Published on in Vol 9, No 5 (2021): May
Preprints (earlier versions) of this paper are
available at
https://preprints.jmir.org/preprint/22591, first published
.
Journals
- Liao K, Liu C, Chen C, Shen Y. Machine Learning Approaches for Predicting Acute Respiratory Failure, Ventilator Dependence, and Mortality in Chronic Obstructive Pulmonary Disease. Diagnostics 2021;11(12):2396 View
- De Ramón Fernández A, Ruiz Fernández D, Gilart Iglesias V, Marcos Jorquera D. Analyzing the use of artificial intelligence for the management of chronic obstructive pulmonary disease (COPD). International Journal of Medical Informatics 2022;158:104640 View
- Zazo-Manzaneque R, Pons-Beltrán V, Vidaurre A, Santonja A, Sánchez-Díaz C. Classification Predictive Model for Air Leak Detection in Endoworm Enteroscopy System. Sensors 2022;22(14):5211 View
- Park Y, Go T, Hong S, Kim S, Han J, Kang Y, Kang D. Digital Biomarkers in Living Labs for Vulnerable and Susceptible Individuals: An Integrative Literature Review. Yonsei Medical Journal 2022;63(Suppl):S43 View
- Makimoto K, Au R, Moslemi A, Hogg J, Bourbeau J, Tan W, Kirby M. Comparison of Feature Selection Methods and Machine Learning Classifiers for Predicting Chronic Obstructive Pulmonary Disease Using Texture-Based CT Lung Radiomic Features. Academic Radiology 2023;30(5):900 View
- Park Y, Lee C, Jung J. Digital Healthcare for Airway Diseases from Personal Environmental Exposure. Yonsei Medical Journal 2022;63(Suppl):S1 View
- Pinnock H, Murphie P, Vogiatzis I, Poberezhets V. Telemedicine and virtual respiratory care in the era of COVID-19. ERJ Open Research 2022;8(3):00111-2022 View
- Alvarado E, Grágeda N, Luzanto A, Mahu R, Wuth J, Mendoza L, Yoma N. Dyspnea Severity Assessment Based on Vocalization Behavior with Deep Learning on the Telephone. Sensors 2023;23(5):2441 View
- Watson A, Wilkinson T. Digital healthcare in COPD management: a narrative review on the advantages, pitfalls, and need for further research. Therapeutic Advances in Respiratory Disease 2022;16 View
- Guo S, Akman C. Logistic Regression Analysis of Clinical Characteristics for Differentiation of Chronic Obstructive Pulmonary Disease Severity. Emergency Medicine International 2023;2023:1 View
- Fu Y, Kang N, Yu Y, Mi Y, Guo J, Wu J, Weng C. Polyphenols, flavonoids and inflammasomes: the role of cigarette smoke in COPD. European Respiratory Review 2022;31(164):220028 View
- Takano A, Ono K, Nozawa K, Sato M, Onuki M, Sese J, Yumoto Y, Matsushita S, Matsumoto T. Wearable Sensor and Mobile App–Based mHealth Approach for Investigating Substance Use and Related Factors in Daily Life: Protocol for an Ecological Momentary Assessment Study. JMIR Research Protocols 2023;12:e44275 View
- Zhang B, Wang J, Chen J, Ling Z, Ren Y, Xiong D, Guo L. Machine learning in chronic obstructive pulmonary disease. Chinese Medical Journal 2022 View
- Pépin J, Degano B, Tamisier R, Viglino D. Remote Monitoring for Prediction and Management of Acute Exacerbations in Chronic Obstructive Pulmonary Disease (AECOPD). Life 2022;12(4):499 View
- Neumann D, Tiberius V, Biendarra F. Adopting wearables to customize health insurance contributions: a ranking-type Delphi. BMC Medical Informatics and Decision Making 2022;22(1) View
- Xie Y, Lu L, Gao F, He S, Zhao H, Fang Y, Yang J, An Y, Ye Z, Dong Z. Integration of Artificial Intelligence, Blockchain, and Wearable Technology for Chronic Disease Management: A New Paradigm in Smart Healthcare. Current Medical Science 2021;41(6):1123 View
- Mozumder M, Armand T, Imtiyaj Uddin S, Athar A, Sumon R, Hussain A, Kim H. Metaverse for Digital Anti-Aging Healthcare: An Overview of Potential Use Cases Based on Artificial Intelligence, Blockchain, IoT Technologies, Its Challenges, and Future Directions. Applied Sciences 2023;13(8):5127 View
- Wieben A, Walden R, Alreshidi B, Brown S, Cato K, Coviak C, Cruz C, D'Agostino F, Douthit B, Forbes T, Gao G, Johnson S, Lee M, Mullen-Fortino M, Park J, Park S, Pruinelli L, Reger A, Role J, Sileo M, Schultz M, Vyas P, Jeffery A. Data Science Implementation Trends in Nursing Practice: A Review of the 2021 Literature. Applied Clinical Informatics 2023;14(03):585 View
