Beatrice S. Knudsen

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 11

Top Topics

Semantic Segmentation

Visual Representations

Top Venues

Comput. Medical Imaging Graph.

IEEE Trans. Medical Imaging

Publications

Xiaoya Tang, Bodong Zhang, Beatrice S. Knudsen, Tolga Tasdizen
DuoFormer: Leveraging Hierarchical Visual Representations by Local and Global Attention. CoRR (2024)
Bodong Zhang, Hamid Manoochehri, Man Minh Ho, Fahimeh Fooladgar, Yosep Chong, Beatrice S. Knudsen, Deepika Sirohi, Tolga Tasdizen
CLASS-M: Adaptive stain separation-based contrastive learning with pseudo-labeling for histopathological image classification. CoRR (2023)
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) (2019)
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)
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 (2019)
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)
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)
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 (2018)
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)
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 (2016)
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)
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 (2015)
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 (2011)