Sorayya A. Malek

Kuala Lumpur, Malaysia

Last Updated: 09/26/2026

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Found 25 publications

Predicting medication non-adherence using machine learning: Incorporating Complementary and Alternative Medicine (CAM) beliefs in Malaysian chronic disease patients.

Predicting medication non-adherence using machine learning: Incorporating Complementary and Alternative Medicine (CAM) beliefs in Malaysian chronic disease patients.

Journal: PloS one

Published: October 19, 2025

Advancing ST-elevated myocardial infarction mortality risk prediction in Asian populations through explainable and calibrated machine learning.

Advancing ST-elevated myocardial infarction mortality risk prediction in Asian populations through explainable and calibrated machine learning.

Journal: Digital health

Published: August 06, 2025

Enhancing cardiovascular risk prediction in Asian populations: A machine learning approach integrated with digital health platforms.

Enhancing cardiovascular risk prediction in Asian populations: A machine learning approach integrated with digital health platforms.

Journal: International journal of cardiology. Cardiovascular risk and prevention

Published: May 14, 2025

Predicting medication wastage using machine learning based on patient beliefs.

Predicting medication wastage using machine learning based on patient beliefs.

Journal: Digital health

Published: November 22, 2024

Machine learning-based prediction of mortality risk from air pollution-induced acute coronary syndrome in the Western Pacific region.

Machine learning-based prediction of mortality risk from air pollution-induced acute coronary syndrome in the Western Pacific region.

Journal: Scientific reports

Published: November 16, 2024

Multiclass leukemia cell classification using hybrid deep learning and machine learning with CNN-based feature extraction.

Multiclass leukemia cell classification using hybrid deep learning and machine learning with CNN-based feature extraction.

Journal: Scientific reports

Published: October 13, 2024

Preliminary study: Data analytics for predicting medication adherence in Malaysian arthritis patients.

Preliminary study: Data analytics for predicting medication adherence in Malaysian arthritis patients.

Journal: Digital health

Published: September 03, 2024

Enhanced cardiovascular risk prediction in the Western Pacific: A machine learning approach tailored to the Malaysian population.

Enhanced cardiovascular risk prediction in the Western Pacific: A machine learning approach tailored to the Malaysian population.

Journal: PloS one

Published: August 22, 2024

Advancing non-ST-elevation myocardial infarction risk assessment with artificial intelligence-based algorithms.

Advancing non-ST-elevation myocardial infarction risk assessment with artificial intelligence-based algorithms.

Journal: The Lancet. Digital health

Published: May 16, 2024

Enhancing reginal wall abnormality detection accuracy: Integrating machine learning, optical flow algorithms, and temporal convolutional networks in multi-view echocardiography.

Enhancing reginal wall abnormality detection accuracy: Integrating machine learning, optical flow algorithms, and temporal convolutional networks in multi-view echocardiography.

Journal: PloS one

Published: April 18, 2024

Predicting mortality risk in hospitalized ACS patients with hypertensive comorbidity: an interpretable machine learning approach.

Predicting mortality risk in hospitalized ACS patients with hypertensive comorbidity: an interpretable machine learning approach.

Journal: BMC medical informatics and decision making

Published: April 15, 2024

Paediatric orthopaedic expert system.

Paediatric orthopaedic expert system.

Journal: Health informatics journal

Published: November 29, 2023

Showing 1-12 of 25

Last Updated: 09/26/2026