- ZhuParris A, de Goede A, Yocarini I, Kraaij W, Groeneveld G, Doll R. Machine Learning Techniques for Developing Remotely Monitored Central Nervous System Biomarkers Using Wearable Sensors: A Narrative Literature Review. Sensors 2023;23(11):5243 View
- Gálvez-Barrón C, Pérez-López C, Villar-Álvarez F, Ribas J, Formiga F, Chivite D, Boixeda R, Iborra C, Rodríguez-Molinero A. Machine learning for the development of diagnostic models of decompensated heart failure or exacerbation of chronic obstructive pulmonary disease. Scientific Reports 2023;13(1) View
- Althobiani M, Khan B, Shah A, Ranjan Y, Mendes R, Folarin A, Mandal S, Porter J, Hurst J. Clinicians’ Perspectives of Wearable Technology to Detect and Monitor Exacerbations of Chronic Obstructive Pulmonary Disease: Mixed-Method Survey. International Journal of Chronic Obstructive Pulmonary Disease 2023;Volume 18:1401 View
- Zhang J, Chen F, Wang Y, Chen Y. Early detection and prediction of acute exacerbation of chronic obstructive pulmonary disease. Chinese Medical Journal Pulmonary and Critical Care Medicine 2023;1(2):102 View
- Wang X, Qiao Y, Cui Y, Ren H, Zhao Y, Linghu L, Ren J, Zhao Z, Chen L, Qiu L. An explainable artificial intelligence framework for risk prediction of COPD in smokers. BMC Public Health 2023;23(1) View
- Jacobson P, Lind L, Persson H. Unleashing the Power of Very Small Data to Predict Acute Exacerbations of Chronic Obstructive Pulmonary Disease. International Journal of Chronic Obstructive Pulmonary Disease 2023;Volume 18:1457 View
- Jacobson P, Lind L, Persson H. The Exacerbation of Chronic Obstructive Pulmonary Disease: Which Symptom is Most Important to Monitor?. International Journal of Chronic Obstructive Pulmonary Disease 2023;Volume 18:1533 View
- Coutu F, Iorio O, Ross B. Remote patient monitoring strategies and wearable technology in chronic obstructive pulmonary disease. Frontiers in Medicine 2023;10 View
- BAGABIR S. Comparison of pulmonary rehabilitation and chest physiotherapy's outcomes among elder patients with chronic obstructive pulmonary disease: a meta-analysis. Minerva Biotechnology and Biomolecular Research 2023;35(2) View
- Sami R, Salehi K, Hashemi M, Haghighat S, Atashi V. Barriers to adherence to home-based pulmonary rehabilitation among patients with chronic obstructive pulmonary disease in Iran: a descriptive qualitative study. BMJ Open 2023;13(10):e073972 View
- Liu J, Shih C, Huang H, Peng J, Cheng S, Tsai J, Lai F. Evaluating the Potential of Machine Learning and Wearable Devices in End-of-Life Care in Predicting 7-Day Death Events Among Patients With Terminal Cancer: Cohort Study. Journal of Medical Internet Research 2023;25:e47366 View
- Liao X, Wu Y, Jiang N, Sun J, Xu W, Gao S, Wang J, Li T, Wang K, Li Q. Automated detection of abnormal respiratory sound from electronic stethoscope and mobile phone using MobileNetV2. Biocybernetics and Biomedical Engineering 2023;43(4):763 View
- Shah A, Althobiani M, Saigal A, Ogbonnaya C, Hurst J, Mandal S. Wearable technology interventions in patients with chronic obstructive pulmonary disease: a systematic review and meta-analysis. npj Digital Medicine 2023;6(1) View
- Gálvez-Barrón C, Pérez-López C. Sistemas diagnósticos de exacerbación de la EPOC en la población anciana: presente y futuro. Open Respiratory Archives 2024;6(1):100291 View
- Kurian V, Gee M, Farrington S, Yang E, Okossi A, Chen L, Beris A. Systems Engineering Approach to Modeling and Analysis of Chronic Obstructive Pulmonary Disease Part II: Extension for Variable Metabolic Rates. ACS Omega 2024;9(1):494 View
- Vitacca M, Malovini A, Paneroni M, Spanevello A, Ceriana P, Capelli A, Murgia R, Ambrosino N. Predicting Response to In-Hospital Pulmonary Rehabilitation in Individuals Recovering From Exacerbations of Chronic Obstructive Pulmonary Disease. Archivos de Bronconeumología 2024;60(3):153 View
- 张 欢. Research Progress of Risk Factors andAntibiotic Therapy in Elderly Patients with AECOPD. Asian Case Reports in Emergency Medicine 2024;12(01):8 View
- Pan Z, Liao S, Sun W, Zhou H, Lin S, Chen D, Jiang S, Long H, Fan J, Deng F, Zhang W, Chen B, Wang J, Huang Y, Li J, Chen Y. Screening and early warning system for chronic obstructive pulmonary disease with obstructive sleep apnoea based on the medical Internet of Things in three levels of healthcare: protocol for a prospective, multicentre, observational cohort study. BMJ Open 2024;14(2):e075257 View
