Beatrice S. Knudsen

21 papers Misc 1Journal 14Unranked 6

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Weakly Supervised Contrastive Learning for Histopathology Patch Embeddings. CoRR Bodong Zhang, Xiwen Li, Hamid Manoochehri, Xiaoya Tang, Deepika Sirohi, Beatrice S. Knudsen, Tolga Tasdizen
2025	J	`jnl`	Building Trust in Virtual Immunohistochemistry: Automated Assessment of Image Quality. CoRR Tushar Kataria, Shikha Dubey, Mary Bronner, Jolanta Jedrzkiewicz, Ben J. Brintz, Shireen Y. Elhabian, Beatrice S. Knudsen
2025	J	`jnl`	CLASS-M: Adaptive stain separation-based contrastive learning with pseudo-labeling for histopathological image classification. Medical Image Anal. Bodong Zhang, Hamid Manoochehri, Man Minh Ho, Fahimeh Fooladgar, Yosep Chong, Beatrice S. Knudsen, Deepika Sirohi, Tolga Tasdizen
2025	J	`jnl`	DuoFormer: Leveraging Hierarchical Representations by Local and Global Attention Vision Transformer. CoRR Xiaoya Tang, Bodong Zhang, Man Minh Ho, Beatrice S. Knudsen, Tolga Tasdizen
2025	—	`conf`	WeakSupCon: Weakly Supervised Contrastive Learning for Encoder Pre-training. EMA4MICCAI Bodong Zhang, Hamid Manoochehri, Xiwen Li, Beatrice S. Knudsen, Tolga Tasdizen
2025	J	`jnl`	WeakSupCon: Weakly Supervised Contrastive Learning for Encoder Pre-training. CoRR Bodong Zhang, Hamid Manoochehri, Beatrice S. Knudsen, Tolga Tasdizen
2024	J	`jnl`	DuoFormer: Leveraging Hierarchical Visual Representations by Local and Global Attention. CoRR Xiaoya Tang, Bodong Zhang, Beatrice S. Knudsen, Tolga Tasdizen
2024	J	`jnl`	PathMoCo: A Novel Framework to Improve Feature Embedding in Self-supervised Contrastive Learning for Histopathological Images. CoRR Hamid Manoochehri, Bodong Zhang, Beatrice S. Knudsen, Tolga Tasdizen
2024	—	`conf`	Unsupervised Domain Adaptation for Semantic Segmentation Under Target Data Scarcity. ISBI Tushar Kataria, Beatrice S. Knudsen, Shireen Y. Elhabian
2023	J	`jnl`	CLASS-M: Adaptive stain separation-based contrastive learning with pseudo-labeling for histopathological image classification. CoRR Bodong Zhang, Hamid Manoochehri, Man Minh Ho, Fahimeh Fooladgar, Yosep Chong, Beatrice S. Knudsen, Deepika Sirohi, Tolga Tasdizen
2019	J	`jnl`	An attention-based multi-resolution model for prostate whole slide imageclassification and localization. CoRR Jiayun Li, Wenyuan Li, Arkadiusz Gertych, Beatrice S. Knudsen, William Speier, Corey W. Arnold
2019	—	`conf`	Contextual Classification of Tumor Growth Patterns in Digital Histology Slides. ITIB Zaneta Swiderska-Chadaj, Zhaoxuan Ma, Nathan Ing, Tomasz Markiewicz, Malgorzata Lorent, Szczepan Cierniak, Ann E. Walts, Beatrice S. Knudsen, Arkadiusz Gertych
2019	J	`jnl`	Path R-CNN for Prostate Cancer Diagnosis and Gleason Grading of Histological Images. IEEE Trans. Medical Imaging Wenyuan Li, Jiayun Li, Karthik V. Sarma, King Chung Ho, Shiwen Shen, Beatrice S. Knudsen, Arkadiusz Gertych, Corey W. Arnold
2018	J	`jnl`	An EM-based semi-supervised deep learning approach for semantic segmentation of histopathological images from radical prostatectomies. Comput. Medical Imaging Graph. Jiayun Li, William Speier, King Chung Ho, Karthik V. Sarma, Arkadiusz Gertych, Beatrice S. Knudsen, Corey W. Arnold
2018	—	`conf`	Semantic Segmentation of Colon Glands in Inflammatory Bowel Disease Biopsies. ITIB Zhaoxuan Ma, Zaneta Swiderska-Chadaj, Nathan Ing, Hootan Salemi, Dermot P. B. McGovern, Beatrice S. Knudsen, Arkadiusz Gertych
2018	—	`conf`	Semantic segmentation for prostate cancer grading by convolutional neural networks. Digital Pathology Nathan Ing, Zhaoxuan Ma, Jiayun Li, Hootan Salemi, Corey W. Arnold, Beatrice S. Knudsen, Arkadiusz Gertych
2017	Misc	`conf`	A Multi-scale U-Net for Semantic Segmentation of Histological Images from Radical Prostatectomies. AMIA Jiayun Li, Karthik V. Sarma, King Chung Ho, Arkadiusz Gertych, Beatrice S. Knudsen, Corey W. Arnold
2016	—	`conf`	Machine Learning Can Reliably Distinguish Histological Patterns of Micropapillary and Solid Lung Adenocarcinomas. ITIB (2) Nathan Ing, Sadri Salman, Zhaoxuan Ma, Ann E. Walts, Beatrice S. Knudsen, Arkadiusz Gertych
2016	J	`jnl`	Rapid 3-D delineation of cell nuclei for high-content screening platforms. Comput. Biol. Medicine Arkadiusz Gertych, Zhaoxuan Ma, Jian Tajbakhsh, Adriana Velásquez-Vacca, Beatrice S. Knudsen
2015	J	`jnl`	Machine learning approaches to analyze histological images of tissues from radical prostatectomies. Comput. Medical Imaging Graph. Arkadiusz Gertych, Nathan Ing, Zhaoxuan Ma, Thomas J. Fuchs, Sadri Salman, Sambit Mohanty, Sanica Bhele, Adriana Velásquez-Vacca, Mahul B. Amin, Beatrice S. Knudsen
2011	J	`jnl`	Statistical Methods for Analyzing Tissue Microarray Images - Algorithmic Scoring and Co-training CoRR Donghui Yan, Pei Wang, Beatrice S. Knudsen, Michael Linden, Timothy W. Randolph