Marc Kohli, MD
Professor
Radiology
School of Medicine

Marc Co-Leads Imaging IT at UCSF focusing on operations and application support for a variety of clinical services at UCSF. Marc has an extensive record of service to informatics former Chair of the Board of Directors for the Society of Imaging Informatics in Medicine (SIIM). Marc also participates on the Radiology Informatics Committee (RIC) for RSNA as the co-chair of a joint RSNA/ACR Committee on Common Data Elements (CDE) (http://radelement.org).

Marc has given more than 100 invited lectures on informatics at national conferences, as well as numerous international lectures. One of his youtube videos on radiology informatics (https://www.youtube.com/watch?v=czApoO5N9K8) has been viewed over 24,000 times since 2014, and is used for imaging informatics education around the globe.

Expertise: Abdominal Imaging

Specialty: Informatics and Global Outreach

Professional Interests: Radiology, Informatics, Abdominal Imaging, Ultrasound, Global outreach, Education

Education and Training:

• Medical School: Indiana University School of Medicine, Indianapolis
• Internship: Indiana University School of Medicine, Indianapolis
• Residency: Indiana University School of Medicine, Indianapolis
• Fellowship: Indiana University School of Medicine, Indianapolis – Abdominal Imaging and Informatics

• Impact of patient portal-based self-scheduling of diagnostic imaging studies on health disparities.
  Journal of the American Medical Informatics Association : JAMIA 2022 Ganeshan S, Pierce L, Mourad M, Judson TJ, Kohli MD, Odisho AY, Brown W
• Automated detection of IVC filters on radiographs with deep convolutional neural networks.
  Abdominal radiology (New York) 2022 Mongan J, Kohli MD, Houshyar R, Chang PD, Glavis-Bloom J, Taylor AG
• Common Data Elements and Modular Reporting.
  2022 Marc Kohli, Adam Flanders, Tarik Alkasab, Judy Gichoya, Ashley Prosper, Mansoor Fatehi
• Multi-institutional Experience with Patient Image Access Through Electronic Health Record Patient Portals.
  Journal of digital imaging 2022 Choi HH, Kotsenas AL, Chen JV, Bronsky C, Roth CJ, Kohli MD
• An Image Quality-informed Framework for CT Characterization.
  Radiology 2021 Smith-Bindman R, Yu S, Wang Y, Kohli MD, Chu P, Chung R, Luong J, Bos D, Stewart C, Bista B, Alejandrez Cisneros A, Delman B, Einstein AJ, Flynn M, Romano P, Seibert JA, Westphalen AC, Bindman A
• Imaging AI in Practice: A Demonstration of Future Workflow Using Integration Standards.
  Radiology. Artificial intelligence 2021 Wiggins WF, Magudia K, Schmidt TMS, O'Connor SD, Carr CD, Kohli MD, Andriole KP
• Implementation and design of artificial intelligence in abdominal imaging.
  Abdominal radiology (New York) 2020 Choi HH, Chang SD, Kohli MD
• Evaluating Artificial Intelligence Systems to Guide Purchasing Decisions.
  Journal of the American College of Radiology : JACR 2020 Filice RW, Mongan J, Kohli MD
• Between Always and Never: Evaluating Uncertainty in Radiology Reports Using Natural Language Processing.
  Journal of digital imaging 2020 Callen AL, Dupont SM, Price A, Laguna B, McCoy D, Do B, Talbott J, Kohli M, Narvid J
• Quality Comparison of 3 Tesla multiparametric MRI of the prostate using a flexible surface receiver coil versus conventional surface coil plus endorectal coil setup.
  Abdominal radiology (New York) 2020 Ullrich T, Kohli MD, Ohliger MA, Magudia K, Arora SS, Barrett T, Bittencourt LK, Margolis DJ, Schimmöller L, Turkbey B, Westphalen AC
• Effect of shelter-in-place on emergency department radiology volumes during the COVID-19 pandemic.
  Emergency radiology 2020 Houshyar R, Tran-Harding K, Glavis-Bloom J, Nguyentat M, Mongan J, Chahine C, Loehfelm TW, Kohli MD, Zaragoza EJ, Murphy PM, Kampalath R
