Marc Kohli, MD

Associate Professor and Director of Clinical Informatics
Radiology

Marc Kohli, MD, is the Director of Clinical Informatics, and an Associate Professor of Clinical Radiology in the Abdominal Imaging section in Department of Radiology and Biomedical Imaging at the University of California, San Francisco. He received his medical degree from Indiana University School of Medicine in 2003. In 2004, he completed a one-year Transitional Residency at Indiana University School of Medicine, followed by a four-year Diagnostic Radiology residency. In 2008, Dr. Kohli completed a one-year Abdominal Imaging and Informatics fellowship at Indiana University School of Medicine, Department of Radiology and Regenstrief Institute. Prior to coming to UCSF, Kohli was an Assistant Professor at the Indiana University School of Medicine, where he was also Director of Quality and Safety, as well as the Director of Informatics.

Dr. Kohli provides service to four societies: the Radiologic Society of North America (RSNA), the Society of Imaging Informatics in Medicine (SIIM), the Society of Abdominal Radiology, and the American College of Radiology (ACR). At the RSNA, Dr. Kohli is the chair of the Education Exhibits for Informatics, as well as one of the Informatics Refresher Course Co-Chairs. Dr. Kohli is on the Board of Directors for SIIM, and is a member of the hackathon, eCommunity, and program committees. He chairs the Informatics Committee for the Society of Abdominal Radiology and he is the chief of the Technology and Apps work group for LI-RADS.

Dr. Kohli leads radiology involvement in the AMPATH consortium (http://www.ampathkenya.org/) a partnership between several North American Medical Schools and Moi University in Eldoret Kenya. Dr. Kohli works to create a thriving bi-directional exchange of radiology faculty and residents between North America and Kenya. Dr. Kohli has also been active in applying novel informatics solutions in developing countries, including development of a self-contained mobile x-ray truck with support from the National Library of Medicine.

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

Publications: 

Implementation and design of artificial intelligence in abdominal imaging.

Abdominal radiology (New York)

Choi HH, Chang SD, Kohli MD

Evaluating Artificial Intelligence Systems to Guide Purchasing Decisions.

Journal of the American College of Radiology : JACR

Filice RW, Mongan J, Kohli MD

Between Always and Never: Evaluating Uncertainty in Radiology Reports Using Natural Language Processing.

Journal of digital imaging

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)

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

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

Raghavan K, Hicks RM, Kohli MD, Kolli KP, Itri JN, Seidenwurm DJ, Ordovas KG

Ethics of Artificial Intelligence in Radiology: Summary of the Joint European and North American Multisociety Statement.

Radiology

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, Safdar NM, Kohli M

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

Geis JR, Brady AP, Wu CC, Spencer J, Ranshaert 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 M

Ethics of Artificial Intelligence in Radiology: Summary of the Joint European and North American Multisociety Statement.

Journal of the American College of Radiology : JACR

Geis JR, Brady AP, Wu CC, Spencer J, Ranshaert 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 M

Ethics of artificial intelligence in radiology: summary of the joint European and North American multisociety statement.

Insights into imaging

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 M

Describing Disease-specific Reporting Guidelines: A Brief Guide for Radiologists.

Radiographics : a review publication of the Radiological Society of North America, Inc

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

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.

Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual Conference

Rajaraman S, Sornapudi S, Kohli M, Antani S

LI-RADS: a conceptual and historical review from its beginning to its recent integration into AASLD clinical practice guidance.

Journal of hepatocellular carcinoma

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, Fetzer DT, Wilson SR, Kassam Z, Mendiratta-Lala M, Singal AG, Lim CS, Cruite I, Lee J, Ash R, Mitchell DG, McInnes MDF, Sirlin CB

How far have we come? Artificial intelligence for chest radiograph interpretation.

Clinical radiology

Kallianos K, Mongan J, Antani S, Henry T, Taylor A, Abuya J, Kohli M

Augmenting the National Institutes of Health Chest Radiograph Dataset with Expert Annotations of Possible Pneumonia.

