Muhammad F. Walji

47 papers Misc 18Journal 21Unranked 7
YearRankTypeTitle / Venue / Authors
2025 J jnl
Synthesized Annotation Guidelines are Knowledge-Lite Boosters for Clinical Information Extraction.
CoRR
Enshuo Hsu, Martin Ugbala, Krishna Kookal Kumar, Zouaidi Kawtar, Nicholas L. Rider, Muhammad F. Walji, Kirk Roberts
2024 J jnl
Artificial Intelligence in Extracting Diagnostic Data from Dental Records.
CoRR
Yao-Shun Chuang, Chun-Teh Lee, Oluwabunmi Tokede, Guo-Hao Lin, Ryan Brandon, Trung Duong Tran, Xiaoqian Jiang, Muhammad F. Walji
2023 J jnl
Dental CLAIRES: Contrastive LAnguage Image REtrieval Search for Dental Research.
CoRR
Tanjida Kabir, Luyao Chen, Muhammad F. Walji, Luca Giancardo, Xiaoqian Jiang, Shayan Shams
2023 J jnl
Designing audit and feedback dashboards for dentists to monitor their opioid prescribing.
Int. J. Medical Informatics
Sayali Tungare, Swaroop Gantela, Krishna Kookal Kumar, Alfa-Ibrahim Yansane, Emily Sedlock, Arthur Jeske, Todd R. Johnson, Muhammad F. Walji
2023 — conf
Extracting Periodontitis Diagnosis in Clinical Notes with RoBERTa and Regular Expression.
ICHI
Yao-Shun Chuang, Chun-Teh Lee, Ryan Brandon, Trung Duong Tran, Oluwabunmi Tokede, Muhammad F. Walji, Xiaoqian Jiang
2023 J jnl
Extracting periodontitis diagnosis in clinical notes with RoBERTa and regular expression.
CoRR
Yao-Shun Chuang, Chun-Teh Lee, Ryan Brandon, Trung Duong Tran, Oluwabunmi Tokede, Muhammad F. Walji, Xiaoqian Jiang
2023 J jnl
Use GPT-J Prompt Generation with RoBERTa for NER Models on Diagnosis Extraction of Periodontal Diagnosis from Electronic Dental Records.
CoRR
Yao-Shun Chuang, Xiaoqian Jiang, Chun-Teh Lee, Ryan Brandon, Duong Tran, Oluwabunmi Tokede, Muhammad F. Walji
2022 J jnl
BigMouth: development and maintenance of a successful dental data repository.
J. Am. Medical Informatics Assoc.
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
2022 J jnl
Caries Risk Documentation And Prevention: eMeasures For Dental Electronic Health Records.
Appl. Clin. Inform.
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
2021 — conf
An End-to-end Entangled Segmentation and Classification Convolutional Neural Network for Periodontitis Stage Grading from Periapical Radiographic Images.
BIBM
Tanjida Kabir, Chun-Teh Lee, Jiman Nelson, Sally Sheng, Hsiu-Wan Meng, Luyao Chen, Muhammad F. Walji, Xioaqian Jiang, Shayan Shams
2021 J jnl
An End-to-end Entangled Segmentation and Classification Convolutional Neural Network for Periodontitis Stage Grading from Periapical Radiographic Images.
CoRR
Tanjida Kabir, Chun-Teh Lee, Jiman Nelson, Sally Sheng, Hsiu-Wan Meng, Luyao Chen, Muhammad F. Walji, Xioaqian Jiang, Shayan Shams
2021 — conf
Dental EHR-infused Persona Ontologies to Enrich Dental Dialogue Interaction of Agents.
BIBM
Patricia Ngantcha, Muhammad Tuan Amith, Kirk Roberts, John A. Valenza, Muhammad F. Walji, Cui Tao
2021 J jnl
Use of the Deep Learning Approach to Measure Alveolar Bone Level.
