Cardiac Risk and Cardiac Risk Calculators

Identification of Risk Groups for and Factors Affecting Metabolic Syndrome in South Korean Single-Person Households Using Latent Class Analysis and Machine Learning Techniques: Secondary Analysis Study

Ji-Soo Lee, Soo-Kyoung Lee

JMIR Form Res 2023 (Sep 12); 7:e42756

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A Web-Based Application for Risk Stratification and Optimization in Patients With Cardiovascular Disease: Pilot Study

Avinash Pandey, Marie Michelle D'Souza, Amritanshu Shekhar Pandey, Hassan Mir

JMIR Cardio 2023 (Aug 03); 7:e46533

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The Impact and Perception of England’s Web-Based Heart Age Test of Cardiovascular Disease Risk: Mixed Methods Study

Victoria Riley, Christopher Gidlow, Sophia Fedorowicz, Catherine Lagord, Katherine Thompson, Joshua Woolner, Rosie Taylor, Jade Clark, Andrew Lloyd-Harris

JMIR Cardio 2023 (Feb 06); 7:e39097

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When Heart Beats Differently in Depression: Review of Nonlinear Heart Rate Variability Measures

Milena Čukić, Danka Savić, Julia Sidorova

JMIR Ment Health 2023 (Jan 17); 10:e40342

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The Impact of Time Horizon on Classification Accuracy: Application of Machine Learning to Prediction of Incident Coronary Heart Disease

Steven Simon, Divneet Mandair, Abdel Albakri, Alison Fohner, Noah Simon, Leslie Lange, Mary Biggs, Kenneth Mukamal, Bruce Psaty, Michael Rosenberg

JMIR Cardio 2022 (Nov 02); 6(2):e38040

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Home Telemonitoring and a Diagnostic Algorithm in the Management of Heart Failure in the Netherlands: Cost-effectiveness Analysis

Fernando Albuquerque de Almeida, Isaac Corro Ramos, Maiwenn Al, Maureen Rutten-van Mölken

JMIR Cardio 2022 (Aug 04); 6(2):e31302

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Risk Prediction of Major Adverse Cardiovascular Events Occurrence Within 6 Months After Coronary Revascularization: Machine Learning Study

Jinwan Wang, Shuai Wang, Mark Xuefang Zhu, Tao Yang, Qingfeng Yin, Ya Hou

JMIR Med Inform 2022 (Apr 20); 10(4):e33395

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Authors’ Reply to: Using Caution When Interpreting Gender-Based Relative Risk. Comment on “The Effect of Cardiovascular Comorbidities on Women Compared to Men: Longitudinal Retrospective Analysis”

Elma Dervic, Carola Deischinger, Nina Haug, Michael Leutner, Alexandra Kautzky-Willer, Peter Klimek

JMIR Cardio 2022 (Mar 25); 6(1):e36801

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Using Caution When Interpreting Gender-Based Relative Risk. Comment on “The Effect of Cardiovascular Comorbidities on Women Compared to Men: Longitudinal Retrospective Analysis”

Imre Janszky

JMIR Cardio 2022 (Mar 25); 6(1):e34647

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Web-Based Tool (FH Family Share) to Increase Uptake of Cascade Testing for Familial Hypercholesterolemia: Development and Evaluation

Hana Bangash, Ahmed Makkawy, Justin H Gundelach, Alexandra A Miller, Kimberly A Jacobson, Iftikhar J Kullo

JMIR Hum Factors 2022 (Feb 15); 9(1):e32568

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Investigating Genetic and Other Determinants of First-Onset Myocardial Infarction in Malaysia: Protocol for the Malaysian Acute Vascular Events Risk Study

