Open Access 9 pages

Multimodal Deep Learning on MIMIC-IV ICU Mortality Prediction

by Razia Khan, Erum Erum, Alessandro Ortis

JISAS 2025, 1(2), p. 1 — 25 Dec 2025

Abstract: Proper mortality prediction in the intensive care units (ICUs) is essential to provide timely clinical care and efficient resource allocation. The traditional systems of scoring like SOFA and APACHE II are limited by t… Read more.

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Open Access 21 pages

Breast Cancer Detection Using Features Fusion by Mammography and Ultrasound in GNNs

by Misbah Ayaz, Azka Atiq, Haroon Arif, Georgia Fargetta

JISAS 2025, 1(1), p. 32 — 25 Jun 2025

Abstract: Breast cancer is one of the causes of cancer-related death in all parts of the world, and in this case, early and accurate cancer diagnosis is the key to enhancing patient survival and treatment results. Even though medi… Read more.

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Open Access 18 pages

Optimized Cardiac MRI Feature Tracking of Different Cardiac Events

by Azka Atiq, Akhtar Jamil, Muhammad Atif Saeed, Alaa Ali Hameed

JISAS 2025, 1(1), p. 14 — 10 Jun 2025

Abstract: Automated assessment of cardiac health from magnetic resonance imaging (MRI) plays an important role in assisting the clinical diagnosis of cardiac problems with great accuracy and in a timely manner; however, it is stil… Read more.

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Open Access 13 pages

Enhancing Student Learning Through AI-Driven Content Personalization: A Study on Adaptive Learning Models in Higher Education

by Muhammad Atif Saeed, Faezeh Soleimani

JISAS 2025, 1(1), p. 1 — 09 Jun 2025

Abstract: Artificial intelligence (AI) has been a transformational force in higher education today, providing new opportunities to differentiate instruction to meet individual learning needs. Despite the creation of multiple onlin… Read more.

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Open Access 10 pages

Perception Matters: Exploring Patients’ Perceptions on AV Fistula Formation at Hospitals in Urban Pakistan

by Razia Khan, Aurang Zeb, Nafisa Iqbal, Bushra Sultan

JISAS 2025, 1(1), p. 53 — 21 Dec 2024

Abstract: A Chronic Kidney Disease (CKD) and End-Stage Renal Disease (ESRD) are growing global health issue that requires long-term dialysis. For hemodialysis (HD), an arteriovenous fistula (AVF) is recognized as the preferred vas… Read more.

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