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Frontiers in Medicine|March 5, 2026
Clinical problem selection for machine learning-based clinical decision support in the intensive care unit: complexity, actionability, and the way forwardAnirudh Vinnakota, Matthew Hodgman, Daniel EhrmannWorld Neurosurgery|July 15, 2019
A Precursor to Multiloculated Hydrocephalus: Case Report and Review of LiteratureAnirudh Vinnakota, James M Wright, Krystal L TomeiJACC. Case Reports|February 19, 2026
Percutaneous Removal of an Embolized Atrial Septal Defect Device With a Novel Retrieval SystemJonathon A Hagel, Anirudh Vinnakota, Jimmy C Lu, et al.Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference|March 5, 2025
Learning Physiological Mechanisms that Predict Adverse Cardiovascular Events in Intensive Care Patients with Chronic Heart DiseaseMatthew Hodgman, Emily Wittrup, Kayvan NajarianCurrent Tropical Medicine Reports|October 17, 2022
Effects of COVID-19 Pandemic on Nutritional Status, Feeding Practices, and Access to Food Among Infants and Children in Lower and Middle-Income Countries: a Narrative ReviewPaola Hong Zhu, Susan Nita Mhango, Anirudh Vinnakota, et al.The Annals of Thoracic Surgery|October 13, 2018
Anomalous Aortic Origin of the Coronary Arteries: A Novel Unroofing Technique in an Adult CohortAnirudh Vinnakota, Robert D Stewart, Hani Najm, et al.IEEE Journal of Biomedical and Health Informatics|March 14, 2025
EvolveFNN: An interpretable framework for early detection using longitudinal electronic health record dataYufeng Zhang, Emily Wittrup, Matthew Hodgman, et al.Diagnostics (Basel, Switzerland)|August 29, 2024
A Comparison of Interpretable Machine Learning Approaches to Identify Outpatient Clinical Phenotypes Predictive of First Acute Myocardial InfarctionMatthew Hodgman, Cristian Minoccheri, Michael Mathis, et al.Journal of Cardiac Surgery|May 5, 2018
Relationship between intraoperative serum lactate and hemoglobin levels on postoperative renal function in patients undergoing elective cardiac surgerySteven C Mitchell, Anirudh Vinnakota, Salil V Deo, et al.BMC Medical Imaging|December 26, 2025
LoRA-based methods on Unet for transfer learning in aneurysmal subarachnoid hematoma segmentationCristian Minoccheri, Matthew Hodgman, Haoyuan Ma, et al.Pageof 2