Top Researchers
Top Medicine Researchers at University of Virginia for 2026
The University of Virginia’s recent Medicine output shows a broad mix of clinical research, methods work, and translational studies. Across a sampled set of works, researchers are publishing on topics that span neurological care, cardiovascular medicine, imaging, genetics, and surgery.
Below, you’ll find a closer look at several active contributors whose recent publications reflect the institution’s range of work over the past year, from systematic reviews and practice guidance to AI-supported diagnosis and disease prediction.
Featured Researchers
Bardia Hajikarimloo
Bardia Hajikarimloo’s recent work at the University of Virginia centers on epidemiology, pulmonary and respiratory medicine, and genetics, with systematic reviews on machine learning for glioma and vestibular schwannoma outcomes.
Activity over the last year: 63 indexed journal articles.
Top publications:
- Can we rely on machine learning algorithms as a trustworthy predictor for recurrence in high-grade glioma? A systematic review and meta-analysis (Jan 2025)
- Application of artificial intelligence in forecasting survival in high-grade glioma: systematic review and meta-analysis involving 79,638 participants (Feb 2025)
- Prediction of facial nerve outcomes after surgery for vestibular schwannoma using machine learning-based models: a systematic review and meta-analysis (Jan 2025)
Antonio Abbate
Antonio Abbate’s recent publications connect cardiology and cardiovascular medicine with molecular biology and imaging, including analyses of semaglutide, anti-inflammatory therapy, and colchicine in coronary artery disease.
Activity over the last year: 41 indexed journal articles.
Top publications:
- Reduction of new onset of atrial fibrillation in patients treated with semaglutide: an updated systematic review and meta regression analysis of randomized controlled trials (Apr 2025)
- Effects of anti-inflammatory therapy in acute heart failure: a systematic review and meta-analysis (Feb 2025)
- Colchicine in Coronary Artery Disease: Where Do We Stand? (Jan 2025)
Stephen S. Rich
Stephen S. Rich’s recent output brings together genetics, surgery, and molecular biology, spanning proteomic signatures in HIV-associated heart remodeling, kidney function genetics, and type 1 diabetes prediction.
Activity over the last year: 63 indexed journal articles.
Top publications:
- Proteomic signature of HIV-associated subclinical left atrial remodeling and incident heart failure (Jan 2025)
- Genome-Wide Association Study of Quantitative Kidney Function in 52,531 Individuals with Diabetes Identifies Five Diabetes-Specific Loci (May 2025)
- Type 1 diabetes prediction in autoantibody-positive individuals: performance, time and money matter (May 2025)
Jason P. Sheehan
Jason P. Sheehan’s recent work at the University of Virginia spans epidemiology, genetics, and neurology, with publications on focused ultrasound, brain tumor guidance, and vestibular schwannoma treatment.
Activity over the last year: 44 indexed journal articles.
Top publications:
- Focused ultrasound-microbubble treatment arrests the growth and formation of cerebral cavernous malformations (May 2025)
- ACR Appropriateness Criteria® Brain Tumors (May 2025)
- Large vestibular schwannoma treated using a cranial nerve sparing approach with planned subtotal microsurgical resection and stereotactic radiosurgery: meta-analysis and International Stereotactic Radiosurgery Society (ISRS) practice guidelines (Apr 2025)
Salem M Tos
Salem M Tos has been publishing across epidemiology, neurology, and pulmonary and respiratory medicine, especially on machine learning for vestibular schwannoma outcomes and radiosurgery in neurofibromatosis-related disease.
Activity over the last year: 55 indexed journal articles.
Top publications:
- Prediction of facial nerve outcomes after surgery for vestibular schwannoma using machine learning-based models: a systematic review and meta-analysis (Jan 2025)
- Gamma knife stereotactic radiosurgery for neurofibromatosis 2 (NF2)-associated meningiomas; a systematic review and meta-analysis (Feb 2025)
- Stereotactic radiosurgery for vestibular schwannomas in neurofibromatosis type 2: a systematic review and meta-analysis (Apr 2025)
Amit R. Patel
Amit R. Patel’s recent work combines radiology, cardiology, and pulmonary medicine, including AI-based CT plaque analysis, echocardiographic screening for cardiac amyloidosis, and expert review in esophageal practice.
Activity over the last year: 29 indexed journal articles.
Top publications:
- AI-Quantitative CT Coronary Plaque Features Associate With a Higher Relative Risk in Women: CONFIRM2 Registry (Apr 2025)
- Cardiac amyloidosis detection from a single echocardiographic video clip: a novel artificial intelligence-based screening tool (May 2025)
- AGA Clinical Practice Update on Incorporating Functional Lumen Imaging Probe Into Esophageal Clinical Practice: Expert Review (Jul 2025)
Ifrah Zawar
Ifrah Zawar’s recent publications bridge psychiatry and mental health, pediatrics, and cellular and molecular neuroscience through studies of seizure control, late-onset epilepsy, and neurodegeneration biomarkers.
Activity over the last year: 20 indexed journal articles.
Top publications:
Justin S. Smith
Justin S. Smith’s recent publications focus on surgery, materials chemistry, and pathology, with work on adult spinal deformity, lumbar scoliosis outcomes, and patient-reported measures.
Activity over the last year: 27 indexed journal articles.
Top publications:
What University of Virginia's Medicine Community Is Working On
The most common subfields across these researchers point to an active community working at the intersection of epidemiology, pulmonary and respiratory medicine, and genetics, with cardiology and molecular biology also appearing frequently. That mix suggests a strong emphasis on studying disease patterns, refining clinical decision-making, and pairing patient-centered questions with computational and translational approaches. Across the featured work, the University of Virginia’s medicine research is clearly moving between practical care questions and the underlying biology that helps explain them.- Epidemiology - seen across 3 of the featured researchers
- Pulmonary and Respiratory Medicine - seen across 3 of the featured researchers
- Genetics - seen across 3 of the featured researchers
- Cardiology and Cardiovascular Medicine - seen across 2 of the featured researchers
- Molecular Biology - seen across 2 of the featured researchers
Taken together, these studies show a research community moving between patient care, quantitative methods, and disease-specific investigation. If you’re exploring how teams like these keep manuscripts organized, formatted, and ready for submission, Resub can help support those workflows alongside your reading and writing.
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