Muhammad F. Walji

According to our database, Muhammad F. Walji authored at least 42 papers between 2002 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Designing audit and feedback dashboards for dentists to monitor their opioid prescribing.

Sayali Tungare, Swaroop Gantela, Krishna Kookal Kumar, Alfa-Ibrahim Yansane, Emily Sedlock, Arthur Jeske, Todd R. Johnson, Muhammad F. Walji

Int. J. Medical Informatics, August, 2023

Use GPT-J Prompt Generation with RoBERTa for NER Models on Diagnosis Extraction of Periodontal Diagnosis from Electronic Dental Records.

Yao-Shun Chuang, Xiaoqian Jiang, Chun-Teh Lee, Ryan Brandon, Duong Tran, Oluwabunmi Tokede, Muhammad F. Walji

CoRR, 2023

Dental CLAIRES: Contrastive LAnguage Image REtrieval Search for Dental Research.

Tanjida Kabir, Luyao Chen, Muhammad F. Walji, Luca Giancardo, Xiaoqian Jiang, Shayan Shams

CoRR, 2023

Extracting Periodontitis Diagnosis in Clinical Notes with RoBERTa and Regular Expression.

Yao-Shun Chuang, Chun-Teh Lee, Ryan Brandon, Trung Duong Tran, Oluwabunmi Tokede, Muhammad F. Walji, Xiaoqian Jiang

Proceedings of the 11th IEEE International Conference on Healthcare Informatics, 2023

2022

BigMouth: development and maintenance of a successful dental data repository.

Muhammad F. Walji, Heiko Spallek, Krishna Kookal Kumar, Jane Barrow, Britta Magnuson, Tamanna Tiwari, Udochukwu Oyoyo, Michael Brandt, Brian J. Howe, Gary C. Anderson, Joel M. White, Elsbeth Kalenderian

J. Am. Medical Informatics Assoc., 2022

Caries Risk Documentation And Prevention: eMeasures For Dental Electronic Health Records.

Suhasini Bangar, Ana Neumann, Joel M. White, Alfa-Ibrahim Yansane, Todd R. Johnson, Gregory W. Olson, Shwetha V. Kumar, Krishna Kookal Kumar, Aram Kim, Enihomo Obadan-Udoh, Elizabeth Mertz, Kristen Simmons, Joanna Mullins, Ryan Brandon, Muhammad F. Walji, Elsbeth Kalenderian

Appl. Clin. Inform., 2022

2021

Use of the Deep Learning Approach to Measure Alveolar Bone Level.

Chun-Teh Lee, Tanjida Kabir, Jiman Nelson, Sally Sheng, Hsiu-Wan Meng, Thomas E. Van Dyke, Muhammad F. Walji, Xiaoqian Jiang, Shayan Shams

CoRR, 2021

An End-to-end Entangled Segmentation and Classification Convolutional Neural Network for Periodontitis Stage Grading from Periapical Radiographic Images.

Tanjida Kabir, Chun-Teh Lee, Jiman Nelson, Sally Sheng, Hsiu-Wan Meng, Luyao Chen, Muhammad F. Walji, Xioaqian Jiang, Shayan Shams

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021

2019

Improving Oral-Systemic Healthcare through the Interoperability of Electronic Medical and Dental Records: An Exploratory Study.

Lisa Simon, Enihomo Obadan-Udoh, Alfa-Ibrahim Yansane, Arti Gharpure, Steven Licht, Jean Calvo, James Deschner, Anna Damanaki, Berit Hackenberg, Muhammad F. Walji, Heiko Spallek, Elsbeth Kalenderian

Appl. Clin. Inform., 2019

2018

Feasibility of Electronic Health Record-Based Triggers in Detecting Dental Adverse Events.

Elsbeth Kalenderian, Enihomo Obadan-Udoh, Alfa-Ibrahim Yansane, Karla Kent, Nutan Hebballi, Veronique Delattre, Krishna Kookal Kumar, Oluwabunmi Tokede, Joel M. White, Muhammad F. Walji

Appl. Clin. Inform., 2018

Implementing a Dental Quality Measure in BigMouth - a Multi-Institutional Dental Data Repository.

Krishna Kookal Kumar, Suhasini Bangar, Reuben J. Applegate, Elsbeth Kalenderian, Muhammad F. Walji

Proceedings of the AMIA 2018, 2018

2015

BigMouth: Development of a Scalable Infrastructure to Support Multi Institutional Data Sharing for Dentistry.