• Collaborative Opportunities for Radiology Quality Improvement Projects.
  Academic radiology 2020 Raghavan K, Hicks RM, Kohli MD, Kolli KP, Itri JN, Seidenwurm DJ, Ordovas KG
• Artificial Intelligence and Human Life: Five Lessons for Radiology from the 737 MAX Disasters.
  Radiology. Artificial intelligence 2020 Mongan J, Kohli M
• Ethics of Artificial Intelligence in Radiology: Summary of the Joint European and North American Multisociety Statement.
  Radiology 2019 Geis JR, Brady AP, Wu CC, Spencer J, Ranschaert E, Jaremko JL, Langer SG, Borondy Kitts A, Birch J, Shields WF, van den Hoven van Genderen R, Kotter E, Wawira Gichoya J, Cook TS, Morgan MB, Tang A, …
• Ethics of Artificial Intelligence in Radiology: Summary of the Joint European and North American Multisociety Statement.
  Canadian Association of Radiologists journal = Journal l'Association canadienne des radiologistes 2019 Geis JR, Brady AP, Wu CC, Spencer J, Ranschaert E, Jaremko JL, Langer SG, Kitts AB, Birch J, Shields WF, van den Hoven van Genderen R, Kotter E, Gichoya JW, Cook TS, Morgan MB, Tang A, Safdar NM, …
• Ethics of Artificial Intelligence in Radiology: Summary of the Joint European and North American Multisociety Statement.
  Journal of the American College of Radiology : JACR 2019 Geis JR, Brady AP, Wu CC, Spencer J, Ranschaert E, Jaremko JL, Langer SG, Kitts AB, Birch J, Shields WF, van den Hoven van Genderen R, Kotter E, Gichoya JW, Cook TS, Morgan MB, Tang A, Safdar NM, …
• Ethics of artificial intelligence in radiology: summary of the joint European and North American multisociety statement.
  Insights into imaging 2019 Geis JR, Brady A, Wu CC, Spencer J, Ranschaert E, Jaremko JL, Langer SG, Kitts AB, Birch J, Shields WF, van den Hoven van Genderen R, Kotter E, Gichoya JW, Cook TS, Morgan MB, Tang A, Safdar NM, Kohli…
• Describing Disease-specific Reporting Guidelines: A Brief Guide for Radiologists.
  Radiographics : a review publication of the Radiological Society of North America, Inc 2019 Juluru K, Heilbrun ME, Kohli MD
• Bending the Artificial Intelligence Curve for Radiology: Informatics Tools From ACR and RSNA.
  Journal of the American College of Radiology : JACR 2019 Kohli M, Alkasab T, Wang K, Heilbrun ME, Flanders AE, Dreyer K, Kahn CE
• Assessment of an ensemble of machine learning models toward abnormality detection in chest radiographs.
  Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference 2019 Rajaraman S, Sornapudi S, Kohli M, Antani S
• Single institutional experience with initial ultrasound followed by computed tomography or magnetic resonance imaging for acute appendicitis in adults.
  Abdominal radiology (New York) 2019 Jha P, Espinoza N, Webb E, Kohli M, Poder L, Morgan T
• LI-RADS: a conceptual and historical review from its beginning to its recent integration into AASLD clinical practice guidance.
  Journal of hepatocellular carcinoma 2019 Elsayes KM, Kielar AZ, Chernyak V, Morshid A, Furlan A, Masch WR, Marks RM, Kamaya A, Do RKG, Kono Y, Fowler KJ, Tang A, Bashir MR, Hecht EM, Jambhekar K, Lyshchik A, Rodgers SK, Heiken JP, Kohli M, …
• Augmenting the National Institutes of Health Chest Radiograph Dataset with Expert Annotations of Possible Pneumonia.
  Radiology. Artificial intelligence 2019 Shih G, Wu CC, Halabi SS, Kohli MD, Prevedello LM, Cook TS, Sharma A, Amorosa JK, Arteaga V, Galperin-Aizenberg M, Gill RR, Godoy MCB, Hobbs S, Jeudy J, Laroia A, Shah PN, Vummidi D, Yaddanapudi K, …
• Challenges Related to Artificial Intelligence Research in Medical Imaging and the Importance of Image Analysis Competitions.
  Radiology. Artificial intelligence 2019 Prevedello LM, Halabi SS, Shih G, Wu CC, Kohli MD, Chokshi FH, Erickson BJ, Kalpathy-Cramer J, Andriole KP, Flanders AE
