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Julie M. Caldwell
Publication Activity (10 Years)
Years Active: 2021-2023
Publications (10 Years): 6
Top Topics
Machine Learning
Global Features
Binary Classification
Graph Cuts
Top Venues
CoRR
CIBCB
EMBC
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Publications
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Eliel Aknin
,
Ariel Larey
,
Julie M. Caldwell
,
Margaret H. Collins
,
Marc E. Rothenberg
,
Yonatan Savir
Harnessing Digital Pathology And Causal Learning To Improve Eosinophilic Esophagitis Dietary Treatment Assignment.
CIBCB
(2023)
Eliel Aknin
,
Ariel Larey
,
Julie M. Caldwell
,
Margaret H. Collins
,
Juan P. Abonia
,
Seema S. Aceves
,
Nicoleta C. Arva
,
Mirna Chehade
,
Evan S. Dellon
,
Nirmala Gonsalves
,
Sandeep K. Gupta
,
John Leung
,
Kathryn A. Peterson
,
Tetsuo Shoda
,
Jonathan M. Spergel
,
Marc E. Rothenberg
,
Yonatan Savir
Harnessing Digital Pathology And Causal Learning To Improve Eosinophilic Esophagitis Dietary Treatment Assignment.
CoRR
(2023)
Ariel Larey
,
Eliel Aknin
,
Nati Daniel
,
Garrett A. Osswald
,
Julie M. Caldwell
,
Mark Rochman
,
Tanya Wasserman
,
Margaret H. Collins
,
Nicoleta C. Arva
,
Guang-Yu Yang
,
Marc E. Rothenberg
,
Yonatan Savir
Harnessing Artificial Intelligence to Infer Novel Spatial Biomarkers for the Diagnosis of Eosinophilic Esophagitis.
CoRR
(2022)
Nati Daniel
,
Ariel Larey
,
Eliel Aknin
,
Garrett A. Osswald
,
Julie M. Caldwell
,
Mark Rochman
,
Margaret H. Collins
,
Guang-Yu Yang
,
Nicoleta C. Arva
,
Kelley E. Capocelli
,
Marc E. Rothenberg
,
Yonatan Savir
A Deep Multi-Label Segmentation Network For Eosinophilic Esophagitis Whole Slide Biopsy Diagnostics.
EMBC
(2022)
Nati Daniel
,
Ariel Larey
,
Eliel Aknin
,
Garrett A. Osswald
,
Julie M. Caldwell
,
Mark Rochman
,
Margaret H. Collins
,
Guang-Yu Yang
,
Nicoleta C. Arva
,
Kelley E. Capocelli
,
Marc E. Rothenberg
,
Yonatan Savir
PECNet: A Deep Multi-Label Segmentation Network for Eosinophilic Esophagitis Biopsy Diagnostics.
CoRR
(2021)
Tomer Czyzewski
,
Nati Daniel
,
Mark Rochman
,
Julie M. Caldwell
,
Garrett A. Osswald
,
Margaret H. Collins
,
Marc E. Rothenberg
,
Yonatan Savir
Machine learning approach for biopsy-based identification of eosinophilic esophagitis reveals importance of global features.
CoRR
(2021)