Matthew Antalek
Attending Interventional Radiologist at Endeavor Health
Chicago, Illinois, United States
Summary
👤
Senior🎓
Top SchoolMatthew Antalek is an attending interventional radiologist and former chief resident at Northwestern with a decade of clinical and research experience bridging imaging, signal processing, and machine learning. He brings hands-on expertise in deep learning, NLP, and web technologies to problems in procedural radiology and outcome improvement, grounded in early imaging and biochemistry research from NIH and Binghamton. Fluent in cross-disciplinary work, he has applied laser speckle and infrared imaging techniques to vascular disease in sickle cell patients and continues to translate quantitative imaging methods into clinical practice. Based in Chicago, he pairs rigorous academic training (MD, strong quantitative undergrad background) with practical implementation experience, making him adept at moving models from prototype to patient-centered workflows. An unusual strength is his combination of language study and international exposure, which supports collaborative, multidisciplinary research and education.
10 years of coding experience
2 years of employment as a software developer
Chinese Language, Chinese Language at Capital Normal UniversityDoctor of Medicine (M.D.), Doctor of Medicine (M.D.) at Northwestern University - The Feinberg School of MedicineBachelor's Degree, Mathematics, Biochemistry, A, Bachelor's Degree, Mathematics, Biochemistry, A at State University of New York at Binghamton
English, Chinese
Github Skills (200)
ui-components10
model-management10
gradio-interface10
hpa10
backtesting10
datasets10
automation10
jaeger10
labeling10
scheduler10
heatmap10
text-detection10
llmops10
computer-vision10
financial-markets10
Programming languages (11)
Github contributions (5)
themantalope/RSNA_ML_slides
Aug 2017 - Nov 2017
Contributions:99 commits, 92 pushes in 3 months
themantalope/pydicom
Nov 2019 - Sep 2022
Read, modify and write DICOM files with python code
Contributions:12 pushes, 1 branch in 2 years 10 months
python-codepythonmodifypython-scriptdicom
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