• How far have we come? Artificial intelligence for chest radiograph interpretation.
  Clinical radiology 2019 Kallianos K, Mongan J, Antani S, Henry T, Taylor A, Abuya J, Kohli M
• The RSNA Pediatric Bone Age Machine Learning Challenge.
  Radiology 2018 Halabi SS, Prevedello LM, Kalpathy-Cramer J, Mamonov AB, Bilbily A, Cicero M, Pan I, Pereira LA, Sousa RT, Abdala N, Kitamura FC, Thodberg HH, Chen L, Shih G, Andriole K, Kohli MD, Erickson BJ, …
• Machine Learning in Neurooncology Imaging: From Study Request to Diagnosis and Treatment.
  AJR. American journal of roentgenology 2018 Villanueva-Meyer JE, Chang P, Lupo JM, Hess CP, Flanders AE, Kohli M
• Implementing a mobile diagnostic unit to increase access to imaging and laboratory services in western Kenya.
  BMJ global health 2018 Dhoot R, Humphrey JM, O'Meara P, Gardner A, McDonald CJ, Ogot K, Antani S, Abuya J, Kohli M
• Social Media Tools for Department and Practice Communication and Branding in the Digital Age.
  Radiographics : a review publication of the Radiological Society of North America, Inc 2018 Kohli MD, Daye D, Towbin AJ, Kotsenas AL, Heilbrun ME
• Ethics, Artificial Intelligence, and Radiology.
  Journal of the American College of Radiology : JACR 2018 Kohli M, Geis R
• Three cachexia phenotypes and the impact of fat-only loss on survival in FOLFIRINOX therapy for pancreatic cancer.
  Journal of cachexia, sarcopenia and muscle 2018 Kays JK, Shahda S, Stanley M, Bell TM, O'Neill BH, Kohli MD, Couch ME, Koniaris LG, Zimmers TA
• A novel stacked generalization of models for improved TB detection in chest radiographs.
  Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference 2018 Rajaraman S, Candemir S, Xue Z, Alderson PO, Kohli M, Abuya J, Thoma GR, Antani S
• A Platform for Innovation and Standards Evaluation: a Case Study from the OpenMRS Open-Source Radiology Information System.
  Journal of digital imaging 2018 Gichoya JW, Kohli M, Ivange L, Schmidt TS, Purkayastha S
• Learning HL7 FHIR Using the HAPI FHIR Server and Its Use in Medical Imaging with the SIIM Dataset.
  Journal of digital imaging 2018 Hussain MA, Langer SG, Kohli M
• A prospective genome-wide study of prostate cancer metastases reveals association of wnt pathway activation and increased cell cycle proliferation with primary resistance to abiraterone acetate-prednisone.
  Annals of oncology : official journal of the European Society for Medical Oncology 2018 Wang L, Dehm SM, Hillman DW, Sicotte H, Tan W, Gormley M, Bhargava V, Jimenez R, Xie F, Yin P, Qin S, Quevedo F, Costello BA, Pitot HC, Ho T, Bryce AH, Ye Z, Li Y, Eiken P, Vedell PT, Barman P, …
• Creation and Curation of the Society of Imaging Informatics in Medicine Hackathon Dataset.
  Journal of digital imaging 2018 Kohli M, Morrison JJ, Wawira J, Morgan MB, Hostetter J, Genereaux B, Hussain M, Langer SG
• Association between misty mesentery with baseline or new diagnosis of cancer: a matched cohort study.
  Clinical imaging 2017 Marcus SG, Candia S, Kohli MD, Mongan J, Zagoria RJ, Behr SC, Sun D, Westphalen AC
• Proving Value in Radiology: Experience Developing and Implementing a Shareable Open Source Registry Platform Driven by Radiology Workflow.
  Journal of digital imaging 2017 Gichoya JW, Kohli MD, Haste P, Abigail EM, Johnson MS
• Medical Image Data and Datasets in the Era of Machine Learning-Whitepaper from the 2016 C-MIMI Meeting Dataset Session.
  Journal of digital imaging 2017 Kohli MD, Summers RM, Geis JR
• Implementing Machine Learning in Radiology Practice and Research.
  AJR. American journal of roentgenology 2017 Kohli M, Prevedello LM, Filice RW, Geis JR