Krishna Kookal Kumar, Duong Tran, Reuben J. Applegate, Heiko Spallek, Elsbeth Kalenderian, Joel M. White, Elmer V. Bernstam, Muhammad F. Walji

Proceedings of the AMIA 2015, 2015

2014

BigMouth: a multi-institutional dental data repository.

Muhammad F. Walji, Elsbeth Kalenderian, Paul C. Stark, Joel M. White, Krishna Kookal Kumar, Dat Phan, Duong Tran, Elmer V. Bernstam, Rachel B. Ramoni

J. Am. Medical Informatics Assoc., 2014

Are three methods better than one? A comparative assessment of usability evaluation methods in an EHR.

Muhammad F. Walji, Elsbeth Kalenderian, Mark Piotrowski, Duong Tran, Krishna Kookal Kumar, Oluwabunmi Tokede, Joel M. White, Ram Vaderhobli, Rachel L. Ramoni, Paul C. Stark, Nicole S. Kimmes, Maxim Lagerweij, Vimla L. Patel

Int. J. Medical Informatics, 2014

Developing an Analytical Inspection Criteria for Health IT Personnel with Minimum Training in Cognitive Ergonomics: A Practical Solution to Improving EHR Usability.

Zhen Zhang, Amy Franklin, Muhammad F. Walji, Jiajie Zhang, Yang Gong

Proceedings of the AMIA 2014, 2014

2013

Detection and characterization of usability problems in structured data entry interfaces in dentistry.

Muhammad F. Walji, Elsbeth Kalenderian, Duong Tran, Krishna Kookal Kumar, Vickie Nguyen, Oluwabunmi Tokede, Joel M. White, Ram Vaderhobli, Rachel L. Ramoni, Paul C. Stark, Nicole S. Kimmes, Meta E. Schoonheim-Klein, Vimla L. Patel

Int. J. Medical Informatics, 2013

Gaps in functionality: Work-centered Design of Medication List in Ambulatory EHRs.

Zhen Zhang, Muhammad F. Walji, Amy Franklin, Jiajie Zhang

Proceedings of the AMIA 2013, 2013

BigMouth: A Multi-Institutional Dental Data Repository.

Muhammad F. Walji, Elsbeth Kalenderian, Paul C. Stark, Joel M. White, Rachel L. Ramoni

Proceedings of the AMIA 2013, 2013

EHR Certification and Safety Enhanced Design: The need for robust usability testing scenarios.

Amy Franklin, Krisanne Graves, Muhammad F. Walji, Jiajie Zhang

Proceedings of the AMIA 2013, 2013

Alert Overrides: The Impact of Chained Events.

J. Franck Diaz-Garelli, Muhammad F. Walji, Amy Franklin, Jiajie Zhang

Proceedings of the AMIA 2013, 2013

2012

TURFS: A Comprehensive Tool Suite for Usability Evaluation and Redesign.

Min Zhu, Deevakar Rogith, Muhammad F. Walji, Jiajie Zhang

Proceedings of the AMIA 2012, 2012

An Application of a Cognitive Transparency Metric in EHR User Interfaces.

Zhen Zhang, Muhammad F. Walji, Amy Franklin, Jiajie Zhang

Proceedings of the AMIA 2012, 2012

Rapid Usability Assessment of Commercial EHRs.

Muhammad F. Walji, Amy Franklin, Zhen Zhang, Krisanne Graves, Yuanyuan Li, Yingliu Gu, Debora Simmons, Jiajie Zhang

Proceedings of the AMIA 2012, 2012

TURFS: A tool to Semi-Automate Usability Assessments of EHRs.

Deevakar Rogith, Min Zhu, Muhammad F. Walji, Amy Franklin, Jiajie Zhang

Proceedings of the AMIA 2012, 2012

Exploring E-Prescribing Task Flow and Design in Commercial EHRs.

Yuanyuan Li, Muhammad F. Walji, Amy Franklin, Jiajie Zhang

Proceedings of the AMIA 2012, 2012

Usability Problems and Patient Safety Risks in EHR Design.

Amy Franklin, Debora Simmons, Krisanne Graves, Zhen Zhang, Craig Harrington, Muhammad F. Walji, Jiajie Zhang

Proceedings of the AMIA 2012, 2012

Broader Considerations of Medical and Dental Data Integration.

