Mirabela Rusu

Joined

December 2021

Names

Mirabela Rusu (Preferred)

Emails

****@stanford.edu (Confirmed)

Personal Links

Career & Education History

Assistant Professor

Stanford University (stanford.edu)

2018 – 2024

Advisors, Relations & Conflicts

No relations added

Expertise

Machine learning

2015 – 2022

Multi-modal Registration

2006 – 2022

Publications

Selective identification and localization of indolent and aggressive prostate cancers via CorrSigNIA: an MRI-pathology correlation and deep learning framework
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
- 2022 (modified: 04 Feb 2022)
- Medical Image Anal. 2022
- Readers: Everyone
Learn2Reg: comprehensive multi-task medical image registration challenge, dataset and evaluation in the era of deep learning
Alessa Hering, Lasse Hansen, Tony C. W. Mok, Albert C. S. Chung, Hanna Siebert, Stephanie Häger, Annkristin Lange, Sven Kuckertz, Stefan Heldmann, Wei Shao, Sulaiman Vesal, Mirabela Rusu, Geoffrey A. Sonn, Théo Estienne, Maria Vakalopoulou, Luyi Han, Yunzhi Huang, Mikael Brudfors, Yaël Balbastre, Samuel Joutard et al. (27 additional authors not shown)
- 2021 (modified: 16 Dec 2021)
- CoRR 2021
- Readers: Everyone
Geodesic density regression for correcting 4DCT pulmonary respiratory motion artifacts
Wei Shao, Yue Pan, Oguz C. Durumeric, Joseph M. Reinhardt, John E. Bayouth, Mirabela Rusu, Gary E. Christensen
- 2021 (modified: 04 Feb 2022)
- Medical Image Anal. 2021
- Readers: Everyone
3D Registration of pre-surgical prostate MRI and histopathology images via super-resolution volume reconstruction
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
- 2021 (modified: 04 Feb 2022)
- Medical Image Anal. 2021
- Readers: Everyone
Learning Image Quality Assessment by Reinforcing Task Amenable Data Selection
Shaheer U. Saeed, Yunguan Fu, Zachary M. C. Baum, Qianye Yang, Mirabela Rusu, Richard E. Fan, Geoffrey A. Sonn, Dean C. Barratt, Yipeng Hu
- 2021 (modified: 04 Feb 2022)
- IPMI 2021
- Readers: Everyone
Weakly Supervised Registration of Prostate MRI and Histopathology Images
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
- 2021 (modified: 04 Feb 2022)
- MICCAI (4) 2021
- Readers: Everyone
Bridging the gap between prostate radiology and pathology through machine learning
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
- 2021 (modified: 04 Feb 2022)
- CoRR 2021
- Readers: Everyone
Adaptable Image Quality Assessment Using Meta-Reinforcement Learning of Task Amenability
Shaheer U. Saeed, Yunguan Fu, Vasilis Stavrinides, Zachary M. C. Baum, Qianye Yang, Mirabela Rusu, Richard E. Fan, Geoffrey A. Sonn, J. Alison Noble, Dean C. Barratt, Yipeng Hu
- 2021 (modified: 04 Feb 2022)
- ASMUS@MICCAI 2021
- Readers: Everyone
ProsRegNet: A deep learning framework for registration of MRI and histopathology images of the prostate
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
- 2021 (modified: 04 Feb 2022)
- Medical Image Anal. 2021
- Readers: Everyone
Learning image quality assessment by reinforcing task amenable data selection
Shaheer U. Saeed, Yunguan Fu, Zachary M. C. Baum, Qianye Yang, Mirabela Rusu, Richard E. Fan, Geoffrey A. Sonn, Dean C. Barratt, Yipeng Hu
- 2021 (modified: 04 Feb 2022)
- CoRR 2021
- Readers: Everyone

View all 32 publications

Co-Authors

View all 129 co-authors