Katie Allen

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 13

Top Topics

Multiple Instance

Electronic Health Records

Top Venues

Publications

Jack Breen, Katie Allen, Kieran Zucker, Lucy Godson, Nicolas M. Orsi, Nishant Ravikumar
Histopathology Foundation Models Enable Accurate Ovarian Cancer Subtype Classification. CoRR (2024)
Jack Breen, Katie Allen, Kieran Zucker, Nicolas M. Orsi, Nishant Ravikumar
Multi-Resolution Histopathology Patch Graphs for Ovarian Cancer Subtyping. CoRR (2024)
Jack Breen, Katie Allen, Kieran Zucker, Pratik Adusumilli, Andy Scarsbrook, Geoff Hall, Nicolas M. Orsi, Nishant Ravikumar
Artificial Intelligence in Ovarian Cancer Histopathology: A Systematic Review. CoRR (2023)
Jack Breen, Kieran Zucker, Katie Allen, Nishant Ravikumar, Nicolas M. Orsi
Generative Adversarial Networks for Stain Normalisation in Histopathology. CoRR (2023)
Jack Breen, Katie Allen, Kieran Zucker, Geoff Hall, Nicolas M. Orsi, Nishant Ravikumar
Efficient subtyping of ovarian cancer histopathology whole slide images using active sampling in multiple instance learning. CoRR (2023)
Jack Breen, Katie Allen, Kieran Zucker, Geoff Hall, Nishant Ravikumar, Nicolas M. Orsi
Predicting Ovarian Cancer Treatment Response in Histopathology using Hierarchical Vision Transformers and Multiple Instance Learning. CoRR (2023)
Tilanka Chandrasekera, Nicole Colston, Tutaleni Asino, Cynthia Orona, Katie Allen, Allison Howard, Piper Bott, Oluwafikayo Adewumi
Work-in-Progress - Decolonizing the Digital Divide: Problem Based Spatial Design Through Immersive Technology for STEM Education in Minority Populations. iLRN (2022)
Sarah El-Azab, Siu Hui, Heidi Hosler, Katie Allen
Race and Ethnicity Agreement Between Medicaid, Health Information Exchange, and Electronic Health Records. AMIA (2021)
Katie Allen, Daniel Hood, Jonathan Cummins, Suranga Nath Kasthurirathne, Peter J. Embí, Joshua R. Vest
Extracting Social Variables from Clinical Documentation to Better Facilitate Response to Patient Need. AMIA (2021)
Sarah El-Azab, Luke Golichowski, Heidi Hosler, Siu Hui, Katie Allen
Creating a Standardized Approach for Extracting Race and Ethnicity from a Regional Health Information Exchange. AMIA (2020)
Daniel Hood, Shaun J. Grannis, Peter J. Embí, Josh Martin, Darshan Shah, John Roach, Katie Allen
An information infrastructure for federated, person-level linkage and query capability across private- and public-sector health data: The Indiana state EMS to HIE ED pilot project. AMIA (2019)
Swapna Abhyankar, Mary Zabriskie, Katie Allen, Daniel J. Vreeman
Improving Mapping Accuracy with a Guide for LOINC Microbiology Terms. AMIA (2018)
Theresa Cullen, Katie Allen, Sara Armson, Anna Roberts, Daniel J. Vreeman
The Capture of Social and Behavioral Determinants of Health in Electronic Health Records. AMIA (2017)
Jon D. Duke, Daniel J. Vreeman, Jeremy Leventhal, Chen Wen, Katie Allen, David A. Haggstrom
Regenstrief ePRO: A Rule-Based Platform for Capturing Targeted Patient-Reported Outcomes. AMIA (2015)