Open Access 13 pages

Equity-Centered Oversight of Generative AI Systems in Education: Toward Inclusive, Transparent, and Accountable Learning Technologies

by Haroon Arif, Aamir Raza

JISAS 2025, 1(2), p. 35 — 21 Dec 2026

Abstract: In the education sector, generative AI is gaining traction across applications such as intelligent tutoring, automated feedback, content generation, assessment support, and student advice. The use of these applications c… Read more.

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Open Access 10 pages

Real-Time Object Detection on Raspberry Pi using MobileNet SSD and COCO Dataset

by Kenza Elhaddar, Muhammed Davud

JISAS 2025, 1(2), p. 25 — 30 Dec 2025

Abstract: In this paper, we describe a fully operational real-time object detection system using a MobileNet SSD model with the COCO dataset on a Raspberry Pi-3. The system is written in Python as it provides the OpenCV library th… Read more.

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Open Access 14 pages

Improving Visual Grounding and Clinical Reasoning in Medical Vision-Language Models

by Uzair Iqbal, Hamid Wadood

JISAS 2025, 1(2), p. 11 — 25 Dec 2025

Abstract: Medical vision-language models (VLMs) have increasingly been able to answer medical questions from images and perform multimodal reasoning; however, high accuracy on medical images does not necessarily mean predictions a… Read more.

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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 — 15 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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