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Rohan Shad · SciRah

Researcher profile · Semantic Scholar

Rohan Shad

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Rohan Shad — researcher profile on SciRah

h-index: 16
Works: 52
Citations: 1,334

Most-cited papers

Almanac: Retrieval-Augmented Language Models for Clinical Medicine
Cyril Zakka, Akash Chaurasia, Rohan Shad, Alex R. Dalal +10 more
2023Research Square302 citations Open access
Semantic Scholar
Almanac — Retrieval-Augmented Language Models for Clinical Medicine
Cyril Zakka, Rohan Shad, Akash Chaurasia, Alex R. Dalal +18 more
2024NEJM AI199 citations Open access
Semantic Scholar
Single Cell Transcriptomic Profiling of Vascular Smooth Muscle Cell Phenotype Modulation in Marfan Syndrome Aortic Aneurysm
Albert J. Pedroza, Yasushi Tashima, Rohan Shad, Paul P. Cheng +9 more
2020Arteriosclerosis, Thrombosis and Vascular Biology157 citations Open access
Semantic Scholar
A flexible electronic strain sensor for the real-time monitoring of tumor regression
A. Abramson, Carmel T. Chan, Yasser Khan, Alana M. Mermin-Bunnell +7 more
2021bioRxiv109 citations Open access
Semantic Scholar
Burnout and Sleep Quality: A Cross-Sectional Questionnaire-Based Study of Medical and Non-Medical Students in India
Rohan Shad, Rajat Thawani, A. Goel
2015Cureus97 citations Open access
Semantic Scholar
Predicting post-operative right ventricular failure using video-based deep learning
Rohan Shad, N. Quach, Robyn Fong, P. Kasinpila +16 more
2021Nature Communications66 citations Open access
Semantic Scholar
Designing clinically translatable artificial intelligence systems for high-dimensional medical imaging
Rohan Shad, J. Cunningham, E. Ashley, C. Langlotz +1 more
2021Nature Machine Intelligence53 citations Open access
Semantic Scholar
Embryologic Origin Influences Smooth Muscle Cell Phenotypic Modulation Signatures in Murine Marfan Syndrome Aortic Aneurysm
Albert J. Pedroza, Alex R. Dalal, Rohan Shad, Nobu Yokoyama +8 more
2022Arteriosclerosis, Thrombosis and Vascular Biology39 citations Open access
Semantic Scholar
A design-based model of the aortic valve for fluid-structure interaction
Alexander D. Kaiser, Rohan Shad, W. Hiesinger, A. Marsden
2020Biomechanics and Modeling in Mechanobiology39 citations Open access
Semantic Scholar
SurGen: Text-Guided Diffusion Model for Surgical Video Generation
Joseph Cho, Samuel Schmidgall, Cyril Zakka, M. Mathur +2 more
2024arXiv.org29 citations
Semantic Scholar
Machine Learning Multicenter Risk Model to Predict Right Ventricular Failure After Mechanical Circulatory Support: The STOP-RVF Score.
I. Taleb, C. Kyriakopoulos, Robyn Fong, N. Ijaz +23 more
2024JAMA cardiology28 citations Open access
Semantic Scholar
Use of Patient-Specific Computational Models for Optimization of Aortic Insufficiency after Implantation of Left Ventricular Assist Device
P. Kasinpila, S. Kong, Robyn Fong, Rohan Shad +4 more
2020Journal of Thoracic and Cardiovascular Surgery26 citations Open access
Semantic Scholar
A generalizable deep learning system for cardiac MRI
Rohan Shad, Cyril Zakka, D. Kaur, M. Mathur +15 more
2023Nature Biomedical Engineering21 citations Open access
Semantic Scholar
Patient specific computational fluid dynamics reveal localized flow patterns predictive of post-LVAD aortic incompetence
Rohan Shad, Alexander D. Kaiser, S. Kong, Robyn Fong +8 more
2021Circulation: Heart Failure19 citations Open access
Semantic Scholar
Long-term survival in patients with post-LVAD right ventricular failure: multi-state modelling with competing outcomes of heart transplant
Rohan Shad, Robyn Fong, N. Quach, C. Bowles +13 more
2021The Journal of Heart and Lung Transplantation17 citations
Semantic Scholar
Almanac Copilot : Towards Autonomous Electronic Health Record Navigation
Cyril Zakka, Joseph Cho, Gracia Fahed, Rohan Shad +8 more
2024Research Square16 citations Open access
Semantic Scholar
Controlled Comparison of Simulated Hemodynamics Across Tricuspid and Bicuspid Aortic Valves
Alexander D. Kaiser, Rohan Shad, Nicole K. Schiavone, W. Hiesinger +1 more
2021Annals of Biomedical Engineering16 citations Open access
Semantic Scholar
A cell and transcriptome atlas of human arterial vasculature
