S
Sepideh Shakeri
Researcher at University of California, Los Angeles
Publications - 16
Citations - 384
Sepideh Shakeri is an academic researcher from University of California, Los Angeles. The author has contributed to research in topics: Renal cell carcinoma & Population. The author has an hindex of 8, co-authored 16 publications receiving 200 citations. Previous affiliations of Sepideh Shakeri include Ronald Reagan UCLA Medical Center.
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Journal ArticleDOI
Joint Prostate Cancer Detection and Gleason Score Prediction in mp-MRI via FocalNet
Ruiming Cao,Amirhossein Mohammadian Bajgiran,Sohrab Afshari Mirak,Sepideh Shakeri,Xinran Zhong,Dieter R. Enzmann,Steven S. Raman,Kyunghyun Sung +7 more
TL;DR: A novel multi-class CNN, FocalNet, is proposed to jointly detect PCa lesions and predict their aggressiveness using Gleason score (GS), which characterizes lesion aggressiveness and fully utilizes distinctive knowledge from mp-MRI.
Journal ArticleDOI
Deep transfer learning-based prostate cancer classification using 3 Tesla multi-parametric MRI
Xinran Zhong,Ruiming Cao,Sepideh Shakeri,Fabien Scalzo,Yeejin Lee,Dieter R. Enzmann,Holden H. Wu,Steven S. Raman,Kyunghyun Sung +8 more
TL;DR: A deep transfer learning (DTL)-based model to distinguish indolent from clinically significant prostate cancer (PCa) lesions and to compare the DTL-based model with a deep learning (DL) model without transfer learning and PIRADS v2 score on 3 Tesla multi-parametric MRI with whole-mount histopathology validation is proposed.
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Prostate Microstructure in Prostate Cancer Using 3-T MRI with Diffusion-Relaxation Correlation Spectrum Imaging: Validation with Whole-Mount Digital Histopathology.
Zhaohuan Zhang,Holden H. Wu,Alan Priester,Clara E. Magyar,Sohrab Afshari Mirak,Sepideh Shakeri,Amirhossein Mohammadian Bajgiran,Melina Hosseiny,Afshin Azadikhah,Kyunghyun Sung,Robert E. Reiter,Anthony Sisk,Steven S. Raman,Dieter R. Enzmann +13 more
TL;DR: Diffusion-relaxation correlation spectrum imaging signal components correlate with microscopic tissue compartments in the prostate and differ between cancer and benign tissue.
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A system using patient-specific 3D-printed molds to spatially align in vivo MRI with ex vivo MRI and whole-mount histopathology for prostate cancer research.
Holden H. Wu,Alan Priester,Pooria Khoshnoodi,Zhaohuan Zhang,Sepideh Shakeri,Sohrab Afshari Mirak,Nazanin H. Asvadi,Preeti Ahuja,Kyunghyun Sung,Shyam Natarajan,Anthony Sisk,Robert E. Reiter,Steven S. Raman,Dieter R. Enzmann +13 more
TL;DR: Patient‐specific 3D‐printed molds and ex vivo MRI of the resected prostate have been two important strategies to align MRI with whole‐mount histopathology (WMHP) for prostate cancer research, but the combination of these two strategies has not been systematically evaluated.
Journal ArticleDOI
Three Tesla Multiparametric Magnetic Resonance Imaging: Comparison of Performance with and without Endorectal Coil for Prostate Cancer Detection, PI-RADS™ version 2 Category and Staging with Whole Mount Histopathology Correlation.
Sohrab Afshari Mirak,Sepideh Shakeri,Amirhossein Mohammadian Bajgiran,Ely Felker,Kyunghyun Sung,Nazanin H. Asvadi,Pooria Khoshnoodi,Daniela Markovic,Danielle Ponzini,Preeti Ahuja,Anthony Sisk,Robert E. Reiter,David S.K. Lu,Steven S. Raman +13 more
TL;DR: It was found that 3 Tesla multiparametric magnetic resonance imaging with and without an endorectal coil had similar detection of overall and index prostate cancer, however, the endoreCTal coil subcohort had significantly higher detection of posterior and peripheral prostate cancers, and lower detection of anterior and transition zone prostate cancer.