffusion‐Weighted Related Magnetic Resonance Imaging”
- Open Access
- 14 February 2025
- Published by MDPI AG in Preprints.org
Comprehensive Imaging in Prostate Cancer: A Focus on MRI and Micro-Ultrasound
Background: The diagnostic approach to prostate cancer (PCa) has evolved from sys-tematic biopsies to imaging-guided strategies that improve detection of clinically sig-nificant PCa (csPCa) while reducing overdiagnosis. Multiparametric MRI (mpMRI) has emerged as the gold standard for pre-biopsy evaluation, while micro-ultrasound (Mi-croUS) offers a promising alternative with real-time imaging capabilities. Objective: This review summarizes the evidence supporting mpMRI and MicroUS for PCa diagnosis, highlighting their respective advantages, limitations, and roles in optimizing diagnostic pathways. Methods: We examined the principles, image interpretation frameworks (PI-RADS and PRI-MUS), and clinical applications of mpMRI and MicroUS, comparing their diagnostic accuracy in biopsy-naïve patients, repeat biopsy scenarios, active sur-veillance, and staging. Results: mpMRI improves csPCa detection, reduces unnecessary biopsies, and enhances risk stratification. Landmark studies such as PRECISION and PRIME confirm its superiority over systematic biopsy. However, mpMRI remains re-source-intensive, with limitations in accessibility and interpretation variability. Con-versely, MicroUS, with its high-resolution real-time imaging, shows non-inferiority to mpMRI and potential advantages in MRI-ineligible patients. It improves lesion visual-ization and biopsy targeting, with ongoing trials such as OPTIMUM evaluating its standalone efficacy. Conclusions: mpMRI and MicroUS are complementary modalities in PCa diagnosis. While mpMRI remains the preferred imaging standard, MicroUS offers an alternative, particularly in patients with MRI contraindications. Combining these tech-niques could enhance diagnostic accuracy, reduce unnecessary interventions, and refine active surveillance strategies. Future research should focus on integrating both modalities into standardized diagnostic pathways for a more individualized approach.
- 14 February 2025
- Published by MDPI AG in Preprints.org
Open AccessComprehensive Imaging in Prostate Cancer: A Focus on MRI and Micro-Ultrasound
Background: The diagnostic approach to prostate cancer (PCa) has evolved from sys-tematic biopsies to imaging-guided strategies that improve detection of clinically sig-nificant PCa (csPCa) while reducing overdiagnosis. Multiparametric MRI (mpMRI) has emerged as the gold standard for pre-biopsy evaluation, while micro-ultrasound (Mi-croUS) offers a promising alternative with real-time imaging capabilities. Objective: This review summarizes the evidence supporting mpMRI and MicroUS for PCa diagnosis, highlighting their respective advantages, limitations, and roles in optimizing diagnostic pathways. Methods: We examined the principles, image interpretation frameworks (PI-RADS and PRI-MUS), and clinical applications of mpMRI and MicroUS, comparing their diagnostic accuracy in biopsy-naïve patients, repeat biopsy scenarios, active sur-veillance, and staging. Results: mpMRI improves csPCa detection, reduces unnecessary biopsies, and enhances risk stratification. Landmark studies such as PRECISION and PRIME confirm its superiority over systematic biopsy. However, mpMRI remains re-source-intensive, with limitations in accessibility and interpretation variability. Con-versely, MicroUS, with its high-resolution real-time imaging, shows non-inferiority to mpMRI and potential advantages in MRI-ineligible patients. It improves lesion visual-ization and biopsy targeting, with ongoing trials such as OPTIMUM evaluating its standalone efficacy. Conclusions: mpMRI and MicroUS are complementary modalities in PCa diagnosis. While mpMRI remains the preferred imaging standard, MicroUS offers an alternative, particularly in patients with MRI contraindications. Combining these tech-niques could enhance diagnostic accuracy, reduce unnecessary interventions, and refine active surveillance strategies. Future research should focus on integrating both modalities into standardized diagnostic pathways for a more individualized approach.
- Top Cited Papers
- 1 October 2024
- Published by Radiological Society of North America (RSNA) in Radiology
- Vol. 313 (1) , e233055
The QIBA Profile for Diffusion-Weighted MRI: Apparent Diffusion Coefficient as a Quantitative Imaging Biomarker
The claims and procedures of the Quantitative Imaging Biomarker Alliance Diffusion-Weighted Imaging Biomarker Committee are summarized for apparent diffusion coefficient as a quantitative biomarker to monitor lesions in the brain, liver, prostate, and breast.
