Emily Wittrup

12 papers Journal 9Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
LoRA-based methods on Unet for transfer learning in aneurysmal subarachnoid hematoma segmentation.
BMC Medical Imaging
Cristian Minoccheri, Matthew Hodgman, Haoyuan Ma, Rameez Merchant, Emily Wittrup, Craig A. Williamson, Kayvan Najarian
2025 J jnl
AI post-intervention operational and functional outcomes prediction in ischemic stroke patients using MRIs.
BMC Medical Imaging
Emily Wittrup, John Reavey-Cantwell, Aditya S. Pandey, Dennis J. Rivet II, Kayvan Najarian
2025 J jnl
AI-Based Computational Methods in Early Drug Discovery and Post Market Drug Assessment: A Survey.
IEEE Trans. Comput. Biol. Bioinform.
Flora Rajaei, Cristian Minoccheri, Emily Wittrup, Richard C. Wilson, Brian D. Athey, Gilbert S. Omenn, Kayvan Najarian
2025 J jnl
EvolveFNN: An Interpretable Framework for Early Detection Using Longitudinal Electronic Health Record Data.
IEEE J. Biomed. Health Informatics
Yufeng Zhang, Emily Wittrup, Matthew Hodgman, Michael Mathis, Kayvan Najarian
2025 J jnl
Identification of digital twins to guide interpretable AI for diagnosis and prognosis in heart failure.
npj Digit. Medicine
Feng Gu, Andrew J. Meyer, Filip Jezek, Shuangdi Zhang, Tonimarie Catalan, Alexandria Miller, Noah A. Schenk, Victoria E. Sturgess, Domingo Uceda, Rui Li, Emily Wittrup, Xinwei Hua, Brian E. Carlson, Yi-Da Tang, Farhan Raza, Kayvan Najarian, Scott L. Hummel, Daniel A. Beard
2024 — conf
Adapting Segment Anything Model for Ulcer Segmentation in Inflammatory Bowel Disease.
EMBC
Lingrui Cai, Ryan W. Stidham, Emily Wittrup, Kayvan Najarian
2024 — conf
CoxFNN: Interpretable machine learning method for survival analysis.
EMBC
Yufeng Zhang, Emily Wittrup, Kayvan Najarian
2024 J jnl
Enhancing heart failure treatment decisions: interpretable machine learning models for advanced therapy eligibility prediction using EHR data.
BMC Medical Informatics Decis. Mak.
Yufeng Zhang, Jessica R. Golbus, Emily Wittrup, Keith D. Aaronson, Kayvan Najarian
2024 J jnl
Identifying selective PDHK inhibitors using coupled tensor matrix completion and experimental validation.
Discov. Artif. Intell.
Flora Rajaei, Peter Toogood, Renju Jacob, Mason Baber, Mya Gough, Harm Derksen, Emily Wittrup, Kayvan Najarian
2024 — conf
Learning Physiological Mechanisms that Predict Adverse Cardiovascular Events in Intensive Care Patients with Chronic Heart Disease.
EMBC
Matthew Hodgman, Emily Wittrup, Kayvan Najarian
2024 J jnl
Learning using privileged information with logistic regression on acute respiratory distress syndrome detection.
Artif. Intell. Medicine
Zijun Gao, Shuyang Cheng, Emily Wittrup, Jonathan Gryak, Kayvan Najarian
2024 J jnl
Mechanistic Assessment of Cardiovascular State Informed by Vibroacoustic Sensors.
Sensors
Ali Zare, Emily Wittrup, Kayvan Najarian