Justin Krogue, MD
MSP Physician
Orthopaedic Surgery
School of Medicine

I'm a generalist orthopaedic surgeon splitting time between clinical practice at UCSF and AI work at Google.

Education & Training

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• Residency Orthopedic Surgery UCSF 06/2020
• MD Medicine Washington University in St. Louis 05/2015

Publications (10)

Top publication keywords:
Patient Care BundlesUlnar NerveOrthopedic SurgeonsFractures, BoneLogistic ModelsCase-Control StudiesMachine LearningOsteoarthritis, HipFemoral Neck FracturesDecompression, SurgicalJoint DislocationsCubital Tunnel SyndromeSupervised Machine LearningArthroplasty, Replacement, HipReoperation

• Robust and data-efficient generalization of self-supervised machine learning for diagnostic imaging.
  Nature biomedical engineering 2023 Azizi S, Culp L, Freyberg J, Mustafa B, Baur S, Kornblith S, Chen T, Tomasev N, Mitrovic J, Strachan P, Mahdavi SS, Wulczyn E, Babenko B, Walker M, Loh A, Chen PC, Liu Y, Bavishi P, McKinney SM, …
• Predicting lymph node metastasis from primary tumor histology and clinicopathologic factors in colorectal cancer using deep learning.
  Communications medicine 2023 Krogue JD, Azizi S, Tan F, Flament-Auvigne I, Brown T, Plass M, Reihs R, Müller H, Zatloukal K, Richeson P, Corrado GS, Peng LH, Mermel CH, Liu Y, Chen PC, Gombar S, Montine T, Shen J, Steiner DF, …
• Deep Learning and Imaging for the Orthopaedic Surgeon: How Machines "Read" Radiographs.
  The Journal of bone and joint surgery. American volume 2022 Hill BG, Krogue JD, Jevsevar DS, Schilling PL
• Automatic Hip Fracture Identification and Functional Subclassification with Deep Learning.
  Radiology. Artificial intelligence 2020 Krogue JD, Cheng KV, Hwang KM, Toogood P, Meinberg EG, Geiger EJ, Zaid M, McGill KC, Patel R, Sohn JH, Wright A, Darger BF, Padrez KA, Ozhinsky E, Majumdar S, Pedoia V
• Adversarial Policy Gradient for Deep Learning Image Augmentation.
  2019 Kaiyang Cheng, Claudia Iriondo, Francesco Calivá, Justin Krogue, Sharmila Majumdar, Valentina Pedoia

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• Hip Fractures and the Bundle: A Cost Analysis of Patients Undergoing Hip Arthroplasty for Femoral Neck Fracture vs Degenerative Joint Disease.
  The Journal of arthroplasty 2018 Grace TR, Patterson JT, Tangtiphaiboontana J, Krogue JD, Vail TP, Ward DT
• Erratum to “Predictors of surgical revision after in situ decompression of the ulnar nerve” [J Shoulder Elbow Surg 2015;24(4):634-639].
  Journal of Shoulder and Elbow Surgery 2015 Justin D. Krogue, Alexander W. Aleem, Daniel A. Osei, Charles A. Goldfarb, Ryan P. Calfee
• Predictors of surgical revision after in situ decompression of the ulnar nerve.
  Journal of shoulder and elbow surgery 2015 Krogue JD, Aleem AW, Osei DA, Goldfarb CA, Calfee RP
• Outcomes of Revision Surgical Treatment of the Ulnar Nerve for Cubital Tunnel Syndrome Level 3 Evidence.
  The Journal Of Hand Surgery 2014 Alexander Aleem, Justin Krogue, Ryan Patrick Calfee
• Outcomes of revision surgery for cubital tunnel syndrome.
  The Journal of hand surgery 2014 Aleem AW, Krogue JD, Calfee RP