Danielle Fassler

Stony Brook University — United States

Computer Science · Physical Sciences

7h-index431citations22works1.02yr avg
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Research Topics

AI in cancer detection(8), Pancreatic and Hepatic Oncology Research(4), Cancer Cells and Metastasis(4), Radiomics and Machine Learning in Medical Imaging(4), Immune cells in cancer(3)

Publications21 total

Label-Efficient Deep Color Deconvolution of Brightfield Multiplex IHC Images
IEEE Transactions on Medical Imaging·2025
Keratin 17 modulates the immune topography of pancreatic cancer
Journal of Translational Medicine·2024· 4 citedOpen Access
Keratin 17 modulates the immune topography of pancreatic cancer
Research Square (Research Square)·2024Open Access
Abstract B041: Keratin 17 excludes CD8-positive T cells and recruits CD163-positive macrophages in pancreatic ductal adenocarcinoma
Cancer Research·2024
Coordinated single-cell tumor microenvironment dynamics reinforce pancreatic cancer subtype
Nature Communications·2023· 66 citedOpen Access
Unsupervised Stain Decomposition via Inversion Regulation for Multiplex Immunohistochemistry Images.
PubMed·2023· 1 citedOpen Access
Spatial Characterization of Tumor-Infiltrating Lymphocytes and Breast Cancer Progression
UNC Libraries·2022Open Access
Spatial Characterization of Tumor-Infiltrating Lymphocytes and Breast Cancer Progression
Cancers·2022· 52 citedOpen Access
Publisher Correction to: Deep learning-based image analysis methods for brightfield-acquired multiplex immunohistochemistry images
Diagnostic Pathology·2020· 5 citedOpen Access
Deep learning-based image analysis methods for brightfield-acquired multiplex immunohistochemistry images
Diagnostic Pathology·2020· 77 citedOpen Access
Su1151 DEEP LEARNING FOR HISTOLOGICAL ANALYSIS OF TUMOR-LYMPHOCYTE INTERACTIONS IN PANCREATIC DUCTAL ADENOCARCINOMA
Gastroenterology·2020
Utilizing Automated Breast Cancer Detection to Identify Spatial Distributions of Tumor-Infiltrating Lymphocytes in Invasive Breast Cancer
American Journal Of Pathology·2020· 115 citedOpen Access
Weakly-Supervised Deep Stain Decomposition for Multiplex IHC Images
2020· 19 cited
Abstract A27: Deep learning for analysis of tumor-lymphocyte interactions in pancreatic ductal adenocarcinoma
Cancer Research·2019
Utilizing Automated Breast Cancer Detection to Identify Spatial Distributions of Tumor Infiltrating Lymphocytes in Invasive Breast Cancer
arXiv (Cornell University)·2019· 7 citedOpen Access
Label Super Resolution with Inter-Instance Loss
arXiv (Cornell University)·2019· 1 citedOpen Access
Abstract 1841: Dissecting gene expression programs that define tumor aggression and patient outcome in pancreatic cancer
Cancer Research·2016
Hyperbaric Oxygen Promotes Proximal Bone Regeneration and Organized Collagen Composition during Digit Regeneration
PLoS ONE·2015· 40 citedOpen Access
Endogenous Bone Regeneration Is Dependent Upon a Dynamic Oxygen Event
Journal of Bone and Mineral Research·2015· 1 citedOpen Access
Endogenous Bone Regeneration Is Dependent Upon a Dynamic Oxygen Event
Journal of Bone and Mineral Research·2014· 43 citedOpen Access
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Frequent Co-authors

Tahsin Kurç(14), Joel Saltz(14), Shahira Abousamra(13), Rajarsi Gupta(12), Kenneth R. Shroyer(10), Luisa F. Escobar‐Hoyos(9), Dimitris Samaras(8), Le Hou(6), Richard A. Moffitt(6), Luke A. Torre-Healy(4), Chao Chen(4), Soma Kobayashi(4), Mimi C. Sammarco(4), Jennifer Simkin(4), Ken Muneoka(4), Han Le(3), Maozheng Zhao(3), Alex Cammack(3), Keith Van Meter(3), Dimitris Samaras(3)