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Beatrice S. Knudsen
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2010 – 2019
- 2019
- [j4]Wenyuan Li
, Jiayun Li
, Karthik V. Sarma
, King Chung Ho
, Shiwen Shen, Beatrice S. Knudsen, Arkadiusz Gertych
, Corey W. Arnold
:
Path R-CNN for Prostate Cancer Diagnosis and Gleason Grading of Histological Images. IEEE Trans. Medical Imaging 38(4): 945-954 (2019) - [c5]Zaneta Swiderska-Chadaj, Zhaoxuan Ma, Nathan Ing, Tomasz Markiewicz
, Malgorzata Lorent, Szczepan Cierniak, Ann E. Walts, Beatrice S. Knudsen, Arkadiusz Gertych
:
Contextual Classification of Tumor Growth Patterns in Digital Histology Slides. ITIB 2019: 13-25 - [i2]Jiayun Li
, Wenyuan Li, Arkadiusz Gertych
, Beatrice S. Knudsen, William Speier, Corey W. Arnold:
An attention-based multi-resolution model for prostate whole slide imageclassification and localization. CoRR abs/1905.13208 (2019) - 2018
- [j3]Jiayun Li
, William Speier, King Chung Ho, Karthik V. Sarma, Arkadiusz Gertych
, Beatrice S. Knudsen, Corey W. Arnold:
An EM-based semi-supervised deep learning approach for semantic segmentation of histopathological images from radical prostatectomies. Comput. Medical Imaging Graph. 69: 125-133 (2018) - [c4]Zhaoxuan Ma, Zaneta Swiderska-Chadaj, Nathan Ing, Hootan Salemi, Dermot McGovern, Beatrice S. Knudsen, Arkadiusz Gertych
:
Semantic Segmentation of Colon Glands in Inflammatory Bowel Disease Biopsies. ITIB 2018: 379-392 - [c3]Nathan Ing, Zhaoxuan Ma, Jiayun Li, Hootan Salemi, Corey W. Arnold, Beatrice S. Knudsen, Arkadiusz Gertych
:
Semantic segmentation for prostate cancer grading by convolutional neural networks. Medical Imaging: Digital Pathology 2018: 105811B - 2017
- [c2]Jiayun Li, Karthik V. Sarma, King Chung Ho, Arkadiusz Gertych, Beatrice S. Knudsen, Corey W. Arnold:
A Multi-scale U-Net for Semantic Segmentation of Histological Images from Radical Prostatectomies. AMIA 2017 - 2016
- [j2]Arkadiusz Gertych
, Zhaoxuan Ma, Jian Tajbakhsh, Adriana Velásquez-Vacca
, Beatrice S. Knudsen:
Rapid 3-D delineation of cell nuclei for high-content screening platforms. Comput. Biol. Medicine 69: 328-338 (2016) - [c1]Nathan Ing, Sadri Salman, Zhaoxuan Ma, Ann E. Walts, Beatrice S. Knudsen, Arkadiusz Gertych
:
Machine Learning Can Reliably Distinguish Histological Patterns of Micropapillary and Solid Lung Adenocarcinomas. ITIB (2) 2016: 193-206 - 2015
- [j1]Arkadiusz Gertych
, Nathan Ing, Zhaoxuan Ma, Thomas J. Fuchs, Sadri Salman, Sambit Mohanty, Sanica Bhele, Adriana Velásquez-Vacca
, Mahul B. Amin, Beatrice S. Knudsen:
Machine learning approaches to analyze histological images of tissues from radical prostatectomies. Comput. Medical Imaging Graph. 46: 197-208 (2015) - 2011
- [i1]Donghui Yan, Pei Wang, Beatrice S. Knudsen, Michael Linden, Timothy W. Randolph:
Statistical Methods for Analyzing Tissue Microarray Images - Algorithmic Scoring and Co-training. CoRR abs/1102.0059 (2011)
Coauthor Index

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