Muhammad Mamdani

Publication Activity (10 Years)

Years Active: 2012-2022
Publications (10 Years): 12

Top Topics

Diabetes Mellitus

Information Technology

Machine Learning

Computed Tomography

Top Venues

BMC Medical Informatics Decis. Mak.

Publications

Ben Li, Tiam Feridooni, Cesar Cuen-Ojeda, Teruko Kishibe, Charles de Mestral, Muhammad Mamdani, Mohammed Al-Omran
Machine learning in vascular surgery: a systematic review and critical appraisal. npj Digit. Medicine 5 (2022)
Chloé Pou-Prom, Joshua Murray, Sebnem Kuzulugil, Muhammad Mamdani, Amol Verma
From compute to care: Lessons learned from deploying an early warning system into clinical practice. Frontiers Digit. Health 4 (2022)
Hojjat Salehinejad, Jumpei Kitamura, Noah Ditkofsky, Amy Lin, Aditya Bharatha, Suradech Suthiphosuwan, Hui-Ming Lin, Jefferson R. Wilson, Muhammad Mamdani, Errol Colak
A Real-World Demonstration of Machine Learning Generalizability: Intracranial Hemorrhage Detection on Head CT. CoRR (2021)
Hojjat Salehinejad, Edward Ho, Hui-Ming Lin, Priscila Crivellaro, Oleksandra Samorodova, Monica Tafur Arciniegas, Zamir Merali, Suradech Suthiphosuwan, Aditya Bharatha, Kristen Yeom, Muhammad Mamdani, Jefferson Wilson, Errol Colak
Deep Sequential Learning For Cervical Spine Fracture Detection On Computed Tomography Imaging. ISBI (2021)
Elsa Riachi, Muhammad Mamdani, Michael Fralick, Frank Rudzicz
Challenges for Reinforcement Learning in Healthcare. CoRR (2021)
Bret Nestor, Liam G. McCoy, Amol Verma, Chloé Pou-Prom, Joshua Murray, Sebnem Kuzulugil, David Dai, Muhammad Mamdani, Anna Goldenberg, Marzyeh Ghassemi
Preparing a Clinical Support Model for Silent Mode in General Internal Medicine. MLHC (2020)
Hojjat Salehinejad, Edward Ho, Hui-Ming Lin, Priscila Crivellaro, Oleksandra Samorodova, Monica Tafur Arciniegas, Zamir Merali, Suradech Suthiphosuwan, Aditya Bharatha, Kristen Yeom, Muhammad Mamdani, Jefferson Wilson, Errol Colak
Deep Sequential Learning for Cervical Spine Fracture Detection on Computed Tomography Imaging. CoRR (2020)
Trevor Jamieson, Muhammad Mamdani, Edward E. Etchells
Linking Quality Improvement and Health Information Technology through the QI-HIT Figure 8. Appl. Clin. Inform. 10 (03) (2019)
Faiza Khan Khattak, Serena Jeblee, Noah H. Crampton, Muhammad Mamdani, Frank Rudzicz
AutoScribe: Extracting Clinically Pertinent Information from Patient-Clinician Dialogues. MedInfo (2019)
Serena Jeblee, Faiza Khan Khattak, Noah H. Crampton, Muhammad Mamdani, Frank Rudzicz
Extracting relevant information from physician-patient dialogues for automated clinical note taking. LOUHI@EMNLP (2019)
Laura Desveaux, Payal Agarwal, Jay Shaw, Jennifer M. Hensel, Geetha Mukerji, Nike Onabajo, Husayn Marani, Trevor Jamieson, Onil Bhattacharyya, Danielle Martin, Muhammad Mamdani, Lianne Jeffs, Walter P. Wodchis, Noah M. Ivers, R. Sacha Bhatia
A randomized wait-list control trial to evaluate the impact of a mobile application to improve self-management of individuals with type 2 diabetes: a study protocol. BMC Medical Informatics Decis. Mak. 16 (2016)
Syed Shariyar Murtaza, Ayse Bener, Jeremy Petch, Muhammad Mamdani
An empirical investigation of the evaluators' scoring of vendors' responses to an RFP of a large healthcare system. SEHS@ICSE (2016)
Catherine H. Yu, Janet A. Parsons, Muhammad Mamdani, Gerald Lebovic, Susan Hall, David Newton, Baiju R. Shah, Onil Bhattacharyya, Andreas Laupacis, Sharon E. Straus
A web-based intervention to support self-management of patients with type 2 diabetes mellitus: effect on self-efficacy, self-care and diabetes distress. BMC Medical Informatics Decis. Mak. 14 (2014)
Catherine H. Yu, Janet Parsons, Muhammad Mamdani, Gerald Lebovic, Baiju R. Shah, Onil Bhattacharyya, Andreas Laupacis, Sharon E. Straus
Designing and evaluating a web-based self-management site for patients with type 2 diabetes - systematic website development and study protocol. BMC Medical Informatics Decis. Mak. 12 (2012)