John Muschelli

Johns Hopkins University — United States

Medicine · Health Sciences

37h-index6.6kcitations233works2.42yr avg
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Research Topics

Radiomics and Machine Learning in Medical Imaging(30), Intracerebral and Subarachnoid Hemorrhage Research(26), Functional Brain Connectivity Studies(22), Advanced Neuroimaging Techniques and Applications(21), Acute Ischemic Stroke Management(19)

Publications233 total

Abstract WP305: Comparison Of Automated Brain Extraction Methods In Over 5000 Computed Tomography Scans
Stroke·2026
ggseg/ggseg: CRAN release
Zenodo (CERN European Organization for Nuclear Research)·2025Open Access
Walking Fingerprinting Using Wrist Accelerometry During Activities of Daily Living in NHANES
arXiv (Cornell University)·2025Open Access
Assessment of Renal Vein Flow Index by Transesophageal Echocardiography: Precision, Variability, and Association with Cardiac Index During Cardiac Surgery
Journal of Cardiothoracic and Vascular Anesthesia·2025
Clinical Characterization and Prediction of Clinical Severity of SARS-CoV-2 Infection Among US Adults Using Data From the US National COVID Cohort Collaborative
UNC Libraries·2025Open Access
Intranasal insulin for improving cognitive function in multiple sclerosis
Neurotherapeutics·2025· 2 citedOpen Access
Fine-Mapping the Association of Acute Kidney Injury With Mean Arterial and Central Venous Pressures During Coronary Artery Bypass Surgery
Anesthesia & Analgesia·2025· 2 citedOpen Access
Comparing Step-Counting Algorithms for High-Resolution Wrist Accelerometry Data in Older Adults in the ARIC Study
The Journals of Gerontology Series A·2025Open Access
Objectively Measured Physical Activity Using Wrist-Worn Accelerometers as a Predictor of Incident Alzheimer’s Disease in the UK Biobank
The Journals of Gerontology Series A·2024· 2 citedOpen Access
Comparing Step Counting Algorithms for High-Resolution Wrist Accelerometry Data in NHANES 2011–2014
Medicine & Science in Sports & Exercise·2024· 2 cited
Comparing Step Counting Algorithms for High-Resolution Wrist Accelerometry Data in NHANES 2011-2014
arXiv (Cornell University)·2024Open Access
stepcount: Estimate Step Counts from 'Accelerometry' Data
2024Open Access
Assessment of Renal Vein Stasis Index by Transesophageal Echocardiography During Cardiac Surgery: A Feasibility Study
Anesthesia & Analgesia·2024· 2 citedOpen Access
Occurrence of Low Cardiac Index During Normotensive Periods in Cardiac Surgery: A Prospective Cohort Study Using Continuous Noninvasive Cardiac Output Monitoring
Anesthesia & Analgesia·2024· 2 citedOpen Access
Open Case Studies: Statistics and Data Science Education through Real-World Applications
Journal of Statistics and Data Science Education·2024· 8 citedOpen Access
NHANES 2011–2014: Objective Physical Activity Is the Strongest Predictor of All-Cause Mortality
Medicine & Science in Sports & Exercise·2024· 15 citedOpen Access
Evaluating Step Counting Algorithms on Subsecond Wrist-Worn Accelerometry: A Comparison Using Publicly Available Data Sets
Journal for the Measurement of Physical Behaviour·2024· 5 cited
conrad: Client for the Microsoft's 'Cognitive Services Text to Speech REST' API
2023Open Access
Data from Large-scale Radiomic Profiling of Recurrent Glioblastoma Identifies an Imaging Predictor for Stratifying Anti-Angiogenic Treatment Response
2023Open Access
supplemental legend from Large-scale Radiomic Profiling of Recurrent Glioblastoma Identifies an Imaging Predictor for Stratifying Anti-Angiogenic Treatment Response
2023Open Access
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Frequent Co-authors

Daniel F. Hanley(13), Ciprian M. Crainiceanu(10), Issam A. Awad(9), Natalie Ullman(8), Wendy Ziai(7), Brian Caffo(7), Paul Vespa(6), James J. Pekar(6), Russell T. Shinohara(6), Brian T. Garibaldi(6), W. Andrew Mould(5), Anita D. Barber(5), Stewart H. Mostofsky(5), Elizabeth Sweeney(5), Karen Lane(4), Mario Zuccarello(4), Mary Beth Nebel(4), Matthew L. Robinson(4), Karen Bandeen‐Roche(4), Scott L. Zeger(4)