University of Chicago
Chicago
M.S. - Public Health
2019
University of Chicago
Chicago
- Critical Care
2011
University of Chicago
Chicago
- Anesthesia
2010
Albert Einstein College of Medicine
New York
MD - Medicine
2006
Case Western Reserve University
Cleveland
B.A. - Chemistry
2001
PlexusNet: A neural network architectural concept for medical image classification.
PlexusNet: A neural network architectural concept for medical image classification. Comput Biol Med. 2023 03; 154:106594.
PMID: 36753979
Toward Reduction in False-Positive Thyroid Nodule Biopsies with a Deep Learning-based Risk Stratification System Using US Cine-Clip Images.
Toward Reduction in False-Positive Thyroid Nodule Biopsies with a Deep Learning-based Risk Stratification System Using US Cine-Clip Images. Radiol Artif Intell. 2022 May; 4(3):e210174.
PMID: 35652118
Automating Scoliosis Measurements in Radiographic Studies with Machine Learning: Comparing Artificial Intelligence and Clinical Reports.
Automating Scoliosis Measurements in Radiographic Studies with Machine Learning: Comparing Artificial Intelligence and Clinical Reports. J Digit Imaging. 2022 06; 35(3):524-533.
PMID: 35149938
Automated Identification and Measurement Extraction of Pancreatic Cystic Lesions from Free-Text Radiology Reports Using Natural Language Processing.
Automated Identification and Measurement Extraction of Pancreatic Cystic Lesions from Free-Text Radiology Reports Using Natural Language Processing. Radiol Artif Intell. 2022 Mar; 4(2):e210092.
PMID: 35391762
Natural language processing of head CT reports to identify intracranial mass effect: CTIME algorithm.
Natural language processing of head CT reports to identify intracranial mass effect: CTIME algorithm. Am J Emerg Med. 2022 Jan; 51:388-392.
PMID: 34839182
Probabilistic Forecasting of Anti-VEGF Treatment Frequency in Neovascular Age-Related Macular Degeneration.
Probabilistic Forecasting of Anti-VEGF Treatment Frequency in Neovascular Age-Related Macular Degeneration. Transl Vis Sci Technol. 2021 06 01; 10(7):30.
PMID: 34185055
Impact of Upstream Medical Image Processing on Downstream Performance of a Head CT Triage Neural Network.
Impact of Upstream Medical Image Processing on Downstream Performance of a Head CT Triage Neural Network. Radiol Artif Intell. 2021 Jul; 3(4):e200229.
PMID: 34350412
Deep learning model for the prediction of microsatellite instability in colorectal cancer: a diagnostic study.
Deep learning model for the prediction of microsatellite instability in colorectal cancer: a diagnostic study. Lancet Oncol. 2021 01; 22(1):132-141.
PMID: 33387492
Frequency and Outcomes of Preoperative Stress Testing in Total Hip and Knee Arthroplasty from 2004 to 2017.
Frequency and Outcomes of Preoperative Stress Testing in Total Hip and Knee Arthroplasty from 2004 to 2017. JAMA Cardiol. 2021 01 01; 6(1):13-20.
PMID: 32997100
Changes in Cancer Management due to COVID-19 Illness in Patients with Cancer in Northern California.
Changes in Cancer Management due to COVID-19 Illness in Patients with Cancer in Northern California. JCO Oncol Pract. 2021 Mar; 17(3):e377-e385.
PMID: 33332170
UChicago App Challenge
University of Chicago
2016 - 2017
AOA
University of Chicago
2011 - 2012