AIHealth 2025, The Second International Conference on AI-Health

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Type: conference

Notes: IARIA Conference.

Editors:
Les Sztandera, Thomas Jefferson University, USA

ISBN: 978-1-68558-247-0

Location: Lisbon, Portugal

Dates: from March 9, 2025 to March 13, 2025

Articles: there are 12 articles

Revolutionizing Prostate Cancer Diagnosis: An Integrated Approach for Gleason Grade Classification and Explainability
Anil Gavade, Rajendra Nerli, Shridhar Ghagane, and Les Sztandera
keywords: Cancer diagnosis; Dimensionality reduction; Explainable AI; Feature extraction; Gleason grade classification.

Heavy Metals in Human Health and Pregnancy: How Data Analysis, Mining, and Modeling Present a Solution
Emma Frennborn, Khalil Rust, and Les Sztandera
keywords: data mining; data modeling; databases; heavy metals; neonatal health; maternal health

Recent Advances in Machine Learning for Log File-Based PSQA for IMRT and VMAT
Kellin De Jesus, Leon Dunn, David Thomas, and Les Sztandera
keywords: deep learning; machine learning; quality assurance; volumetric-arc radiation therapy; intensity-modulated radiation therapy

Data Mining Techniques in Online Health Communities
Cassandra Mikkelson and Cali Sweitzer
keywords: data mining; online health communities; Patient Sentiment; Sentiment Analysis; Healthcare Data Transformation.

Detecting Suicide Risk and Exploring Contributing Factors: Classification and Topic Modeling of Social Media Data
Evan Dan, Jianfeng Zhu, and Ruoming JIn
keywords: Suicide; The Llama 3-8b; Mistral-7b; GPT-4o; Reddit; BERTopic Modeling; contributing factors

BARRIER: Beta-Secretase 1 Reduction for Amyloid Plaque Regulation through Inhibition Exploration and Research
Neel Banga
keywords: Alzheimer's, Beta-Secretase 1, Machine Learning, Transformer model, Drug Discovery

A Hybrid Machine Learning Approach for Enhanced Skin Cancer Diagnosis Using Convolutional Neural Networks, Support Vector Machines, and Gradient Boosting
Fazila Patel, Adedayo Olowolayemo, and Amina Souag
keywords: Hybrid Machine Learning; Skin Cancer; Convolutional Neural Networks; Support Vector Machines; and Gradient Boosting

Comparative Case Study on Implementing Generative AI in Medical Practices to Ease Documentative Overburden: A Sociotechnical Systems Perspective
Sri Ramesh Eevani and Rajiv Nag
keywords: Physician Burnout, Documentation Overburden, Generative AI, Medical Practices; Clinical Documentation

Personalized Automated Blood Glucose Forecasting for Type-1 Diabetes Using Machine Learning Algorithms
Avijay Sen, Dr. Sindhu Ghanta, and Pallavi Bajpai
keywords: blood glucose prediction; Type-1 Diabetes Mellitus; insulin delivery system

NextStep: Optimizing Healthcare Resource Delivery Using a Multilingual Artificial Intelligence Assistant
Abhinav Kona and Bibek Samal
keywords: Artificial Intelligence; Social Determinants of Health; Medical Resources; Smart Assistant

A Dual-Approach to Benign and Malignant Tumor Detection: Classification and Segmentation Using Advanced Deep Learning Models
Caitlin Dosch and Shilpi Shaw
keywords: breast lesions; deep learning; image classification

Determinants of User Trust in an AI-enabled System in the Development Stage
Pi-Yang Weng
keywords: XAI, interpretability, explainability, satisfaction, trust.