Beatrice Knudsen

21 papers A 1Journal 12Unranked 8
YearRankTypeTitle / Venue / Authors
2026 J jnl
Measuring and predicting where and when pathologists focus their visual attention while grading whole slide images of cancer.
Medical Image Anal.
Souradeep Chakraborty, Ruoyu Xue, Rajarsi Gupta, Oksana Yaskiv, Constantin Friedman, Natallia Sheuka, Dana Perez, Paul Friedman, Won-Tak Choi, Waqas Mahmud, Beatrice Knudsen, Gregory J. Zelinsky, Joel H. Saltz, Dimitris Samaras
2025 A conf
F2FLDM: Latent Diffusion Models with Histopathology Pre-Trained Embeddings for Unpaired Frozen Section to FFPE Translation.
WACV
Man Minh Ho, Shikha Dubey, Yosep Chong, Beatrice Knudsen, Tolga Tasdizen
2025 J jnl
ImplicitStainer: Data-Efficient Medical Image Translation for Virtual Antibody-based Tissue Staining Using Local Implicit Functions.
CoRR
Tushar Kataria, Beatrice Knudsen, Shireen Y. Elhabian
2024 — conf
DISC: Latent Diffusion Models with Self-Distillation from Separated Conditions for Prostate Cancer Grading.
ISBI
Man Minh Ho, Elham Ghelichkhan, Yosep Chong, Yufei Zhou, Beatrice Knudsen, Tolga Tasdizen
2024 J jnl
DISC: Latent Diffusion Models with Self-Distillation from Separated Conditions for Prostate Cancer Grading.
CoRR
Man Minh Ho, Elham Ghelichkhan, Yosep Chong, Yufei Zhou, Beatrice Knudsen, Tolga Tasdizen
2024 J jnl
F2FLDM: Latent Diffusion Models with Histopathology Pre-Trained Embeddings for Unpaired Frozen Section to FFPE Translation.
CoRR
Man Minh Ho, Shikha Dubey, Yosep Chong, Beatrice Knudsen, Tolga Tasdizen
2024 J jnl
StainDiffuser: MultiTask Dual Diffusion Model for Virtual Staining.
CoRR
Tushar Kataria, Beatrice Knudsen, Shireen Y. Elhabian
2024 — conf
VIMs: Virtual Immunohistochemistry Multiplex Staining via Text-to-Stain Diffusion Trained on Uniplex Stains.
MLMI@MICCAI (1)
Shikha Dubey, Yosep Chong, Beatrice Knudsen, Shireen Y. Elhabian
2024 J jnl
VIMs: Virtual Immunohistochemistry Multiplex staining via Text-to-Stain Diffusion Trained on Uniplex Stains.
CoRR
Shikha Dubey, Yosep Chong, Beatrice Knudsen, Shireen Y. Elhabian
2023 — conf
Structural Cycle GAN for Virtual Immunohistochemistry Staining of Gland Markers in the Colon.
MLMI@MICCAI (2)
Shikha Dubey, Tushar Kataria, Beatrice Knudsen, Shireen Y. Elhabian
2023 J jnl
Structural Cycle GAN for Virtual Immunohistochemistry Staining of Gland Markers in the Colon.
CoRR
Shikha Dubey, Tushar Kataria, Beatrice Knudsen, Shireen Y. Elhabian
2023 — conf
To Pretrain or Not to Pretrain? A Case Study of Domain-Specific Pretraining for Semantic Segmentation in Histopathology.
MILLanD@MICCAI
Tushar Kataria, Beatrice Knudsen, Shireen Y. Elhabian
2023 J jnl
To pretrain or not to pretrain? A case study of domain-specific pretraining for semantic segmentation in histopathology.
CoRR
Tushar Kataria, Beatrice Knudsen, Shireen Y. Elhabian
2023 J jnl
Unsupervised Domain Adaptation for Semantic Segmentation via Feature-space Density Matching.
CoRR
Tushar Kataria, Beatrice Knudsen, Shireen Y. Elhabian
2022 — conf
A Pathologist-Informed Workflow for Classification of Prostate Glands in Histopathology.
MOVI@MICCAI
Alessandro Ferrero, Beatrice Knudsen, Deepika Sirohi, Ross T. Whitaker
2022 J jnl
A Pathologist-Informed Workflow for Classification of Prostate Glands in Histopathology.
CoRR
Alessandro Ferrero, Beatrice Knudsen, Deepika Sirohi, Ross T. Whitaker
2022 — conf
Predicting the Visual Attention of Pathologists Evaluating Whole Slide Images of Cancer.
MOVI@MICCAI
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
2022 — conf
Stain Based Contrastive Co-training for Histopathological Image Analysis.
MILLanD@MICCAI
Bodong Zhang, Beatrice Knudsen, Deepika Sirohi, Alessandro Ferrero, Tolga Tasdizen
2022 J jnl
Stain based contrastive co-training for histopathological image analysis.
CoRR
Bodong Zhang, Beatrice Knudsen, Deepika Sirohi, Alessandro Ferrero, Tolga Tasdizen
2022 — conf
Visual Attention Analysis Of Pathologists Examining Whole Slide Images Of Prostate Cancer.
ISBI
Souradeep Chakraborty, Ke Ma, Rajarsi Gupta, Beatrice Knudsen, Gregory J. Zelinsky, Joel H. Saltz, Dimitris Samaras
2022 J jnl
Visual attention analysis of pathologists examining whole slide images of Prostate cancer.
CoRR
Souradeep Chakraborty, Ke Ma, Rajarsi Gupta, Beatrice Knudsen, Gregory J. Zelinsky, Joel H. Saltz, Dimitris Samaras