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 (AMIA, 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 (AMIA, 2002)

Decision support systems to identify different species of malarial parasites. - Prabhu Shankar; Muhammad F. Walji; Asma Ali; Kathy A. Johnson-Throop (AMIA, 2003)

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 (MedInfo, 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 (MedInfo, 2004)

Persuasive Email Messages for Patient Communication. - Muhammad F. Walji; Kathy A. Johnson-Throop; Todd R. Johnson; Elmer V. Bernstam; Jiajie Zhang (AMIA, 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)

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)

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)

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)

Currency of Online Breast Cancer Information. - Funda Meric-Bernstam; Muhammad F. Walji; Smitha Sagaram; Deepak Sagaram; Elmer V. Bernstam (MedInfo, 2007)

Human-Centered Design of Persuasive Appointment Reminders. - Muhammad F. Walji; Jiajie Zhang (HICSS, 2008)

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 (AMIA, 2009)

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)

TURF: Toward a unified framework of EHR usability. - Jiajie Zhang; Muhammad F. Walji (J. Biomed. Informatics, 2011)

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; et al. (Integration of Medical and Dental Care and Patient Data, 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 (AMIA, 2012)

Exploring E-Prescribing Task Flow and Design in Commercial EHRs. - Yuanyuan Li; Muhammad F. Walji; Amy Franklin; Jiajie Zhang (AMIA, 2012)

TURFS: A tool to Semi-Automate Usability Assessments of EHRs. - Deevakar Rogith; Min Zhu; Muhammad F. Walji; Amy Franklin; Jiajie Zhang (AMIA, 2012)

Rapid Usability Assessment of Commercial EHRs. - Muhammad F. Walji; Amy Franklin; Zhen Zhang; Krisanne Graves; Yuanyuan Li; Yingliu Gu; Debora Simmons; Jiajie Zhang (AMIA, 2012)

An Application of a Cognitive Transparency Metric in EHR User Interfaces. - Zhen Zhang; Muhammad F. Walji; Amy Franklin; Jiajie Zhang (AMIA, 2012)

TURFS: A Comprehensive Tool Suite for Usability Evaluation and Redesign. - Min Zhu; Deevakar Rogith; Muhammad F. Walji; Jiajie Zhang (AMIA, 2012)

Alert Overrides: The Impact of Chained Events. - J. Franck Diaz-Garelli; Muhammad F. Walji; Amy Franklin; Jiajie Zhang (AMIA, 2013)

EHR Certification and Safety Enhanced Design: The need for robust usability testing scenarios. - Amy Franklin; Krisanne Graves; Muhammad F. Walji; Jiajie Zhang (AMIA, 2013)

BigMouth: A Multi-Institutional Dental Data Repository. - Muhammad F. Walji; Elsbeth Kalenderian; Paul C. Stark; Joel M. White; Rachel L. Ramoni (AMIA, 2013)

Gaps in functionality: Work-centered Design of Medication List in Ambulatory EHRs. - Zhen Zhang; Muhammad F. Walji; Amy Franklin; Jiajie Zhang (AMIA, 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; et al. (Int. J. Medical Informatics, 2013)

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 (AMIA, 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; et al. (Int. J. Medical Informatics, 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)

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 (AMIA, 2015)

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 (AMIA, 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)

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)

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 (BIBM, 2021)

Dental EHR-infused Persona Ontologies to Enrich Dental Dialogue Interaction of Agents. - Patricia Ngantcha; Muhammad Tuan Amith; Kirk Roberts; John A. Valenza; Muhammad F. Walji; Cui Tao (BIBM, 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)

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; et al. (Appl. Clin. Inform., 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)

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 (ICHI, 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)

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)

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, 2023)

Artificial Intelligence in Extracting Diagnostic Data from Dental Records. - Yao-Shun Chuang; Chun-Teh Lee; Oluwabunmi Tokede; Guo-Hao Lin; Ryan Brandon; Trung Duong Tran; Xiaoqian Jiang; Muhammad F. Walji (CoRR, 2024)

Synthesized Annotation Guidelines are Knowledge-Lite Boosters for Clinical Information Extraction. - Enshuo Hsu; Martin Ugbala; Krishna Kookal Kumar; Zouaidi Kawtar; Nicholas L. Rider; Muhammad F. Walji; Kirk Roberts (CoRR, 2025)