An attention based deep learning model of clinical events in the intensive care unit
Kaji, Deepak A, Zech, John R, Kim, Jun S, Cho, Samuel K, Dangayach, Neha S, Costa, Anthony B, Oermann, Eric K
Published in PloS one (13.02.2019)
Published in PloS one (13.02.2019)
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Journal Article
Deep learning predicts hip fracture using confounding patient and healthcare variables
Badgeley, Marcus A., Zech, John R., Oakden-Rayner, Luke, Glicksberg, Benjamin S., Liu, Manway, Gale, William, McConnell, Michael V., Percha, Bethany, Snyder, Thomas M., Dudley, Joel T.
Published in NPJ digital medicine (30.04.2019)
Published in NPJ digital medicine (30.04.2019)
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Journal Article
Risk stratification for hydronephrosis in the evaluation of acute kidney injury: a cross-sectional analysis
Tummalapalli, Sri Lekha, Zech, John R., Cho, Hyung J., Goetz, Celine
Published in BMJ open (13.08.2021)
Published in BMJ open (13.08.2021)
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Journal Article
Artificial Intelligence (AI) for Fracture Diagnosis: An Overview of Current Products and Considerations for Clinical Adoption, From the AJR Special Series on AI Applications
Zech, John R, Santomartino, Samantha M, Yi, Paul H
Published in American journal of roentgenology (1976) (01.12.2022)
Published in American journal of roentgenology (1976) (01.12.2022)
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Journal Article
Lower Extremity Growth according to AI Automated Femorotibial Length Measurement on Slot-Scanning Radiographs in Pediatric Patients
Zech, John R, Santos, Laura, Staffa, Steven, Zurakowski, David, Rosenwasser, Katherine A, Tsai, Andy, Jaramillo, Diego
Published in Radiology (01.04.2024)
Published in Radiology (01.04.2024)
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Journal Article
Detecting pediatric wrist fractures using deep-learning-based object detection
Zech, John R., Carotenuto, Giuseppe, Igbinoba, Zenas, Tran, Clement Vinh, Insley, Elena, Baccarella, Alyssa, Wong, Tony T.
Published in Pediatric radiology (01.05.2023)
Published in Pediatric radiology (01.05.2023)
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Journal Article
Utility of MRI for Patients 45 Years Old and Older With Hip or Knee Pain: A Systematic Review
Alaia, Erin F, Samim, Mohammad, Khodarahmi, Iman, Zech, John R, Spath, Alexandra R, Cardoso, Madalena Da Silva, Gyftopoulos, Soterios
Published in American journal of roentgenology (1976) (01.06.2024)
Published in American journal of roentgenology (1976) (01.06.2024)
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Journal Article
Clinical Applications, Challenges, and Recommendations for Artificial Intelligence in Musculoskeletal and Soft-Tissue Ultrasound: AJR Expert Panel Narrative Review
Yi, Paul H, Garner, Hillary W, Hirschmann, Anna, Jacobson, Jon A, Omoumi, Patrick, Oh, Kangrok, Zech, John R, Lee, Young Han
Published in American journal of roentgenology (1976) (01.03.2024)
Published in American journal of roentgenology (1976) (01.03.2024)
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Journal Article
Artificial intelligence to identify fractures on pediatric and young adult upper extremity radiographs
Zech, John R., Jaramillo, Diego, Altosaar, Jaan, Popkin, Charles A., Wong, Tony T.
Published in Pediatric radiology (01.11.2023)
Published in Pediatric radiology (01.11.2023)
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Journal Article
Artificial intelligence improves resident detection of pediatric and young adult upper extremity fractures
Zech, John R., Ezuma, Chimere O., Patel, Shreya, Edwards, Collin R., Posner, Russell, Hannon, Erin, Williams, Faith, Lala, Sonali V., Ahmad, Zohaib Y., Moy, Matthew P., Wong, Tony T.
Published in Skeletal radiology (01.12.2024)
Published in Skeletal radiology (01.12.2024)
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Journal Article
Identifying Factors Important to Patients for Resuming Elective Imaging During the COVID-19 Pandemic
Carotenuto, Giuseppe, Brewer-Hofmann, Amissa, Zech, John R., Sajjad, Sana, Bekheet, Zane N., Jaramillo, Diego, Wong, Tony T.
Published in Journal of the American College of Radiology (01.04.2021)
Published in Journal of the American College of Radiology (01.04.2021)
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Journal Article
Combination of Active Transfer Learning and Natural Language Processing to Improve Liver Volumetry Using Surrogate Metrics with Deep Learning
Marinelli, Brett, Kang, Martin, Martini, Michael, Zech, John R, Titano, Joseph, Cho, Samuel, Costa, Anthony B, Oermann, Eric K
Published in Radiology. Artificial intelligence (01.01.2019)
Published in Radiology. Artificial intelligence (01.01.2019)
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Journal Article
Confounding variables can degrade generalization performance of radiological deep learning models
Zech, John R, Badgeley, Marcus A, Liu, Manway, Costa, Anthony B, Titano, Joseph J, Oermann, Eric K
Published in arXiv.org (13.07.2018)
Published in arXiv.org (13.07.2018)
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