- Dhaliwal M, Sharma R, Kaur R. PIF dataset: a comprehensive dataset of physiological and inertial features for recognition of human activities. Multimedia Tools and Applications 2024;83(29):73607 View
- Damaševičius R, Jagatheesaperumal S, Kandala R, Hussain S, Alizadehsani R, Gorriz J. Deep learning for personalized health monitoring and prediction: A review. Computational Intelligence 2024;40(3) View
- Shu H, Lin C, He B, Wang W, Wang L, Wu T, He H, Wang H, Zhou H, Ding G. Pyroptosis-Related Genes as Diagnostic Markers in Chronic Obstructive Pulmonary Disease and Its Correlation with Immune Infiltration. International Journal of Chronic Obstructive Pulmonary Disease 2024;Volume 19:1491 View
- Glyde H, Morgan C, Wilkinson T, Nabney I, Dodd J. Remote Patient Monitoring and Machine Learning in Acute Exacerbations of Chronic Obstructive Pulmonary Disease: Dual Systematic Literature Review and Narrative Synthesis. Journal of Medical Internet Research 2024;26:e52143 View
- Ortiz-Barrios M, Ishizaka A, Barbati M, Arias-Fonseca S, Khan J, Gul M, Yücesan M, Alfaro-Saíz J, Pérez-Aguilar A. Integrating discrete-event simulation and artificial intelligence for shortening bed waiting times in hospitalization departments during respiratory disease seasons. Computers & Industrial Engineering 2024;194:110405 View
- Hegeman P, Vader D, Kamke K, El-Toukhy S. Patterns of digital health access and use among US adults: a latent class analysis. BMC Digital Health 2024;2(1) View
- Amirthalingam P, Alatawi Y, Chellamani N, Shanmuganathan M, Ali M, Alqifari S, Mani V, Dhanasekaran M, Alqahtani A, Alanazi M, Aljabri A. Sea Horse Optimization–Deep Neural Network: A Medication Adherence Monitoring System Based on Hand Gesture Recognition. Sensors 2024;24(16):5224 View
- Wiebe M, Mackay M, Krishnan R, Tian J, Larsson J, Modanloo S, Job McIntosh C, Sztym M, Elton-Smith G, Rose A, Ho C, Greenshaw A, Cao B, Chan A, Hayward J, Frasch M. Feasibility characteristics of wrist-worn fitness trackers in health status monitoring for post-COVID patients in remote and rural areas. PLOS Digital Health 2024;3(8):e0000571 View
- Kamis A, Gadia N, Luo Z, Ng S, Thumbar M. Obtaining the Most Accurate, Explainable Model for Predicting Chronic Obstructive Pulmonary Disease: Triangulation of Multiple Linear Regression and Machine Learning Methods. JMIR AI 2024;3:e58455 View
- Debeij S, Aardoom J, Haaksma M, Stoop W, van Dam van Isselt E, Kasteleyn M. The Potential Use and Value of a Wearable Monitoring Bracelet for Patients With Chronic Obstructive Pulmonary Disease: Qualitative Study Investigating the Patient and Health Care Professional Perspectives. JMIR Formative Research 2024;8:e57108 View
- Fatima M, Ahmad A, Butt I, Arshad S, Kiani B. Geospatial modelling of ambient air pollutants and chronic obstructive pulmonary diseases at regional scale in Pakistan. Environmental Monitoring and Assessment 2024;196(10) View
- Huang L, Guan Q, Lu R, Zhang Z, Liu C, Tian Y, Li J. Mechanism underlying the therapeutic effects of effective component compatibility of Bufei Yishen formula III combined with exercise rehabilitation on chronic obstructive pulmonary disease. Annals of Medicine 2024;56(1) View
- Chen C, Lai F, Huang L, Guo Y. Short- and medium-term cumulative effects of traffic-related air pollution on resting heart rate in the elderly: A wearable device study. Ecotoxicology and Environmental Safety 2024;285:117140 View
- Sundas A, Contreras I, Mujahid O, Beneyto A, Vehi J. The Effects of Environmental Factors on General Human Health: A Scoping Review. Healthcare 2024;12(21):2123 View
Books/Policy Documents
- Dhaliwal M, Sharma R, Bindra N. Machine Learning, Image Processing, Network Security and Data Sciences. View
- Cai Y, Li J, Fan L, Jiang J. LISS 2021. View
- Latif T, Dieffenderfer J, da Silva R, Lobaton E, Bozkurt A. Encyclopedia of Sensors and Biosensors. View
- Kabir R, Syed H, Vinnakota D, Sivasubramanian M, Hitch G, Okello S, Sharon-Shivuli-Isigi , Pulikkottil A, Mahmud I, Dehghani L, Parsa A. Deep Learning in Personalized Healthcare and Decision Support. View
- Cano I, Arismendi E, Borrat X. Digital Respiratory Healthcare. View
- Tran L, Thi H, Chu D. Advances in Bioinformatics. View