Beatrice Knudsen

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 16

Top Topics

Diffusion Model

Prostate Cancer

Top Venues

Publications

Shikha Dubey, Yosep Chong, Beatrice Knudsen, Shireen Y. Elhabian
VIMs: Virtual Immunohistochemistry Multiplex staining via Text-to-Stain Diffusion Trained on Uniplex Stains. CoRR (2024)
Tushar Kataria, Beatrice Knudsen, Shireen Y. Elhabian
StainDiffuser: MultiTask Dual Diffusion Model for Virtual Staining. CoRR (2024)
Man Minh Ho, Elham Ghelichkhan, Yosep Chong, Yufei Zhou, Beatrice Knudsen, Tolga Tasdizen
DISC: Latent Diffusion Models with Self-Distillation from Separated Conditions for Prostate Cancer Grading. CoRR (2024)
Man Minh Ho, Shikha Dubey, Yosep Chong, Beatrice Knudsen, Tolga Tasdizen
F2FLDM: Latent Diffusion Models with Histopathology Pre-Trained Embeddings for Unpaired Frozen Section to FFPE Translation. CoRR (2024)
Shikha Dubey, Tushar Kataria, Beatrice Knudsen, Shireen Y. Elhabian
Structural Cycle GAN for Virtual Immunohistochemistry Staining of Gland Markers in the Colon. MLMI@MICCAI (2) (2023)
Tushar Kataria, Beatrice Knudsen, Shireen Y. Elhabian
To pretrain or not to pretrain? A case study of domain-specific pretraining for semantic segmentation in histopathology. CoRR (2023)
Shikha Dubey, Tushar Kataria, Beatrice Knudsen, Shireen Y. Elhabian
Structural Cycle GAN for Virtual Immunohistochemistry Staining of Gland Markers in the Colon. CoRR (2023)
Tushar Kataria, Beatrice Knudsen, Shireen Y. Elhabian
Unsupervised Domain Adaptation for Semantic Segmentation via Feature-space Density Matching. CoRR (2023)
Tushar Kataria, Beatrice Knudsen, Shireen Y. Elhabian
To Pretrain or Not to Pretrain? A Case Study of Domain-Specific Pretraining for Semantic Segmentation in Histopathology. MILLanD@MICCAI (2023)
Bodong Zhang, Beatrice Knudsen, Deepika Sirohi, Alessandro Ferrero, Tolga Tasdizen
Stain Based Contrastive Co-training for Histopathological Image Analysis. MILLanD@MICCAI (2022)
Alessandro Ferrero, Beatrice Knudsen, Deepika Sirohi, Ross T. Whitaker
A Pathologist-Informed Workflow for Classification of Prostate Glands in Histopathology. CoRR (2022)
Bodong Zhang, Beatrice Knudsen, Deepika Sirohi, Alessandro Ferrero, Tolga Tasdizen
Stain based contrastive co-training for histopathological image analysis. CoRR (2022)
Alessandro Ferrero, Beatrice Knudsen, Deepika Sirohi, Ross T. Whitaker
A Pathologist-Informed Workflow for Classification of Prostate Glands in Histopathology. MOVI@MICCAI (2022)
Souradeep Chakraborty, Ke Ma, Rajarsi Gupta, Beatrice Knudsen, Gregory J. Zelinsky, Joel H. Saltz, Dimitris Samaras
Visual attention analysis of pathologists examining whole slide images of Prostate cancer. CoRR (2022)
Souradeep Chakraborty, Rajarsi Gupta, Ke Ma, Darshana Govind, Pinaki Sarder, Won-Tak Choi, Waqas Mahmud, Eric Yee, Felicia Allard, Beatrice Knudsen, Gregory J. Zelinsky, Joel H. Saltz, Dimitris Samaras
Predicting the Visual Attention of Pathologists Evaluating Whole Slide Images of Cancer. MOVI@MICCAI (2022)
Souradeep Chakraborty, Ke Ma, Rajarsi Gupta, Beatrice Knudsen, Gregory J. Zelinsky, Joel H. Saltz, Dimitris Samaras
Visual Attention Analysis Of Pathologists Examining Whole Slide Images Of Prostate Cancer. ISBI (2022)