Quan-Yi Zhao, Albert J. Pedroza, Disha Sharma, Wen-Duo Gu +21 more
2024bioRxiv15 citations
Semantic Scholar
Computational fluid dynamics simulations to predict false lumen enlargement after surgical repair of Type-A aortic dissection.
Rohan Shad, S. Kong, Robyn Fong, N. Quach +4 more
2021Seminars in Thoracic and Cardiovascular Surgery12 citations
Semantic Scholar
A cell and transcriptome atlas of human arterial vasculature
Quan-Yi Zhao, Albert J. Pedroza, Disha Sharma, Wen-Duo Gu +21 more
2025Cell Genomics11 citations Open access
Semantic Scholar
Chemokine (C-C motif) Ligand 2 Expressing Adventitial Fibroblast Expansion During Loeys-Dietz Syndrome Aortic Aneurysm Formation
Alex R. Dalal, Albert J. Pedroza, Jennifer L. Kim, Casey Gilles +11 more
2025Arteriosclerosis, Thrombosis and Vascular Biology11 citations Open access
Semantic Scholar
Acute induced pressure overload rapidly incites thoracic aortic aneurysmal SMC phenotype
Albert J. Pedroza, Rohan Shad, Alex R. Dalal, Nobu Yokoyama +3 more
2022HYPERTENSION10 citations Open access
Semantic Scholar
A generalist model for diverse text-guided medical image synthesis
Joseph Cho, M. Mathur, Cyril Zakka, D. Kaur +15 more
2024npj Digital Medicine9 citations Open access
Semantic Scholar
RVEX: Right Ventricular External Device for Biomimetic Support and Monitoring of the Right Heart
I. Pirozzi, Ali Kight, Rohan Shad, A. Han +6 more
2022Advanced Materials & Technologies8 citations Open access
Semantic Scholar
Early clinical outcomes and molecular smooth muscle cell phenotyping using a prophylactic aortic arch replacement strategy in Loeys-Dietz syndrome
Albert J. Pedroza, Paul P. Cheng, Alex R. Dalal, Kathrin Baeumler +12 more
2023Journal of Thoracic and Cardiovascular Surgery7 citations
Semantic Scholar
Almanac: Knowledge-Grounded Language Models for Clinical Medicine
Cyril Zakka, Akash Chaurasia, Rohan Shad, W. Hiesinger
2023arXiv.org6 citations Open access
Semantic Scholar
Mosaicism for the Smooth Muscle Cell (SMC)-Specific Knock-in of the Acta2 R179C Pathogenic Variant: Implications for Gene Editing Therapies
Anita Kaw, Albert J. Pedroza, Abhijnan Chattopadhyay, A. Pinard +7 more
2022Journal of Molecular and Cellular Cardiology6 citations Open access
Semantic Scholar
Klf4 is not required for smooth muscle cell phenotype modulation in Marfan syndrome aortic aneurysm
Albert J. Pedroza, Alex R. Dalal, Rohan Shad, Nobu Yokoyama +5 more
2023Arteriosclerosis, Thrombosis and Vascular Biology3 citations Open access
Semantic Scholar
Echocardiogram Foundation Model - Application 1: Estimating Ejection Fraction
Adil Dahlan, Cyril Zakka, Abhinav Kumar, Laura Tang +3 more
2023arXiv.org3 citations
Semantic Scholar
Abstract 4124675: Deep Learning Screening of Cardiac MRIs Uncovers Undiagnosed Hypertrophic Cardiomyopathy in the UK BioBank
D. Kaur, Rohan Shad, Cyril Zakka, Robyn Fong +10 more
2024Circulation2 citations
Semantic Scholar
Cardiac Support for the Right Ventricle: Effects of Timing on Hemodynamics-Biomechanics Tradeoff
I. Pirozzi, Ali Kight, Edgar Aranda-Michael, Rohan Shad +4 more
2021Functional Imaging and Modeling of the Heart2 citations
Semantic Scholar
A radiomics approach to artificial intelligence in echocardiography: Predicting post-operative right ventricular failure
Rohan Shad, N. Quach, Robyn Fong, C. Langlotz +8 more
2020medRxiv2 citations Open access
Semantic Scholar
Generalizable CT vision-language modeling for population health and disease risk
C. Beeche, Joonghyun Kim, H. Tavolinejad, Bing-Xin Zhao +22 more
2026npj Digital Medicine1 citations Open access
Semantic Scholar
Abstract 13588: A Generalizable Deep Learning System for Cardiac MRI
Rohan Shad, Cyril Zakka, D. Kaur, John Mongan +6 more
2023Circulation1 citations
Semantic Scholar
Abstract 11990: Insulin-Like Growth Factor Binding Protein 2 is a Novel Marker of Early Smooth Muscle Cell Phenotype Modulation in Thoracic Aortic Aneurysm
Albert J. Pedroza, Alex R. Dalal, Rohan Shad, Paul Cheng +5 more
2021Circulation1 citations
Semantic Scholar
Computational Evaluation of the Haemodynamic Performance of a Novel Prosthetic Heart Valve
M. Mathur, Ankit Saxena, Rohan Shad, Anwesha Chattoraj
20171 citations
Semantic Scholar
