Published on in Vol 8, No 11 (2020): November
Preprints (earlier versions) of this paper are
available at
https://preprints.jmir.org/preprint/18752, first published
.
![Explainable Artificial Intelligence Recommendation System by Leveraging the Semantics of Adverse Childhood Experiences: Proof-of-Concept Prototype Development Explainable Artificial Intelligence Recommendation System by Leveraging the Semantics of Adverse Childhood Experiences: Proof-of-Concept Prototype Development](https://asset.jmir.pub/assets/8dff8a88b841395d489966a70be1fb56.png 480w,https://asset.jmir.pub/assets/8dff8a88b841395d489966a70be1fb56.png 960w,https://asset.jmir.pub/assets/8dff8a88b841395d489966a70be1fb56.png 1920w,https://asset.jmir.pub/assets/8dff8a88b841395d489966a70be1fb56.png 2500w)
Journals
- Ammar N, Bailey J, Davis R, Shaban-Nejad A. Using a Personal Health Library–Enabled mHealth Recommender System for Self-Management of Diabetes Among Underserved Populations: Use Case for Knowledge Graphs and Linked Data. JMIR Formative Research 2021;5(3):e24738 View
- Balcombe L, De Leo D. Digital Mental Health Challenges and the Horizon Ahead for Solutions. JMIR Mental Health 2021;8(3):e26811 View
- Bi C, Zhou S, Liu X, Zhu Y, Yu J, Zhang X, Shi M, Wu R, He H, Zhan C, Lin Y, Shen B. NDDRF: A risk factor knowledgebase for personalized prevention of neurodegenerative diseases. Journal of Advanced Research 2022;40:223 View
- Shaban-Nejad A, Michalowski M, Brownstein J, Buckeridge D. Guest Editorial Explainable AI: Towards Fairness, Accountability, Transparency and Trust in Healthcare. IEEE Journal of Biomedical and Health Informatics 2021;25(7):2374 View
- Chen Y, Sinha B, Ye F, Tang T, Wu R, He M, Zheng X, Shen B. Prostate cancer management with lifestyle intervention: From knowledge graph to Chatbot. Clinical and Translational Discovery 2022;2(1) View
- Brakefield W, Ammar N, Shaban-Nejad A. An Urban Population Health Observatory for Disease Causal Pathway Analysis and Decision Support: Underlying Explainable Artificial Intelligence Model. JMIR Formative Research 2022;6(7):e36055 View
- Balcombe L, De Leo D. The Potential Impact of Adjunct Digital Tools and Technology to Help Distressed and Suicidal Men: An Integrative Review. Frontiers in Psychology 2022;12 View
- Newn J, Kelly R, D'Alfonso S, Lederman R. Examining and Promoting Explainable Recommendations for Personal Sensing Technology Acceptance. Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies 2022;6(3):1 View
- Joyce D, Kormilitzin A, Smith K, Cipriani A. Explainable artificial intelligence for mental health through transparency and interpretability for understandability. npj Digital Medicine 2023;6(1) View
- Schwartz D, Stewart A, Harris L, Ozdenerol E, Thomas F, Johnson K, Davis R, Shaban-Nejad A. The Memphis Pandemic Health Informatics System (MEMPHI-SYS)—Creating a Metropolitan COVID-19 Data Registry Linked Directly to Community Testing to Enhance Population Health Surveillance. Disaster Medicine and Public Health Preparedness 2023;17 View
- Rosario B, Zhang A, Patel M, Rajmane A, Xie N, Weeraratne D, Alterovitz G. Characterizing Thrombotic Complication Risk Factors Associated With COVID-19 via Heterogeneous Patient Data: Retrospective Observational Study. Journal of Medical Internet Research 2022;24(10):e35860 View
- Costello J, Kaur M, Reformat M, Bolduc F. Leveraging Knowledge Graphs and Natural Language Processing for Automated Web Resource Labeling and Knowledge Mobilization in Neurodevelopmental Disorders: Development and Usability Study. Journal of Medical Internet Research 2023;25:e45268 View
- Kolajo T, Daramola O. Human-centric and semantics-based explainable event detection: a survey. Artificial Intelligence Review 2023;56(S1):119 View
- Maeda-Minami A, Yoshino T, Yumoto T, Sato K, Sagara A, Inaba K, Kominato H, Kimura T, Takishita T, Watanabe G, Nakamura T, Mano Y, Horiba Y, Watanabe K, Kamei J. Development of a novel drug information provision system for Kampo medicine using natural language processing technology. BMC Medical Informatics and Decision Making 2023;23(1) View
- Roytman G, Faydenko J, Budavich M, Pocius J, Cramer G. Automated Vibration and Acoustic Crepitus Sensing in Humans. Journal of Tribology 2023;145(9) View
- Ammar N, Olusanya O, Melton C, Chinthala L, Huang X, White B, Shaban-Nejad A. Digital Personal Health Coaching Platform for Promoting Human Papillomavirus Infection Vaccinations and Cancer Prevention: Knowledge Graph-Based Recommendation System. JMIR Formative Research 2023;7:e50210 View
- Beden S, Lakshmanan K, Giannetti C, Beckmann A. Steelmaking Predictive Analytics Based on Random Forest and Semantic Reasoning. Applied Sciences 2023;13(23):12778 View
- Singh T, Rajput V, Sharma N, Satakshi , Kumar M. Sentiment analysis based distributed recommendation system. Multimedia Tools and Applications 2024 View
- Afzal H, Jahangir T, Mei Y, Madden A, Sarker A, Kim S. Can adverse childhood experiences predict chronic health conditions? Development of trauma-informed, explainable machine learning models. Frontiers in Public Health 2024;11 View
- Yu C, Zong H, Chen Y, Zhou Y, Liu X, Lin Y, Li J, Zheng X, Min H, Shen B. PCAO2: an ontology for integration of prostate cancer associated genotypic, phenotypic and lifestyle data. Briefings in Bioinformatics 2024;25(3) View
- Li J, Tang T, Wu E, Zhao J, Zong H, Wu R, Feng W, Zhang K, Wang D, Qin Y, Shen Z, Qin Y, Ren S, Zhan C, Yang L, Wei Q, Shen B. RARPKB: a knowledge-guide decision support platform for personalized robot-assisted surgery in prostate cancer. International Journal of Surgery 2024;110(6):3412 View
Books/Policy Documents
- Shaban-Nejad A, Michalowski M, Bianco S. Multimodal AI in Healthcare. View
- Laxmi Lydia E, Anupama C, Sharmili N. Biomedical Data Analysis and Processing Using Explainable (XAI) and Responsive Artificial Intelligence (RAI). View
- Duque Anton S, Schneider D, Schotten H. Computer Safety, Reliability, and Security. SAFECOMP 2022 Workshops. View
- Shaban-Nejad A, Michalowski M, Bianco S. AI for Disease Surveillance and Pandemic Intelligence. View