• Toward Data-Driven Radiology Education-Early Experience Building Multi-Institutional Academic Trainee Interpretation Log Database (MATILDA).
  Journal of digital imaging 2016 Chen PH, Loehfelm TW, Kamer AP, Lemmon AB, Cook TS, Kohli MD
• A Practice Quality Improvement Project: Reducing Dose of Routine Chest CT Imaging in a Busy Clinical Practice.
  Journal of digital imaging 2016 Takahashi EA, Kohli MD, Teague SD
• Radiology Quality Measure Compliance Reporting: an Automated Approach.
  Journal of digital imaging 2016 Kohli M, Schonlau D
• Streamlining emergent hand and wrist radiography with a modified four-view protocol.
  Emergency radiology 2016 Chou HY, Steenburg SD, Dunkle JW, Gussick SD, Petersen MJ, Kohli MD, Shen C, Lin H
• Image-guided intervention in the coagulopathic patient.
  Abdominal radiology (New York) 2016 Kohli M, Mayo-Smith W, Zagoria R, Sandrasegaran K
• Risk factors for bleeding after liver biopsy.
  Abdominal radiology (New York) 2016 Sandrasegaran K, Thayalan N, Thavanesan R, Kohli M, Berry W, Shah A, Kwo P
• Abstract No. 621 Creating an interventional oncology translational database: early experience at Indiana University.
  Journal of Vascular and Interventional Radiology 2016 J. Gichoya, P. Haste, A. Mills, M. Kohli, M. Johnson
• Preparing a collection of radiology examinations for distribution and retrieval.
  Journal of the American Medical Informatics Association : JAMIA 2015 Demner-Fushman D, Kohli MD, Rosenman MB, Shooshan SE, Rodriguez L, Antani S, Thoma GR, McDonald CJ
• Rethinking radiology informatics.
  AJR. American journal of roentgenology 2015 Kohli M, Dreyer KJ, Geis JR
• The imaging 3.0 informatics scorecard.
  Journal of the American College of Radiology : JACR 2015 Kohli M, Dreyer KJ, Geis JR
• Advanced practice quality improvement project: how to influence physician radiologic imaging ordering behavior.
  Journal of the American College of Radiology : JACR 2014 Durand DJ, Kohli MD
• Technology standards in imaging: a practical overview.
  Journal of the American College of Radiology : JACR 2014 Wang KC, Kohli M, Carrino JA
• Educational Strategies and Volunteering in Global Health Radiology.
  2014 Matthew P. Lungren, Bianca T. Nguyen, Marc D. Kohli, Ali M. Tahvildari
• Building blocks for a clinical imaging informatics environment.
  Journal of digital imaging 2014 Kohli MD, Warnock M, Daly M, Toland C, Meenan C, Nagy PG
• Response criteria in oncologic imaging: review of traditional and new criteria.
  Radiographics : a review publication of the Radiological Society of North America, Inc 2013 Tirkes T, Hollar MA, Tann M, Kohli MD, Akisik F, Sandrasegaran K
• What is a wiki, and how can it be used in resident education?
  Journal of digital imaging 2011 Kohli MD, Bradshaw JK
• Functional imaging of the pelvic floor.
  Radiology 2011 Maglinte DD, Bartram CI, Hale DA, Park J, Kohli MD, Robb BW, Romano S, Lappas JC
• Air (CO2) double-contrast barium enteroclysis.
  Radiology 2009 Maglinte DD, Kohli MD, Romano S, Lappas JC
• CT enteroclysis in small bowel Crohn's disease.
  Clinical Imaging 2009 M.D. Kohli, D.D.T. Maglinte
• CT enteroclysis in incomplete small bowel obstruction.
  Abdominal imaging 2009 Kohli MD, Maglinte DD
• CT enteroclysis in small bowel Crohn's disease.
  European journal of radiology 2009 Kohli MD, Maglinte DD
• Developing a radiology information system and picture archiving and communications system (RIS/PACS) for a Kenyan hospital.
  AMIA ... Annual Symposium proceedings. AMIA Symposium 2006 Kohli M, Hawes D, Mamlin B, Biondich P, Johnson M
• Outcome of polyester cuff retention following traction removal of tunneled central venous catheters.
  Radiology 2001 Kohli MD, Trerotola SO, Namyslowski J, Stecker MS, McLennan G, Patel NH, Johnson MS, Shah H, Seshadri R