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Implantable Cardioverter Defibrillator mHealth App for Physician Referrals and eHealth Education: ICD-TEACH Pilot Study

Implantable Cardioverter Defibrillator mHealth App for Physician Referrals and eHealth Education: ICD-TEACH Pilot Study

ICD-TEACH was a single-center pilot study designed to assess the usability and feasibility of m Health for implantable cardioverter defibrillator physician decision support and direct referral to a regional arrhythmia center.

Sumeet Gandhi, Carlos A Morillo, Jon-David Schwalm

JMIR Cardio 2018;2(2):e10499

Patient Embeddings From Diagnosis Codes for Health Care Prediction Tasks: Pat2Vec Machine Learning Framework

Patient Embeddings From Diagnosis Codes for Health Care Prediction Tasks: Pat2Vec Machine Learning Framework

In these records, patients’ medical diagnoses are often coded according to a string-based disease classification convention, for example, the International Statistical Classification of Diseases and Related Health Problems, 10th Revision (ICD-10) [5]. Their sequence of ICD codes characterizes the medical history of every patient.

Edgar Steiger, Lars Eric Kroll

JMIR AI 2023;2:e40755

Synchronous Web-Based Psychotherapy for Mental Disorders From a Health Quality Perspective: Scoping Review

Synchronous Web-Based Psychotherapy for Mental Disorders From a Health Quality Perspective: Scoping Review

This scoping review aims to systematically map, through the lens of the AQMH, the existing peer-reviewed research on synchronous, therapist-delivered web-based psychotherapy for individuals with a mental illness, diagnosed according to the Diagnostic and Statistical Manual of Mental Disorders (DSM) or International Statistical Classification of Diseases (ICD).

Raman Dhaliwal, Sidney Yap, Fernanda Talarico, Huda Al-Shamali, Robert Mcweeny, Matthew Reeson, Reham Shalaby, Teresa Chen, Elena Spronk, Rayven Snodgrass, Eileen Tu, Taylor Erick, Tyler Marshall, Megan Kennedy, Andrew J Greenshaw, Olga Winkler, Lisa Burback

J Med Internet Res 2023;25:e40710

Physical Activity, Heart Rate Variability, and Ventricular Arrhythmia During the COVID-19 Lockdown: Retrospective Cohort Study

Physical Activity, Heart Rate Variability, and Ventricular Arrhythmia During the COVID-19 Lockdown: Retrospective Cohort Study

Herein, we report the changes in physical activity and HRV in patients with ICD during the COVID-19 lockdown of March 2020 in Ontario, Canada. Sunnybrook Hospital is a regional cardiac center in Ontario, Canada. The Sunnybrook ICD clinical electronic medical record database (Paceart Optima System, version 1.8.269.0; Medtronic) was searched to identify all actively followed patients with ICD with data on physical activity and HRV in March 2020.

Sikander Z Texiwala, Russell J de Souza, Suzette Turner, Sheldon M Singh

JMIR Cardio 2024;8:e51399

Investigating the Cost-Effectiveness of Telemonitoring Patients With Cardiac Implantable Electronic Devices: Systematic Review

Investigating the Cost-Effectiveness of Telemonitoring Patients With Cardiac Implantable Electronic Devices: Systematic Review

Follow-Up Schedule With Telecardiology. k Euro Eco: European Health Economic Trial on Home Monitoring in ICD Patients. l VVI-ICD: single-chamber ICD. m DDD-ICD: dual-chamber ICD. n SAVE-HM: Socio-Economic Effects and Cost Saving Potential of Remote Patient Monitoring.

Sarah Raes, Andrea Prezzi, Rik Willems, Hein Heidbuchel, Lieven Annemans

J Med Internet Res 2024;26:e47616

Monitoring Patients With Implantable Cardioverter Defibrillators Using Mobile Phone Electrocardiogram: Case Study

Monitoring Patients With Implantable Cardioverter Defibrillators Using Mobile Phone Electrocardiogram: Case Study

For ICD patients, using a Kardia Mobile by Alive Cor, Inc [9] device with the associated Kardia app has been one way that patients are able to increase their patient engagement. The Kardia Mobile mobile ECG (m ECG) device is one of many recently developed, noninvasive diagnostic tools. Although using these devices does not replace the need for regularly scheduled 12-lead ECG readings, more frequent screening allows patients to play a more substantial role in their health care.

Caley Kropp, Jordan Ellis, Rajasekhar Nekkanti, Samuel Sears

JMIR Cardio 2018;2(1):e5

Autonomous International Classification of Diseases Coding Using Pretrained Language Models and Advanced Prompt Learning Techniques: Evaluation of an Automated Analysis System Using Medical Text

Autonomous International Classification of Diseases Coding Using Pretrained Language Models and Advanced Prompt Learning Techniques: Evaluation of an Automated Analysis System Using Medical Text

In addition, the ICD-10 automatic coding system accelerates disease diagnosis and treatment planning for medical practitioners, thereby improving medical efficacy and quality. Compared with the original ICD code, ICD-10 provides over 14,000 distinct disease codes (in contrast to the thousands in ICD-9), enabling more detailed disease classification.

Yan Zhuang, Junyan Zhang, Xiuxing Li, Chao Liu, Yue Yu, Wei Dong, Kunlun He

JMIR Med Inform 2025;13:e63020

A Multimorbidity Analysis of Hospitalized Patients With COVID-19 in Northwest Italy: Longitudinal Study Using Evolutionary Machine Learning and Health Administrative Data

A Multimorbidity Analysis of Hospitalized Patients With COVID-19 in Northwest Italy: Longitudinal Study Using Evolutionary Machine Learning and Health Administrative Data

Similarly, from the hospital discharge data, the 9th International Classification of Diseases-Clinical Modification (ICD-9-CM) codes [30] (as diagnosis codes) were used, and one-hot encoding was applied. Following these transformations, only drug codes and diagnosis codes meeting the criterion “at least 100 patients with this code in the COVID-19-positive patients’ data” are retained.

Dayana Benny, Mario Giacobini, Alberto Catalano, Giuseppe Costa, Roberto Gnavi, Fulvio Ricceri

JMIR Public Health Surveill 2024;10:e52353

Awareness and Potential Impacts of the Medicalization of Internet Gaming Disorder: Cross-sectional Survey Among Adolescents in China

Awareness and Potential Impacts of the Medicalization of Internet Gaming Disorder: Cross-sectional Survey Among Adolescents in China

Following the Diagnostic and Statistical Manual of Mental Disorders, Fifth Edition (DSM-5) definition announced in 2013, the World Health Organization (WHO) listed internet gaming disorder (IGD) as a subtype of gaming disorder in the International Classification of Diseases, Eleventh Revision (ICD-11) in 2018 [3] and formally endorsed the decision in May 2019 [4].

Yanqiu T.f. Yu, Ji-Bin Li, Joseph T F Lau

J Med Internet Res 2021;23(2):e22393

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