Muhammad Mamdani

17 papers Journal 12Unranked 5
YearRankTypeTitle / Venue / Authors
2025 J jnl
Approaches to identify scenarios for data science implementations within healthcare settings: recommendations based on experiences at multiple academic institutions.
Frontiers Digit. Health
Lillian Sung, Michael Brudno, Michael C. W. Caesar, Amol A. Verma, Brad Buchsbaum, Ravi Retnakaran, Vasily Giannakeas, Azadeh Kushki, Gary D. Bader, Helen Lasthiotakis, Muhammad Mamdani, Lisa Strug
2025 J jnl
Predicting 1-year successful clinical use of an arteriovenous access for hemodialysis using machine learning.
npj Digit. Medicine
Ben Li, Naomi Eisenberg, Derek Beaton, Douglas S. Lee, Leen Al-Omran, Duminda N. Wijeysundera, Mohamad A. Hussain, Ori D. Rotstein, Elisa Greco, Charles de Mestral, Muhammad Mamdani, Graham Roche-Nagle, Mohammed Al-Omran
2025 J jnl
Predicting outcomes following endovascular aortoiliac revascularization using machine learning.
npj Digit. Medicine
Ben Li, Badr Aljabri, Derek Beaton, Leen Al-Omran, Mohamad A. Hussain, Douglas S. Lee, Duminda N. Wijeysundera, Ori D. Rotstein, Charles de Mestral, Muhammad Mamdani, Mohammed Al-Omran
2022 J jnl
From compute to care: Lessons learned from deploying an early warning system into clinical practice.
Frontiers Digit. Health
Chloé Pou-Prom, Joshua Murray, Sebnem Kuzulugil, Muhammad Mamdani, Amol A. Verma
2022 J jnl
Machine learning in vascular surgery: a systematic review and critical appraisal.
npj Digit. Medicine
Ben Li, Tiam Feridooni, Cesar Cuen-Ojeda, Teruko Kishibe, Charles de Mestral, Muhammad Mamdani, Mohammed Al-Omran
2021 J jnl
A Real-World Demonstration of Machine Learning Generalizability: Intracranial Hemorrhage Detection on Head CT.
CoRR
Hojjat Salehinejad, Jumpei Kitamura, Noah Ditkofsky, Amy Lin, Aditya Bharatha, Suradech Suthiphosuwan, Hui-Ming Lin, Jefferson R. Wilson, Muhammad Mamdani, Errol Colak
2021 J jnl
Challenges for Reinforcement Learning in Healthcare.
CoRR
Elsa Riachi, Muhammad Mamdani, Michael Fralick, Frank Rudzicz
2021 — conf
Deep Sequential Learning For Cervical Spine Fracture Detection On Computed Tomography Imaging.
ISBI
Hojjat Salehinejad, Edward Ho, Hui-Ming Lin, Priscila Crivellaro, Oleksandra Samorodova, Monica Tafur Arciniegas, Zamir Merali, Suradech Suthiphosuwan, Aditya Bharatha, Kristen W. Yeom, Muhammad Mamdani, Jefferson Wilson, Errol Colak
2020 J jnl
Deep Sequential Learning for Cervical Spine Fracture Detection on Computed Tomography Imaging.
CoRR
Hojjat Salehinejad, Edward Ho, Hui-Ming Lin, Priscila Crivellaro, Oleksandra Samorodova, Monica Tafur Arciniegas, Zamir Merali, Suradech Suthiphosuwan, Aditya Bharatha, Kristen W. Yeom, Muhammad Mamdani, Jefferson Wilson, Errol Colak
2020 — conf
Preparing a Clinical Support Model for Silent Mode in General Internal Medicine.
MLHC
Bret Nestor, Liam G. McCoy, Amol Verma, Chloé Pou-Prom, Joshua Murray, Sebnem Kuzulugil, David Dai, Muhammad Mamdani, Anna Goldenberg, Marzyeh Ghassemi
2019 — conf
AutoScribe: Extracting Clinically Pertinent Information from Patient-Clinician Dialogues.
MedInfo
Faiza Khan Khattak, Serena Jeblee, Noah H. Crampton, Muhammad Mamdani, Frank Rudzicz
2019 — conf
Extracting relevant information from physician-patient dialogues for automated clinical note taking.
LOUHI@EMNLP
Serena Jeblee, Faiza Khan Khattak, Noah H. Crampton, Muhammad Mamdani, Frank Rudzicz
2019 J jnl
Linking Quality Improvement and Health Information Technology through the QI-HIT Figure 8.
Appl. Clin. Inform.
Trevor Jamieson, Muhammad Mamdani, Edward E. Etchells
2016 J jnl
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.
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
2016 — conf
An empirical investigation of the evaluators' scoring of vendors' responses to an RFP of a large healthcare system.
SEHS@ICSE
Syed Shariyar Murtaza, Ayse Bener, Jeremy Petch, Muhammad Mamdani
2014 J jnl
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.
Catherine H. Yu, Janet A. Parsons, Muhammad Mamdani, Gerald Lebovic, Susan Hall, David Newton, Baiju R. Shah, Onil Bhattacharyya, Andreas Laupacis, Sharon E. Straus
2012 J jnl
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.
Catherine H. Yu, Janet Parsons, Muhammad Mamdani, Gerald Lebovic, Baiju R. Shah, Onil Bhattacharyya, Andreas Laupacis, Sharon E. Straus