Artificial Intelligence in Healthcare

.- Ethics of AI in healthcare

.- Empirical Study of Social Bias in Medical Question Answering via Large Language Models.
.- Prompt Injection is All You Need: A Systemic Framework for Evaluating Healthcare Misinformation in LLMs.
.- Early diagnosis and prevention

.- Beyond Accuracy: Enhancing Parkinson's Diagnosis with Uncertainty Quantification of Machine Learning Models.
.- Feature extraction from medical records to increase the accuracy of intracranial aneurysm rupture likelihood.
.- Automated Gross Tumor Volume Segmentation in Meningioma Using Squeeze and Excitation Residual U-Net for Enhanced Radiotherapy Planning.
.- Ensemble Models for Real-Time Fetal Monitoring Using Discrete Segmentation of Cardiotocography.
.- Knowledge Distillation for Computationally Tractable Brain Tumour Segmentation in Sub-Saharan Africa.
.- MICA: A Multimodal Intelligent Cognitive Assessment Framework Integrating Generative AI and Social Robot for Early Cognitive Intervention.
.- Transfer Learning-Based Classification of Diabetic Retinopathy Using a Pre-trained InceptionResNet Model.
.- Markers of Fibromyalgia: Classification and Subtyping Using Self-Reported Measures.
.- Early objective ASD screening system based on eye tracking and machine learning.

.- Proactive care and predictive intervention

.- Performance comparison of machine learning models for the prediction of dialysis treatment variables.
.- Dynamic and explainable mortality risk prediction for TBI patients in the ICU.
.- Opportunistic Screening of Osteoporosis from Dental Panoramic Radiographs using Deep Learning.
.- Speech Breathing Under Cognitive Load: A Pilot Study of English and Arabic Bilingual Adaptation Using the Helicopter Task.
.- Affective State and Pain Estimation through Facial Emotion Analysis.
.- Adaptive Biofeedback for Digital Physiotherapy Using Sakoe-Chiba Constrained Pose Matching.

.- Predictive analytics in healthcare

.- Translating Genes into Insight: Causal Genomics for Diabetes Risk Prediction.
.- A machine learning-based surrogate model of a hemodialyzer for the prediction of the urea dialyzer clearance.

.- Multimodal generative AI

.- CLAIM: Clinically-Guided LGE Augmentation for Realistic and Diverse Myocardial Scar Synthesis and Segmentation.
.- DiabEye-Q: AI-driven Longitudinal Analysis of Ophthalmoscopic Images for Early Diabetes Prediction in Qatari Adults.

.- Healthcare workflow optimisation and automation

.- Concept Type Prompt Patterns for Automated Medical Reporting in Healthcare.
.- Exploring applicability of Text-to-Image models for generating aphasia rehabilitation material.
.- Evaluating the feasibility of using smaller Large Language Models for generating impressions from findings in radiology reports.

.- Machine and deep learning approaches for health data

.- A Comparison of Potentials and Limitations of Transformer Models for Aspect-based Medical Sentiment Analysis.
.- Intelligent Blood Product Management in Hospital: A Data-Driven Model for Optimizing Platelet Inventory.
.- High-Confidence Labelling of Pathology Reports using LLM-Based Unanimous Ensembles with Limited Data.
.- Physicochemical-Based Deep Learning for Allergenicity Prediction.
.- Multi-Modal Deep Learning with Spatial Transformers for Biparametric MRI Prostate Cancer Classification.
.- BCONDS: Borderline Counterfactual Oversampling with Noise elimination and Density Scoring.