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Christian Kunder
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2020 – today
- 2024
- [j4]Wei Shao
, Sulaiman Vesal
RAPHIA: A deep learning pipeline for the registration of MRI and whole-mount histopathology images of the prostate. Comput. Biol. Medicine 173: 108318 (2024) - 2023
- [i6]Okyaz Eminaga, Mahmoud Abbas, Christian Kunder, Yuri Tolkach, Ryan Han, James D. Brooks, Rosalie Nolley, Axel Semjonow, Martin Boegemann, Robert B. West, Jin Long, Richard E. Fan, Olaf Bettendorf:
Critical Evaluation of Artificial Intelligence as Digital Twin of Pathologist for Prostate Cancer Pathology. CoRR abs/2308.11992 (2023) - 2022
- [j3]Indrani Bhattacharya
Selective identification and localization of indolent and aggressive prostate cancers via CorrSigNIA: an MRI-pathology correlation and deep learning framework. Medical Image Anal. 75: 102288 (2022) - [c5]Indrani Bhattacharya
Integrating zonal priors and pathomic MRI biomarkers for improved aggressive prostate cancer detection on MRI. Computer-Aided Diagnosis 2022 - 2021
- [j2]Wei Shao
ProsRegNet: A deep learning framework for registration of MRI and histopathology images of the prostate. Medical Image Anal. 68: 101919 (2021) - [j1]Rewa Sood, Wei Shao
3D Registration of pre-surgical prostate MRI and histopathology images via super-resolution volume reconstruction. Medical Image Anal. 69: 101957 (2021) - [c4]Wei Shao
Weakly Supervised Registration of Prostate MRI and Histopathology Images. MICCAI (4) 2021: 98-107 - [i5]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 abs/2112.02164 (2021) - 2020
- [c3]Indrani Bhattacharya
CorrSigNet: Learning CORRelated Prostate Cancer SIGnatures from Radiology and Pathology Images for Improved Computer Aided Diagnosis. MICCAI (2) 2020: 315-325 - [c2]Jessica W. Chen, Christian A. Kunder, Nam Bui, James L. Zehnder, Helio A. Costa, Henning Stehr:
Increasing Clinical Trial Accrual via Automated Matching of Biomarker Criteria. PSB 2020: 31-42 - [i4]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 abs/2008.00119 (2020)
2010 – 2019
- 2019
- [c1]Mirabela Rusu
Framework for the co-registration of MRI and histology images in prostate cancer patients with radical prostatectomy. Image Processing 2019: 109491P - [i3]Okyaz Eminaga, Mahmoud Abbas, Christian Kunder, Andreas M. Loening, Jeanne Shen, James D. Brooks, Curtis P. Langlotz, Daniel L. Rubin:
Plexus Convolutional Neural Network (PlexusNet): A novel neural network architecture for histologic image analysis. CoRR abs/1908.09067 (2019) - [i2]Okyaz Eminaga, Yuri Tolkach, Christian Kunder, Mahmoud Abbas, Ryan Han, Rosalie Nolley, Axel Semjonow, Martin Boegemann, Sebastian Huss, Andreas M. Loening, Robert B. West, Geoffrey A. Sonn, Richard E. Fan, Olaf Bettendorf, James D. Brooks, Daniel L. Rubin:
Deep Learning for Prostate Pathology. CoRR abs/1910.04918 (2019) - [i1]Okyaz Eminaga, Mahmoud Abbas, Yuri Tolkach, Rosalie Nolley, Christian Kunder, Axel Semjonow, Martin Boegemann, Andreas M. Loening, James D. Brooks, Daniel L. Rubin:
Biologic and Prognostic Feature Scores from Whole-Slide Histology Images Using Deep Learning. CoRR abs/1910.09100 (2019)
Coauthor Index
aka: Simon John Christoph Soerensen
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