Rajiv Chowdhury, Mohd Fairulnizal Md Noh, Sophia Rasheeqa Ismail, Kim Robin van Daalen, Puteri Sofia Nadira Megat Kamaruddin, Siti Hafizah Zulkiply, Nur Hayati Azizul, Norhayati Mustafa Khalid, Azizan Ali, Izyan Mohd Idris, Yong Shih Mei, Shazana Rifham Abdullah, Norfashihah Faridus, Nur Azirah Md Yusof, Nur Najwa Farahin M Yusoff, Rahman Jamal, Aizai Azan Abdul Rahim, Abdul Kahar Abdul Ghapar, Ammu Kutty Radhakrishnan, Alan Yean Yip Fong, Omar Ismail, Saravanan Krishinan, Chuey Yan Lee, Liew Houng Bang, Eashwary Mageswaren, Kauthaman Mahendran, Nor Hanim Mohd Amin, Gunavathy Muthusamy, Aaron Ong Hean Jin, Ahmad Wazi Ramli, Noel Thomas Ross, Anwar Irawan Ruhani, Mansor Yahya, Yusniza Yusoff, Siti Khairani Zainal Abidin, Laryssa Amado, Thomas Bolton, Sophie Weston, Jason Crawte, Niko Ovenden, Ank Michielsen, Md Mostafa Monower, Wan Rozita Wan Mahiyuddin, Angela Wood, Emanuele Di Angelantonio, Nur Suffia Sulaiman, John Danesh, Adam S Butterworth

JMIR Res Protoc 2022 (Feb 10); 11(2):e31885

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Machine Learning for Cardiovascular Outcomes From Wearable Data: Systematic Review From a Technology Readiness Level Point of View

Arman Naseri Jahfari, David Tax, Marcel Reinders, Ivo van der Bilt

JMIR Med Inform 2022 (Jan 19); 10(1):e29434

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Artificial Intelligence in Predicting Cardiac Arrest: Scoping Review

Asma Alamgir, Osama Mousa, Zubair Shah

JMIR Med Inform 2021 (Dec 17); 9(12):e30798

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Interventions Using Heart Age for Cardiovascular Disease Risk Communication: Systematic Review of Psychological, Behavioral, and Clinical Effects

Carissa Bonner, Carys Batcup, Samuel Cornell, Michael Anthony Fajardo, Anna L Hawkes, Lyndal Trevena, Jenny Doust

JMIR Cardio 2021 (Nov 05); 5(2):e31056

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The Effect of Cardiovascular Comorbidities on Women Compared to Men: Longitudinal Retrospective Analysis

Elma Dervic, Carola Deischinger, Nils Haug, Michael Leutner, Alexandra Kautzky-Willer, Peter Klimek

JMIR Cardio 2021 (Oct 04); 5(2):e28015

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Multiscale Biology of Cardiovascular Risk in Psoriasis: Protocol for a Case-Control Study

Hannah Kaiser, Amanda Kvist-Hansen, Christine Becker, Xing Wang, Benjamin D McCauley, Martin Krakauer, Peter Michael Gørtz, Kristoffer Mads Aaris Henningsen, Claus Zachariae, Lone Skov, Peter Riis Hansen

JMIR Res Protoc 2021 (Sep 28); 10(9):e28669

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Predicting the Mortality and Readmission of In-Hospital Cardiac Arrest Patients With Electronic Health Records: A Machine Learning Approach

Chien-Yu Chi, Shuang Ao, Adrian Winkler, Kuan-Chun Fu, Jie Xu, Yi-Lwun Ho, Chien-Hua Huang, Rohollah Soltani

J Med Internet Res 2021 (Sep 13); 23(9):e27798

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Predictive Monitoring–Impact in Acute Care Cardiology Trial (PM-IMPACCT): Protocol for a Randomized Controlled Trial

Jessica Keim-Malpass, Sarah J Ratcliffe, Liza P Moorman, Matthew T Clark, Katy N Krahn, Oliver J Monfredi, Susan Hamil, Gholamreza Yousefvand, J Randall Moorman, Jamieson M Bourque

JMIR Res Protoc 2021 (Jul 02); 10(7):e29631

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Mortality Prediction of Patients With Cardiovascular Disease Using Medical Claims Data Under Artificial Intelligence Architectures: Validation Study

Linh Tran, Lianhua Chi, Alessio Bonti, Mohamed Abdelrazek, Yi-Ping Phoebe Chen

JMIR Med Inform 2021 (Apr 01); 9(4):e25000

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Predicting Cardiovascular Risk Using Social Media Data: Performance Evaluation of Machine-Learning Models

Anietie U Andy, Sharath C Guntuku, Srinath Adusumalli, David A Asch, Peter W Groeneveld, Lyle H Ungar, Raina M Merchant

JMIR Cardio 2021 (Feb 19); 5(1):e24473

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