3 papers
cs.CY2025
Proactive HIV Care: AI-Based Comorbidity Prediction from Routine EHR Data
Solomon Russom, Dimitrios Kollias, Qianni Zhang
People living with HIV face a high burden of comorbidities, yet early detection is often limited by symptom-driven screening. We evaluate the potential of AI to predict multiple co…
cs.LG2024
Can Machine Learning Assist in Diagnosis of Primary Immune Thrombocytopenia? A feasibility study
Haroon Miah, Dimitrios Kollias, Giacinto Luca Pedone +2
Primary Immune thrombocytopenia (ITP) is a rare autoimmune disease characterised by immune-mediated destruction of peripheral blood platelets in patients leading to low platelet co…
eess.IV2023
BTDNet: a Multi-Modal Approach for Brain Tumor Radiogenomic Classification
Dimitrios Kollias, Karanjot Vendal, Priyanka Gadhavi +1
Brain tumors pose significant health challenges worldwide, with glioblastoma being one of the most aggressive forms. Accurate determination of the O6-methylguanine-DNA methyltransf…