Pejman Ghanouni

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 13

Top Topics

Prostate Cancer

Top Venues

Medical Image Anal.

Medical Imaging: Computer-Aided Diagnosis

Comput. Biol. Medicine

Publications

Wei Shao, Sulaiman Vesal, Simon J. C. Soerensen, Indrani Bhattacharya, Negar Golestani, Rikiya Yamashita, Christian A. Kunder, Richard E. Fan, Pejman Ghanouni, James D. Brooks, Geoffrey A. Sonn, Mirabela Rusu
RAPHIA: A deep learning pipeline for the registration of MRI and whole-mount histopathology images of the prostate. Comput. Biol. Medicine 173 (2024)
Christian Thaler, Qiyuan Tian, Max Wintermark, Pejman Ghanouni, Casey H. Halpern, Jaimie M. Henderson, Raag D. Airan, Michael Zeineh, Maged Goubran, Christoph Leuze, Jens Fiehler, Kim Butts-Pauly, Jennifer A. McNab
Changes in the Cerebello-Thalamo-Cortical Network After Magnetic Resonance-Guided Focused Ultrasound Thalamotomy. Brain Connect. 13 (1) (2023)
Kasra Naftchi-Ardebili, Karanpartap Singh, Reza Pourabolghasem, Pejman Ghanouni, Gerald R. Popelka, Kim Butts-Pauly
SkullGAN: Synthetic Skull CT Generation with Generative Adversarial Networks. CoRR (2023)
Indrani Bhattacharya, Arun Seetharaman, Christian Kunder, Wei Shao, Leo C. Chen, Simon John Christoph Soerensen, Jeffrey B. Wang, Nikola C. Teslovich, Richard E. Fan, Pejman Ghanouni, James D. Brooks, Geoffrey A. Sonn, Mirabela Rusu
Selective identification and localization of indolent and aggressive prostate cancers via CorrSigNIA: an MRI-pathology correlation and deep learning framework. Medical Image Anal. 75 (2022)
Indrani Bhattacharya, Wei Shao, Simon J. C. Soerensen, Richard E. Fan, Jeffrey B. Wang, Christian Kunder, Pejman Ghanouni, Geoffrey A. Sonn, Mirabela Rusu
Integrating zonal priors and pathomic MRI biomarkers for improved aggressive prostate cancer detection on MRI. Medical Imaging: Computer-Aided Diagnosis (2022)
Amir Bolous, Arun Seetharaman, Indrani Bhattacharya, Richard E. Fan, Simon John Christoph Soerensen, Leo C. Chen, Pejman Ghanouni, Geoffrey A. Sonn, Mirabela Rusu
Clinically significant prostate cancer detection on MRI with self-supervised learning using image context restoration. Medical Imaging: Computer-Aided Diagnosis (2021)
Rewa Sood, Wei Shao, Christian Kunder, Nikola C. Teslovich, Jeffrey B. Wang, Simon John Christoph Soerensen, Nikhil Madhuripan, Anugayathri Jawahar, James D. Brooks, Pejman Ghanouni, Richard E. Fan, Geoffrey A. Sonn, Mirabela Rusu
3D Registration of pre-surgical prostate MRI and histopathology images via super-resolution volume reconstruction. Medical Image Anal. 69 (2021)
Wei Shao, Linda Banh, Christian A. Kunder, Richard E. Fan, Simon John Christoph Soerensen, Jeffrey B. Wang, Nikola C. Teslovich, Nikhil Madhuripan, Anugayathri Jawahar, Pejman Ghanouni, James D. Brooks, Geoffrey A. Sonn, Mirabela Rusu
ProsRegNet: A deep learning framework for registration of MRI and histopathology images of the prostate. Medical Image Anal. 68 (2021)
Indrani Bhattacharya, David S. Lim, Han Lin Aung, Xingchen Liu, Arun Seetharaman, Christian A. Kunder, Wei Shao, Simon John Christoph Soerensen, Richard E. Fan, Pejman Ghanouni, Katherine J. To'o, James D. Brooks, Geoffrey A. Sonn, Mirabela Rusu
Bridging the gap between prostate radiology and pathology through machine learning. CoRR (2021)
Wei Shao, Indrani Bhattacharya, Simon John Christoph Soerensen, Christian A. Kunder, Jeffrey B. Wang, Richard E. Fan, Pejman Ghanouni, James D. Brooks, Geoffrey A. Sonn, Mirabela Rusu
Weakly Supervised Registration of Prostate MRI and Histopathology Images. MICCAI (4) (2021)
Indrani Bhattacharya, Arun Seetharaman, Wei Shao, Rewa Sood, Christian A. Kunder, Richard E. Fan, Simon John Christoph Soerensen, Jeffrey B. Wang, Pejman Ghanouni, Nikola C. Teslovich, James D. Brooks, Geoffrey A. Sonn, Mirabela Rusu
CorrSigNet: Learning CORRelated Prostate Cancer SIGnatures from Radiology and Pathology Images for Improved Computer Aided Diagnosis. MICCAI (2) (2020)
Indrani Bhattacharya, Arun Seetharaman, Wei Shao, Rewa Sood, Christian A. Kunder, Richard E. Fan, Simon John Christoph Soerensen, Jeffrey B. Wang, Pejman Ghanouni, Nikola C. Teslovich, James D. Brooks, Geoffrey A. Sonn, Mirabela Rusu
CorrSigNet: Learning CORRelated Prostate Cancer SIGnatures from Radiology and Pathology Images for Improved Computer Aided Diagnosis. CoRR (2020)
Mirabela Rusu, Christian Kunder, Richard E. Fan, Pejman Ghanouni, Robert West, Geoffrey A. Sonn, James D. Brooks
Framework for the co-registration of MRI and histology images in prostate cancer patients with radical prostatectomy. Medical Imaging: Image Processing (2019)