- 1 October 2024
- Published by Radiological Society of North America (RSNA) in Radiology
- Vol. 313 (1) , e233055
Top Cited PapersThe QIBA Profile for Diffusion-Weighted MRI: Apparent Diffusion Coefficient as a Quantitative Imaging Biomarker
The claims and procedures of the Quantitative Imaging Biomarker Alliance Diffusion-Weighted Imaging Biomarker Committee are summarized for apparent diffusion coefficient as a quantitative biomarker to monitor lesions in the brain, liver, prostate, and breast.
- 2 July 2024
- Published by Elsevier in European Journal of Radiology
- Vol. 177, 111585
Corrigendum to “The role of AI in prostate MRI quality and interpretation: Opportunities and challenges” [Eur. J. Radiol. 165 (2023) 110887]
- 2 July 2024
- Published by Elsevier in European Journal of Radiology
- Vol. 177, 111585
Corrigendum to “The role of AI in prostate MRI quality and interpretation: Opportunities and challenges” [Eur. J. Radiol. 165 (2023) 110887]
- Open Access
Reasons for Discordance between 68Ga-PSMA-PET and Magnetic Resonance Imaging in Men with Metastatic Prostate Cancer
Background: PSMA PET has emerged as a “gold standard” imaging modality for assessing prostate cancer metastases. However, it is not universally available, and this limits its impact. In contrast, whole-body MRI is much more widely available but misses more lesions. This study aims to improve the interpretation of whole-body MRI by comparing false negative scans retrospectively to PSMA PET. Methods: This study was a retrospective sub-analysis of a prospectively collected database of patients who participated in a clinical trial of PSMA PET/MRI comparing PSMA PET and whole-body MRI from 2018–2021. Subjects whose separately read PSMA PET and MRI diagnostic reports showed discrepancies (“false negative” MRI cases) were selected for sub-analysis. The cases were reviewed by the same attending radiologist who originally read the scans. The radiologist noted specific features on MRI indicating metastatic disease that were initially missed. Results: Of 263 cases, 38 (14%) met the inclusion criteria and were reviewed. Six classes of mpMRI false negatives were identified: anatomically normal (18, 47%), atypical MRI appearance (6, 16%), mischaracterization (1, 3%), undercall (6, 16%), obscured (4, 11%), and no abnormality on MRI (3, 8%). Considering that the atypical and undercalled cases could have been adjusted in retrospect, and that 4 additional cases had positive lesions to the same extent and 11 further cases had disease confined to the pelvis, only 11 (4%) of the original 263 would have had disease outside of a conventional radiation treatment plan. Conclusion: Notably, almost 50% of the cases, including most lymph node metastases, were anatomically normal using standard criteria. This suggests that current anatomic criteria for evaluating prostate cancer lymph node metastases are not ideal, and there is a need for improved criteria. In addition, 32% of cases involved some element of human interpretive error, and, therefore, improving reader training may lead to more accurate results.
Open AccessReasons for Discordance between 68Ga-PSMA-PET and Magnetic Resonance Imaging in Men with Metastatic Prostate Cancer
Background: PSMA PET has emerged as a “gold standard” imaging modality for assessing prostate cancer metastases. However, it is not universally available, and this limits its impact. In contrast, whole-body MRI is much more widely available but misses more lesions. This study aims to improve the interpretation of whole-body MRI by comparing false negative scans retrospectively to PSMA PET. Methods: This study was a retrospective sub-analysis of a prospectively collected database of patients who participated in a clinical trial of PSMA PET/MRI comparing PSMA PET and whole-body MRI from 2018–2021. Subjects whose separately read PSMA PET and MRI diagnostic reports showed discrepancies (“false negative” MRI cases) were selected for sub-analysis. The cases were reviewed by the same attending radiologist who originally read the scans. The radiologist noted specific features on MRI indicating metastatic disease that were initially missed. Results: Of 263 cases, 38 (14%) met the inclusion criteria and were reviewed. Six classes of mpMRI false negatives were identified: anatomically normal (18, 47%), atypical MRI appearance (6, 16%), mischaracterization (1, 3%), undercall (6, 16%), obscured (4, 11%), and no abnormality on MRI (3, 8%). Considering that the atypical and undercalled cases could have been adjusted in retrospect, and that 4 additional cases had positive lesions to the same extent and 11 further cases had disease confined to the pelvis, only 11 (4%) of the original 263 would have had disease outside of a conventional radiation treatment plan. Conclusion: Notably, almost 50% of the cases, including most lymph node metastases, were anatomically normal using standard criteria. This suggests that current anatomic criteria for evaluating prostate cancer lymph node metastases are not ideal, and there is a need for improved criteria. In addition, 32% of cases involved some element of human interpretive error, and, therefore, improving reader training may lead to more accurate results.