A Multitask Deep Learning Model for Pediatric Echocardiography Analysis
Joseph Cho, M. Mathur, D. Kaur, M. Duda +17 more
2026Circulation0 citations Open access
Semantic Scholar
Sex disparities in deep learning estimation of ejection fraction from cardiac magnetic resonance imaging
D. Kaur, Rohan Shad, Abhinav Kumar, M. Mathur +5 more
2026npj Digital Medicine0 citations Open access
Semantic Scholar
Abstract 107: A Human Arterial Cell Atlas
Paul P. Cheng, Albert J. Pedroza, Disha Sharma, Chad S. Weldy +13 more
2022Arteriosclerosis, Thrombosis and Vascular Biology0 citations
Semantic Scholar
Abstract P3006: A Human Arterial Cell Atlas
Paul P. Cheng, Albert J. Pedroza, Disha Sharma, Chad S. Weldy +7 more
2022Circulation Research0 citations
Semantic Scholar
Abstract 360: Epigenomic Changes Govern Smooth Muscle Cell Phenotype Shift In Marfan Syndrome Aortic Root Aneurysm
Albert J. Pedroza, Alex R. Dalal, Rohan Shad, Nobu Yokoyama +6 more
2022Arteriosclerosis, Thrombosis and Vascular Biology0 citations
Semantic Scholar
A Model to Evaluate Effect of Patient-Pump Mismatch on Thrombosis in a Pediatric Pulsatile Ventricular Assist Device
S. Kidambi, S. Moye, O. Jahadi, Rohan Shad +3 more
20210 citations Open access
Semantic Scholar
Commentary: Evidence-based management of infections on patients requiring left ventricular assist device support—a pipe dream?
Rohan Shad, W. Hiesinger
2021JTCVS Open0 citations Open access
Semantic Scholar
Commentary: Bespoke tricuspid tailoring—bringing patient-specific valve repair to the forgotten valve
Rohan Shad, W. Hiesinger
2021JTCVS Techniques0 citations Open access
Semantic Scholar
Racial Disparities in Advanced Heart Failure Therapies: Are Outcomes the Correct Metric?
C. Bowles, Rohan Shad, Robyn Fong, N. Quach +6 more
20210 citations Open access
Semantic Scholar
Simulating time to event prediction with spatiotemporal echocardiography deep learning
Rohan Shad, N. Quach, Robyn Fong, P. Kasinpila +7 more
2021arXiv.org0 citations
Semantic Scholar
A Decade of Single Center HeartWareTM HVADTM Experience.
Sabina P. W. Guenther, Robyn Fong, N. Abovwe, Rohan Shad +5 more
2020The Journal of Heart and Lung Transplantation0 citations
Semantic Scholar
357: The Safety and Efficacy of Perioperative FEIBA After Left Ventricular Assist Device Implantation
Christian T. O'Donnell, Alexander J Rodriguez, J. Madhok, Hanjay Wang +6 more
2020Critical Care Medicine0 citations
Semantic Scholar
Abstract 12976: Computational Protein Modeling to Engineer a C-X-C Chemokine Receptor Type 4 (CXCR-4) Agonist to Prevent Ischemic Heart Failure
P. Kasinpila, Rohan Shad, Vandon Duong, Robyn Fong +5 more
20190 citations
Semantic Scholar
MDCT-based lung volumetry as a prognostic tool—miles to go before we sleep
H. Mahajan, Rohan Shad
2017Indian Journal of Thoracic and Cardiovascular Surgery0 citations Open access
Semantic Scholar

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W. Hiesinger×39
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W. Hiesinger — researcher profile on SciRah
Robyn Fong×21
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Robyn Fong — researcher profile on SciRah
Alex R. Dalal×14
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Alex R. Dalal — researcher profile on SciRah
Albert J. Pedroza×13
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Albert J. Pedroza — researcher profile on SciRah

×11

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Cyril Zakka — researcher profile on SciRah

M. Fischbein×10

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M. Fischbein — researcher profile on SciRah

P. Kasinpila×9

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P. Kasinpila — researcher profile on SciRah

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N. Quach — researcher profile on SciRah

Paul P. Cheng×7

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Paul P. Cheng — researcher profile on SciRah

Ken Nakamura×7

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Ken Nakamura — researcher profile on SciRah

Nobu Yokoyama×7

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Nobu Yokoyama — researcher profile on SciRah

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D. Kaur — researcher profile on SciRah