CoRR
Chun-Teh Lee, Tanjida Kabir, Jiman Nelson, Sally Sheng, Hsiu-Wan Meng, Thomas E. Van Dyke, Muhammad F. Walji, Xiaoqian Jiang, Shayan Shams
2019 J jnl
Improving Oral-Systemic Healthcare through the Interoperability of Electronic Medical and Dental Records: An Exploratory Study.
Appl. Clin. Inform.
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
2018 J jnl
Feasibility of Electronic Health Record-Based Triggers in Detecting Dental Adverse Events.
Appl. Clin. Inform.
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
2018 Misc conf
Implementing a Dental Quality Measure in BigMouth - a Multi-Institutional Dental Data Repository.
AMIA
Krishna Kookal Kumar, Suhasini Bangar, Reuben J. Applegate, Elsbeth Kalenderian, Muhammad F. Walji
2015 Misc conf
BigMouth: Development of a Scalable Infrastructure to Support Multi Institutional Data Sharing for Dentistry.
AMIA
Krishna Kookal Kumar, Duong Tran, Reuben J. Applegate, Heiko Spallek, Elsbeth Kalenderian, Joel M. White, Elmer V. Bernstam, Muhammad F. Walji
2014 J jnl
Are three methods better than one? A comparative assessment of usability evaluation methods in an EHR.
Int. J. Medical Informatics
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
2014 J jnl
BigMouth: a multi-institutional dental data repository.
J. Am. Medical Informatics Assoc.
Muhammad F. Walji, Elsbeth Kalenderian, Paul C. Stark, Joel M. White, Krishna Kookal Kumar, Dat Phan, Duong Tran, Elmer V. Bernstam, Rachel B. Ramoni
2014 Misc conf
Developing an Analytical Inspection Criteria for Health IT Personnel with Minimum Training in Cognitive Ergonomics: A Practical Solution to Improving EHR Usability.
AMIA
Zhen Zhang, Amy Franklin, Muhammad F. Walji, Jiajie Zhang, Yang Gong
2013 Misc conf
Alert Overrides: The Impact of Chained Events.
AMIA
J. Franck Diaz-Garelli, Muhammad F. Walji, Amy Franklin, Jiajie Zhang
2013 Misc conf
BigMouth: A Multi-Institutional Dental Data Repository.
AMIA
Muhammad F. Walji, Elsbeth Kalenderian, Paul C. Stark, Joel M. White, Rachel L. Ramoni
2013 J jnl
Detection and characterization of usability problems in structured data entry interfaces in dentistry.
Int. J. Medical Informatics
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
2013 Misc conf
EHR Certification and Safety Enhanced Design: The need for robust usability testing scenarios.
AMIA
Amy Franklin, Krisanne Graves, Muhammad F. Walji, Jiajie Zhang
2013 Misc conf
Gaps in functionality: Work-centered Design of Medication List in Ambulatory EHRs.
AMIA
Zhen Zhang, Muhammad F. Walji, Amy Franklin, Jiajie Zhang
2012 Misc conf
An Application of a Cognitive Transparency Metric in EHR User Interfaces.
AMIA
Zhen Zhang, Muhammad F. Walji, Amy Franklin, Jiajie Zhang
2012 — ch.
Broader Considerations of Medical and Dental Data Integration.
Integration of Medical and Dental Care and Patient Data
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
2012 Misc conf
Exploring E-Prescribing Task Flow and Design in Commercial EHRs.
AMIA
YuanYuan Li, Muhammad F. Walji, Amy Franklin, Jiajie Zhang
2012 Misc conf
Rapid Usability Assessment of Commercial EHRs.
AMIA
Muhammad F. Walji, Amy Franklin, Zhen Zhang, Krisanne Graves, YuanYuan Li, Yingliu Gu, Debora Simmons, Jiajie Zhang
2012 Misc conf
TURFS: A Comprehensive Tool Suite for Usability Evaluation and Redesign.
AMIA
Min Zhu, Deevakar Rogith, Muhammad F. Walji, Jiajie Zhang
2012 Misc conf
TURFS: A tool to Semi-Automate Usability Assessments of EHRs.