Stephen Foreman, Joseph Kilsdonk, Kelly Boggs, Wendy E. Mouradian, Suzanne Boulter, Paul Casamassimo, Valerie J. H. Powell, Beth Piraino, Wells Shoemaker, Jessica Kovarik, Evan(Jake) Waxman, Biju Cheriyan, Henry Hood, Allan G. Farman, Matthew Holder, Miguel Humberto Torres-Urquidy, Muhammad F. Walji, Amit Acharya, Andrea Mahnke, Po-Huang Chyou, Franklin M. Din, Steven J. Schrodi

Proceedings of the Integration of Medical and Dental Care and Patient Data., 2012

2011

TURF: Toward a unified framework of EHR usability.

Jiajie Zhang, Muhammad F. Walji

J. Biomed. Informatics, 2011

2010

Assessing performance of an Electronic Health Record (EHR) using Cognitive Task Analysis.

Himali Saitwal, Xuan Feng, Muhammad F. Walji, Vimla L. Patel, Jiajie Zhang

Int. J. Medical Informatics, 2010

2009

Functional Analysis of Interfaces in U.S. Military Electronic Health Record System using UFuRT Framework.

Zhen Zhang, Muhammad F. Walji, Vimla L. Patel, Ronald W. Gimbel, Jiajie Zhang

Proceedings of the AMIA 2009, 2009

2008

Human-Centered Design of Persuasive Appointment Reminders.

Muhammad F. Walji, Jiajie Zhang

Proceedings of the 41st Hawaii International International Conference on Systems Science (HICSS-41 2008), 2008

2007

Currency of Online Breast Cancer Information.

Funda Meric-Bernstam, Muhammad F. Walji, Smitha Sagaram, Deepak Sagaram, Elmer V. Bernstam

Proceedings of the MEDINFO 2007 - Proceedings of the 12th World Congress on Health (Medical) Informatics, 2007

2005

Human-centered design of a distributed knowledge management system.

Susan Rinkus, Muhammad F. Walji, Kathy A. Johnson-Throop, Jane T. Malin, James P. Turley, Jack W. Smith, Jiajie Zhang

J. Biomed. Informatics, 2005

Searching for cancer-related information online: Unintended retrieval of complementary and alternative medicine information.

Muhammad F. Walji, Smitha Sagaram, Funda Meric-Bernstam, Craig W. Johnson, Elmer V. Bernstam

Int. J. Medical Informatics, 2005

Instruments to assess the quality of health information on the World Wide Web: what can our patients actually use?

Elmer V. Bernstam, Dawn M. Shelton, Muhammad F. Walji, Funda Meric-Bernstam

Int. J. Medical Informatics, 2005

Usability of quality measures for online health information: Can commonly used technical quality criteria be reliably assessed?

Elmer V. Bernstam, Smitha Sagaram, Muhammad F. Walji, Craig W. Johnson, Funda Meric-Bernstam

Int. J. Medical Informatics, 2005

Persuasive Email Messages for Patient Communication.

Muhammad F. Walji, Kathy A. Johnson-Throop, Todd R. Johnson, Elmer V. Bernstam, Jiajie Zhang

Proceedings of the AMIA 2005, 2005

2004

Cancer-related Complementary and Alternative Medicine Online: Factors Affecting Information Retrieval.

Muhammad F. Walji, Smitha Sagaram, Funda Meric-Bernstam, Craig W. Johnson, Elmer V. Bernstam

Proceedings of the MEDINFO 2004, 2004

Inter-Observer Agreement for Quality Measures Applied to Online Health Information.

Smitha Sagaram, Muhammad F. Walji, Funda Meric-Bernstam, Craig W. Johnson, Elmer V. Bernstam

Proceedings of the MEDINFO 2004, 2004

2003

Decision support systems to identify different species of malarial parasites.

Prabhu Shankar, Muhammad F. Walji, Asma Ali, Kathy A. Johnson-Throop

Proceedings of the AMIA 2003, 2003

2002

Evaluating the prevalence, content and readability of complementary and alternative medicine (CAM) web pages on the internet.

Smitha Sagaram, Muhammad F. Walji, Elmer V. Bernstam

Proceedings of the AMIA 2002, 2002

Reducing Errors and Improving Performance by Applying Usability Engineering Principles to a Web-based Prototype of an Integrative Medicine Reference Tool.

Jamie A. Rukab, Muhammad F. Walji

Proceedings of the AMIA 2002, 2002