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Real-Time Object Detection on Raspberry Pi using MobileNet SSD and COCO Dataset
Kenza Elhaddar, Muhammed Davud
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 t…
Improving Visual Grounding and Clinical Reasoning in Medical Vision-Language Models
Uzair Iqbal, Hamid Wadood
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 …
Equity-Centered Oversight of Generative AI Systems in Education: Toward Inclusive, Transparent, and Accountable Learning Technologies
Haroon Arif, Aamir Raza
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 …
Multimodal Deep Learning on MIMIC-IV ICU Mortality Prediction
Razia Khan, Erum Erum, Alessandro Ortis
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 …
Breast Cancer Detection Using Features Fusion by Mammography and Ultrasound in GNNs
Misbah Ayaz, Azka Atiq, Haroon Arif, Georgia Fargetta
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 med…
Enhancing Student Learning Through AI-Driven Content Personalization: A Study on Adaptive Learning Models in Higher Education
Muhammad Atif Saeed, Faezeh Soleimani
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 onli…
Optimized Cardiac MRI Feature Tracking of Different Cardiac Events
Azka Atiq, Akhtar Jamil, Muhammad Atif Saeed, Alaa Ali Hameed
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 sti…
Perception Matters: Exploring Patients’ Perceptions on AV Fistula Formation at Hospitals in Urban Pakistan
Razia Khan, Aurang Zeb, Nafisa Iqbal, Bushra Sultan
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 va…