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publications
Validation of extracorporeal membrane oxygenation mortality prediction and severity of illness scores in an international COVID-19 cohort
Published in Artificial Organs, 2023
Recommended citation: Artificial Organs 47 (9), 1490–1502.
Recommended citation: Artificial Organs 47 (9), 1490–1502.
Current and future applications of mobile health technology for evaluating spine surgery patients: a review
Published in Journal of Neurosurgery: Spine, 2023
Recommended citation: Journal of Neurosurgery: Spine 38 (5), 617–626.
Recommended citation: Journal of Neurosurgery: Spine 38 (5), 617–626.
Assisting clinical decisions for scarcely available treatment via disentangled latent representation
Published in Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD), 2023
Recommended citation: KDD 2023.
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Machine learning and lumbar spondylolisthesis
Published in Seminars in Spine Surgery, 2024
Recommended citation: Seminars in Spine Surgery 35 (3), 101048.
Recommended citation: Seminars in Spine Surgery 35 (3), 101048.
Using Artificial Intelligence to Identify Three Presenting Phenotypes of Chiari Type-1 Malformation and Syringomyelia
Published in Neurosurgery, 2024
Recommended citation: Neurosurgery 96 (6), 1341–1352.
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Predicting Multi-dimensional Surgical Outcomes with Multi-modal Mobile Sensing: A Case Study with Patients Undergoing Lumbar Spine Surgery
Published in Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT), 2024
Recommended citation: Ubicomp / ISWC 2024.
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Preoperative Mobile Health Data Improve Predictions of Recovery From Lumbar Spine Surgery
Published in Neurosurgery, 2024
Recommended citation: Neurosurgery 95 (3), 617–626.
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Using machine learning to predict poor adherence to antiretroviral therapy among adolescents living with HIV in low resource settings
Published in AIDS, 2025
Recommended citation: AIDS.
Recommended citation: AIDS.
Association between preoperative activity levels and postoperative complications in adult spinal deformity surgery
Published in Spine Deformity, 2025
Recommended citation: Spine Deformity 13 (6), 1761–1769.
Recommended citation: Spine Deformity 13 (6), 1761–1769.
Rethinking measurement of movement-evoked pain with digital technology
Published in The Journal of Pain, 2025
Recommended citation: The Journal of Pain.
Recommended citation: The Journal of Pain.
Sleep Physiology in Spine Disease: A Comparative Study of Cervical and Lumbar Patients
Published in Clinical Spine Surgery, 2025
Recommended citation: Clinical spine surgery.
Recommended citation: Clinical spine surgery.
Multidomain postoperative recovery trajectories after lumbar and thoracolumbar spine surgery
Published in The Spine Journal, 2025
Recommended citation: The Spine Journal.
Recommended citation: The Spine Journal.
Utilizing Semantic Textual Similarity for Clinical Survey Data Feature Selection
Published in Findings of the Association for Computational Linguistics: ACL 2025, 2025
Recommended citation: ACL 2025, Vienna.
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Patterns of maternal and child health services utilization and associated socioeconomic disparities in sub-Saharan Africa
Published in Nature Communications, 2025
Recommended citation: Nature Communications 16, 7840.
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Incorporating Uncertainty in Predictive Models Using Mobile Sensing and Clinical Data: A Case Study on Persistent Post-surgical Pain
Published in Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT), 2025
Recommended citation: Ubicomp / ISWC 2025.
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Addressing Cohort Variability with Adaptive Fusion of Wearable and Clinical Data: A Case Study in Predicting Pancreatic Surgery Outcomes
Published in ACM Transactions on Computing for Healthcare, 2026
Recommended citation: ACM Transactions on Computing for Healthcare.
Recommended citation: ACM Transactions on Computing for Healthcare.
Protocol for Personalised Prediction of Persistent Postsurgical Pain
Published in BMJ Open, 2026
Recommended citation: BMJ Open 16 (2), e107055.
Recommended citation: BMJ Open 16 (2), e107055.
CURA: Clinical Uncertainty Risk Alignment for Language Model–Based Risk Prediction
Published in Proceedings of the Annual Meeting of the Association for Computational Linguistics (ACL) 2026 (Main Conference), 2026
Recommended citation: ACL 2026 (Main Conference). Accepted.
Recommended citation: ACL 2026 (Main Conference). Accepted.
Remote perioperative symptom monitoring via smartphone is feasible: Evidence from the Personalized Prediction of Persistent Postsurgical Pain (P5) study
Published in British Journal of Anaesthesia, 2026
Recommended citation: British Journal of Anaesthesia. Accepted.
Recommended citation: British Journal of Anaesthesia. Accepted.
talks
Talk 1 on Relevant Topic in Your Field
Published:
This is a description of your talk, which is a markdown file that can be all markdown-ified like any other post. Yay markdown!
Conference Proceeding talk 3 on Relevant Topic in Your Field
Published:
This is a description of your conference proceedings talk, note the different field in type. You can put anything in this field.
teaching
CSE 240: Logic and Discrete Mathematics
Spring 2020. Teaching Assistant, Washington University in St. Louis
CSE 417: Introduction to Machine Learning
Spring 2023. Teaching Assistant, Washington University in St. Louis
CSE 531A: AI for Health
Spring 2024. Assistant Instructor, Washington University in St. Louis
CSE 419A: Introduction to AI for Health
Fall 2024. Assistant Instructor, Washington University in St. Louis