Radiology Artificial Intelligence

George Shih, Carol C. Wu, Safwan S. Halabi, Marc D. Kohli, Luciano M. Prevedello, Tessa S. Cook, Arjun Sharma, Judith K. Amorosa, Veronica Arteaga, Maya Galperin-Aizenberg, Ritu R. Gill, Myrna C.B. Godoy, Stephen Hobbs, Jean Jeudy, Archana Laroia, Palmi N. Shah, Dharshan Vummidi, Kavitha Yaddanapudi, Anouk Stein

Challenges Related to Artificial Intelligence Research in Medical Imaging and the Importance of Image Analysis Competitions.

Radiology Artificial Intelligence

Luciano M. Prevedello, Safwan S. Halabi, George Shih, Carol C. Wu, Marc D. Kohli, Falgun H. Chokshi, Bradley J. Erickson, Jayashree Kalpathy-Cramer, Katherine P. Andriole, Adam E. Flanders

The RSNA Pediatric Bone Age Machine Learning Challenge.

Radiology

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, Flanders AE

Machine Learning in Neurooncology Imaging: From Study Request to Diagnosis and Treatment.

AJR. American journal of roentgenology

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

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

Kohli MD, Daye D, Towbin AJ, Kotsenas AL, Heilbrun ME

Ethics, Artificial Intelligence, and Radiology.

Journal of the American College of Radiology : JACR

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

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.

Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual Conference

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

Gichoya JW, Kohli M, Ivange L, Schmidt TS, Purkayastha S

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

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, McMenomy BP, Atwell TD, Carlson RE, Ellingson M, Eckloff BW, Qin R, Ou F, Hart SN, Huang H, Jen J, Wieben ED, Kalari KR, Weinshilboum RM, Wang L, Kohli M

Creation and Curation of the Society of Imaging Informatics in Medicine Hackathon Dataset.

Journal of digital imaging

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

Marcus SG, Candia S, Kohli MD, Mongan J, Zagoria RJ, Behr SC, Sun D, Westphalen AC

Implementing Machine Learning in Radiology Practice and Research.

AJR. American journal of roentgenology

Kohli M, Prevedello LM, Filice RW, Geis JR

Radiology Quality Measure Compliance Reporting: an Automated Approach.

Journal of digital imaging

Kohli M, Schonlau D

Streamlining emergent hand and wrist radiography with a modified four-view protocol.

Emergency radiology

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)

Kohli M, Mayo-Smith W, Zagoria R, Sandrasegaran K

Risk factors for bleeding after liver biopsy.

Abdominal radiology (New York)

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

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

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

Kohli M, Dreyer KJ, Geis JR

The imaging 3.0 informatics scorecard.

Journal of the American College of Radiology : JACR

Kohli M, Dreyer KJ, Geis JR

Technology standards in imaging: a practical overview.

Journal of the American College of Radiology : JACR

Wang KC, Kohli M, Carrino JA

Building blocks for a clinical imaging informatics environment.

Journal of digital imaging

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

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

Kohli MD, Bradshaw JK

Functional imaging of the pelvic floor.

Radiology

Maglinte DD, Bartram CI, Hale DA, Park J, Kohli MD, Robb BW, Romano S, Lappas JC

Air (CO2) double-contrast barium enteroclysis.

Radiology

Maglinte DD, Kohli MD, Romano S, Lappas JC

CT enteroclysis in small bowel Crohn's disease.

Clinical imaging

M.D. Kohli,D.D.T. Maglinte

CT enteroclysis in incomplete small bowel obstruction.

Abdominal imaging

Kohli MD, Maglinte DD

CT enteroclysis in small bowel Crohn's disease.

European journal of radiology

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

Kohli M, Hawes D, Mamlin B, Biondich P, Johnson M

Outcome of polyester cuff retention following traction removal of tunneled central venous catheters.

Radiology

Kohli MD, Trerotola SO, Namyslowski J, Stecker MS, McLennan G, Patel NH, Johnson MS, Shah H, Seshadri R