AMIA
Deevakar Rogith, Min Zhu, Muhammad F. Walji, Amy Franklin, Jiajie Zhang
2012 Misc conf
Usability Problems and Patient Safety Risks in EHR Design.
AMIA
Amy Franklin, Debora Simmons, Krisanne Graves, Zhen Zhang, Craig Harrington, Muhammad F. Walji, Jiajie Zhang
2011 J jnl
TURF: Toward a unified framework of EHR usability.
J. Biomed. Informatics
Jiajie Zhang, Muhammad F. Walji
2010 J jnl
Assessing performance of an Electronic Health Record (EHR) using Cognitive Task Analysis.
Int. J. Medical Informatics
Himali Saitwal, Xuan Feng, Muhammad F. Walji, Vimla L. Patel, Jiajie Zhang
2009 Misc conf
Functional Analysis of Interfaces in U.S. Military Electronic Health Record System using UFuRT Framework.
AMIA
Zhen Zhang, Muhammad F. Walji, Vimla L. Patel, Ronald W. Gimbel, Jiajie Zhang
2008 — conf
Human-Centered Design of Persuasive Appointment Reminders.
HICSS
Muhammad F. Walji, Jiajie Zhang
2007 — conf
Currency of Online Breast Cancer Information.
MedInfo
Funda Meric-Bernstam, Muhammad F. Walji, Smitha Sagaram, Deepak Sagaram, Elmer V. Bernstam
2005 J jnl
Human-centered design of a distributed knowledge management system.
J. Biomed. Informatics
Susan Rinkus, Muhammad F. Walji, Kathy A. Johnson-Throop, Jane T. Malin, James P. Turley, Jack W. Smith, Jiajie Zhang
2005 J jnl
Instruments to assess the quality of health information on the World Wide Web: what can our patients actually use?
Int. J. Medical Informatics
Elmer V. Bernstam, Dawn M. Shelton, Muhammad F. Walji, Funda Meric-Bernstam
2005 Misc conf
Persuasive Email Messages for Patient Communication.
AMIA
Muhammad F. Walji, Kathy A. Johnson-Throop, Todd R. Johnson, Elmer V. Bernstam, Jiajie Zhang
2005 J jnl
Searching for cancer-related information online: Unintended retrieval of complementary and alternative medicine information.
Int. J. Medical Informatics
Muhammad F. Walji, Smitha Sagaram, Funda Meric-Bernstam, Craig W. Johnson, Elmer V. Bernstam
2005 J jnl
Usability of quality measures for online health information: Can commonly used technical quality criteria be reliably assessed?
Int. J. Medical Informatics
Elmer V. Bernstam, Smitha Sagaram, Muhammad F. Walji, Craig W. Johnson, Funda Meric-Bernstam
2004 — conf
Cancer-related Complementary and Alternative Medicine Online: Factors Affecting Information Retrieval.
MedInfo
Muhammad F. Walji, Smitha Sagaram, Funda Meric-Bernstam, Craig W. Johnson, Elmer V. Bernstam
2004 — conf
Inter-Observer Agreement for Quality Measures Applied to Online Health Information.
MedInfo
Smitha Sagaram, Muhammad F. Walji, Funda Meric-Bernstam, Craig W. Johnson, Elmer V. Bernstam
2003 Misc conf
Decision support systems to identify different species of malarial parasites.
AMIA
Prabhu Shankar, Muhammad F. Walji, Asma Ali, Kathy A. Johnson-Throop
2002 Misc conf
Evaluating the prevalence, content and readability of complementary and alternative medicine (CAM) web pages on the internet.
AMIA
Smitha Sagaram, Muhammad F. Walji, Elmer V. Bernstam
2002 Misc conf
Reducing Errors and Improving Performance by Applying Usability Engineering Principles to a Web-based Prototype of an Integrative Medicine Reference Tool.
AMIA
Jamie A. Rukab, Muhammad F. Walji