Muhammad F. Walji

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 14

Top Topics

Deterministic Finite Automata

Data Repositories

Evaluation Methods

Radiographic Images

Top Venues

Appl. Clin. Inform.

Int. J. Medical Informatics

Publications

Yao-Shun Chuang, Chun-Teh Lee, Oluwabunmi Tokede, Guo-Hao Lin, Ryan Brandon, Trung Duong Tran, Xiaoqian Jiang, Muhammad F. Walji
Artificial Intelligence in Extracting Diagnostic Data from Dental Records. CoRR (2024)
Yao-Shun Chuang, Chun-Teh Lee, Ryan Brandon, Trung Duong Tran, Oluwabunmi Tokede, Muhammad F. Walji, Xiaoqian Jiang
Extracting periodontitis diagnosis in clinical notes with RoBERTa and regular expression. CoRR (2023)
Yao-Shun Chuang, Xiaoqian Jiang, Chun-Teh Lee, Ryan Brandon, Duong Tran, Oluwabunmi Tokede, Muhammad F. Walji
Use GPT-J Prompt Generation with RoBERTa for NER Models on Diagnosis Extraction of Periodontal Diagnosis from Electronic Dental Records. CoRR (2023)
Sayali Tungare, Swaroop Gantela, Krishna Kookal Kumar, Alfa-Ibrahim Yansane, Emily Sedlock, Arthur Jeske, Todd R. Johnson, Muhammad F. Walji
Designing audit and feedback dashboards for dentists to monitor their opioid prescribing. Int. J. Medical Informatics 176 (2023)
Tanjida Kabir, Luyao Chen, Muhammad F. Walji, Luca Giancardo, Xiaoqian Jiang, Shayan Shams
Dental CLAIRES: Contrastive LAnguage Image REtrieval Search for Dental Research. CoRR (2023)
Yao-Shun Chuang, Chun-Teh Lee, Ryan Brandon, Trung Duong Tran, Oluwabunmi Tokede, Muhammad F. Walji, Xiaoqian Jiang
Extracting Periodontitis Diagnosis in Clinical Notes with RoBERTa and Regular Expression. ICHI (2023)
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
Caries Risk Documentation And Prevention: eMeasures For Dental Electronic Health Records. Appl. Clin. Inform. 13 (1) (2022)
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
BigMouth: development and maintenance of a successful dental data repository. J. Am. Medical Informatics Assoc. 29 (4) (2022)
Chun-Teh Lee, Tanjida Kabir, Jiman Nelson, Sally Sheng, Hsiu-Wan Meng, Thomas E. Van Dyke, Muhammad F. Walji, Xiaoqian Jiang, Shayan Shams
Use of the Deep Learning Approach to Measure Alveolar Bone Level. CoRR (2021)
Tanjida Kabir, Chun-Teh Lee, Jiman Nelson, Sally Sheng, Hsiu-Wan Meng, Luyao Chen, Muhammad F. Walji, Xioaqian Jiang, Shayan Shams
An End-to-end Entangled Segmentation and Classification Convolutional Neural Network for Periodontitis Stage Grading from Periapical Radiographic Images. CoRR (2021)
Tanjida Kabir, Chun-Teh Lee, Jiman Nelson, Sally Sheng, Hsiu-Wan Meng, Luyao Chen, Muhammad F. Walji, Xioaqian Jiang, Shayan Shams
An End-to-end Entangled Segmentation and Classification Convolutional Neural Network for Periodontitis Stage Grading from Periapical Radiographic Images. BIBM (2021)
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
Improving Oral-Systemic Healthcare through the Interoperability of Electronic Medical and Dental Records: An Exploratory Study. Appl. Clin. Inform. 10 (03) (2019)
Krishna Kookal Kumar, Suhasini Bangar, Reuben J. Applegate, Elsbeth Kalenderian, Muhammad F. Walji
Implementing a Dental Quality Measure in BigMouth - a Multi-Institutional Dental Data Repository. AMIA (2018)
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
Feasibility of Electronic Health Record-Based Triggers in Detecting Dental Adverse Events. Appl. Clin. Inform. 9 (03) (2018)
Krishna Kookal Kumar, Duong Tran, Reuben J. Applegate, Heiko Spallek, Elsbeth Kalenderian, Joel M. White, Elmer V. Bernstam, Muhammad F. Walji
BigMouth: Development of a Scalable Infrastructure to Support Multi Institutional Data Sharing for Dentistry. AMIA (2015)
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
Are three methods better than one? A comparative assessment of usability evaluation methods in an EHR. Int. J. Medical Informatics 83 (5) (2014)
Zhen Zhang, Amy Franklin, Muhammad F. Walji, Jiajie Zhang, Yang Gong
Developing an Analytical Inspection Criteria for Health IT Personnel with Minimum Training in Cognitive Ergonomics: A Practical Solution to Improving EHR Usability. AMIA (2014)
Muhammad F. Walji, Elsbeth Kalenderian, Paul C. Stark, Joel M. White, Krishna Kookal Kumar, Dat Phan, Duong Tran, Elmer V. Bernstam, Rachel B. Ramoni
BigMouth: a multi-institutional dental data repository. J. Am. Medical Informatics Assoc. 21 (6) (2014)
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
