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ORCIDMuhammad F. Walji
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2020 – today
- 2024
[i6]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 abs/2407.21050 (2024)- 2023
- [j14]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: 105092 (2023) - [c25]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: 200-205 - [i5]Tanjida Kabir, Luyao Chen, Muhammad F. Walji, Luca Giancardo, Xiaoqian Jiang, Shayan Shams:
Dental CLAIRES: Contrastive LAnguage Image REtrieval Search for Dental Research. CoRR abs/2306.15651 (2023) - [i4]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 abs/2311.10809 (2023) - [i3]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 abs/2311.10810 (2023) - 2022
- [j13]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): 80-90 (2022) - [j12]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): 701-706 (2022) - 2021
- [c24]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: 1370-1375 - [c23]Patricia Ngantcha, Muhammad Tuan Amith, Kirk Roberts, John A. Valenza, Muhammad F. Walji, Cui Tao:
Dental EHR-infused Persona Ontologies to Enrich Dental Dialogue Interaction of Agents. BIBM 2021: 1818-1825 - [i2]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 abs/2109.12115 (2021) - [i1]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 abs/2109.13120 (2021)
2010 – 2019
- 2019
- [j11]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): 367-376 (2019) - 2018
- [j10]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. 09(03): 646-653 (2018) - [c22]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 - 2015
- [c21]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 - 2014
- [j9]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): 361-367 (2014) - [j8]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): 1136-1140 (2014) - [c20]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 - 2013
- [j7]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): 128-138 (2013) - [c19]J. Franck Diaz-Garelli, Muhammad F. Walji, Amy Franklin, Jiajie Zhang:
Alert Overrides: The Impact of Chained Events. AMIA 2013 - [c18]Amy Franklin, Krisanne Graves, Muhammad F. Walji, Jiajie Zhang:
EHR Certification and Safety Enhanced Design: The need for robust usability testing scenarios. AMIA 2013 - [c17]Muhammad F. Walji, Elsbeth Kalenderian, Paul C. Stark, Joel M. White, Rachel L. Ramoni:
BigMouth: A Multi-Institutional Dental Data Repository. AMIA 2013 - [c16]Zhen Zhang, Muhammad F. Walji, Amy Franklin, Jiajie Zhang:
Gaps in functionality: Work-centered Design of Medication List in Ambulatory EHRs. AMIA 2013 - 2012
- [c15]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 - [c14]Yuanyuan Li, Muhammad F. Walji, Amy Franklin, Jiajie Zhang:
Exploring E-Prescribing Task Flow and Design in Commercial EHRs. AMIA 2012 - [c13]Deevakar Rogith, Min Zhu, Muhammad F. Walji, Amy Franklin, Jiajie Zhang:
TURFS: A tool to Semi-Automate Usability Assessments of EHRs. AMIA 2012 - [c12]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 - [c11]Zhen Zhang, Muhammad F. Walji, Amy Franklin, Jiajie Zhang:
An Application of a Cognitive Transparency Metric in EHR User Interfaces. AMIA 2012 - [c10]Min Zhu, Deevakar Rogith, Muhammad F. Walji, Jiajie Zhang:
TURFS: A Comprehensive Tool Suite for Usability Evaluation and Redesign. AMIA 2012 - [p1]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:
Broader Considerations of Medical and Dental Data Integration. Integration of Medical and Dental Care and Patient Data 2012: 167-298 - 2011
- [j6]Jiajie Zhang, Muhammad F. Walji:
TURF: Toward a unified framework of EHR usability. J. Biomed. Informatics 44(6): 1056-1067 (2011) - 2010
- [j5]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): 501-506 (2010)
2000 – 2009
- 2009
- [c9]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 - 2008
- [c8]Muhammad F. Walji, Jiajie Zhang:
Human-Centered Design of Persuasive Appointment Reminders. HICSS 2008: 236 - 2007
- [c7]Funda Meric-Bernstam, Muhammad F. Walji, Smitha Sagaram, Deepak Sagaram, Elmer V. Bernstam:
Currency of Online Breast Cancer Information. MedInfo 2007: 973-976 - 2005
- [j4]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): 13-19 (2005) - [j3]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): 675-683 (2005) - [j2]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): 685-693 (2005) - [j1]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): 4-17 (2005) - [c6]Muhammad F. Walji, Kathy A. Johnson-Throop, Todd R. Johnson, Elmer V. Bernstam, Jiajie Zhang:
Persuasive Email Messages for Patient Communication. AMIA 2005 - 2004
- [c5]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: 1308-1312 - [c4]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: 1318-1322 - 2003
- [c3]Prabhu Shankar, Muhammad F. Walji, Asma Ali, Kathy A. Johnson-Throop:
Decision support systems to identify different species of malarial parasites. AMIA 2003 - 2002
- [c2]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 - [c1]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
Coauthor Index
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