Detection and characterization of usability problems in structured data entry interfaces in dentistry. Int. J. Medical Informatics 82 (2) (2013)
J. Franck Diaz-Garelli, Muhammad F. Walji, Amy Franklin, Jiajie Zhang
Alert Overrides: The Impact of Chained Events. AMIA (2013)
Zhen Zhang, Muhammad F. Walji, Amy Franklin, Jiajie Zhang
Gaps in functionality: Work-centered Design of Medication List in Ambulatory EHRs. AMIA (2013)
Amy Franklin, Krisanne Graves, Muhammad F. Walji, Jiajie Zhang
EHR Certification and Safety Enhanced Design: The need for robust usability testing scenarios. AMIA (2013)
Muhammad F. Walji, Elsbeth Kalenderian, Paul C. Stark, Joel M. White, Rachel L. Ramoni
BigMouth: A Multi-Institutional Dental Data Repository. AMIA (2013)
Min Zhu, Deevakar Rogith, Muhammad F. Walji, Jiajie Zhang
TURFS: A Comprehensive Tool Suite for Usability Evaluation and Redesign. AMIA (2012)
Zhen Zhang, Muhammad F. Walji, Amy Franklin, Jiajie Zhang
An Application of a Cognitive Transparency Metric in EHR User Interfaces. AMIA (2012)
Deevakar Rogith, Min Zhu, Muhammad F. Walji, Amy Franklin, Jiajie Zhang
TURFS: A tool to Semi-Automate Usability Assessments of EHRs. AMIA (2012)
Yuanyuan Li, Muhammad F. Walji, Amy Franklin, Jiajie Zhang
Exploring E-Prescribing Task Flow and Design in Commercial EHRs. AMIA (2012)
Muhammad F. Walji, Amy Franklin, Zhen Zhang, Krisanne Graves, Yuanyuan Li, Yingliu Gu, Debora Simmons, Jiajie Zhang
Rapid Usability Assessment of Commercial EHRs. AMIA (2012)
Amy Franklin, Debora Simmons, Krisanne Graves, Zhen Zhang, Craig Harrington, Muhammad F. Walji, Jiajie Zhang
Usability Problems and Patient Safety Risks in EHR Design. AMIA (2012)
Jiajie Zhang, Muhammad F. Walji
TURF: Toward a unified framework of EHR usability. J. Biomed. Informatics 44 (6) (2011)
Himali Saitwal, Xuan Feng, Muhammad F. Walji, Vimla L. Patel, Jiajie Zhang
Assessing performance of an Electronic Health Record (EHR) using Cognitive Task Analysis. Int. J. Medical Informatics 79 (7) (2010)
Zhen Zhang, Muhammad F. Walji, Vimla L. Patel, Ronald W. Gimbel, Jiajie Zhang
Functional Analysis of Interfaces in U.S. Military Electronic Health Record System using UFuRT Framework. AMIA (2009)
Muhammad F. Walji, Jiajie Zhang
Human-Centered Design of Persuasive Appointment Reminders. HICSS (2008)
Funda Meric-Bernstam, Muhammad F. Walji, Smitha Sagaram, Deepak Sagaram, Elmer V. Bernstam
Currency of Online Breast Cancer Information. MedInfo (2007)
Susan Rinkus, Muhammad F. Walji, Kathy A. Johnson-Throop, Jane T. Malin, James P. Turley, Jack W. Smith, Jiajie Zhang
Human-centered design of a distributed knowledge management system. J. Biomed. Informatics 38 (1) (2005)
Muhammad F. Walji, Smitha Sagaram, Funda Meric-Bernstam, Craig W. Johnson, Elmer V. Bernstam
Searching for cancer-related information online: Unintended retrieval of complementary and alternative medicine information. Int. J. Medical Informatics 74 (7-8) (2005)
Elmer V. Bernstam, Dawn M. Shelton, Muhammad F. Walji, Funda Meric-Bernstam
Instruments to assess the quality of health information on the World Wide Web: what can our patients actually use? Int. J. Medical Informatics 74 (1) (2005)
Elmer V. Bernstam, Smitha Sagaram, Muhammad F. Walji, Craig W. Johnson, Funda Meric-Bernstam
Usability of quality measures for online health information: Can commonly used technical quality criteria be reliably assessed? Int. J. Medical Informatics 74 (7-8) (2005)
Muhammad F. Walji, Kathy A. Johnson-Throop, Todd R. Johnson, Elmer V. Bernstam, Jiajie Zhang
Persuasive Email Messages for Patient Communication. AMIA (2005)
Muhammad F. Walji, Smitha Sagaram, Funda Meric-Bernstam, Craig W. Johnson, Elmer V. Bernstam
Cancer-related Complementary and Alternative Medicine Online: Factors Affecting Information Retrieval. MedInfo (2004)
Smitha Sagaram, Muhammad F. Walji, Funda Meric-Bernstam, Craig W. Johnson, Elmer V. Bernstam
Inter-Observer Agreement for Quality Measures Applied to Online Health Information. MedInfo (2004)
Prabhu Shankar, Muhammad F. Walji, Asma Ali, Kathy A. Johnson-Throop
Decision support systems to identify different species of malarial parasites. AMIA (2003)
Jamie A. Rukab, Muhammad F. Walji
Reducing Errors and Improving Performance by Applying Usability Engineering Principles to a Web-based Prototype of an Integrative Medicine Reference Tool. AMIA (2002)
Smitha Sagaram, Muhammad F. Walji, Elmer V. Bernstam
Evaluating the prevalence, content and readability of complementary and alternative medicine (CAM) web pages on the internet. AMIA (2002)