AIHealth 2024, The First International Conference on AI-Health

Type: conference

Notes: IARIA Conference.

Editors:
Maura Mengoni, Polytechnic University of Marche, Italy
Amina Souag, Canterbury Christ Church University, UK

ISBN: 978-1-68558-136-7

Location: Athens, Greece

Dates: from March 10, 2024 to March 14, 2024

Articles: there are 11 articles

The Role of Artificial Intelligence and Machine Learning in Predictive Health Care, Diagnostics, and Personalized Treatment for Seniors
Rüdiger Höfert and Wolfgang Bench
keywords: Artificial Intelligence, Machine Learning, TensorFlow, Keras, Elderly Care

CAD Tool for Breast Cancer Prediction Using Multiple Deep-learning Models
Maura Mengoni, Luca Giraldi, Aubudukaiyoumu Talipu, Giampiero Cimini, Marco Luciani, and Mauro Savino
keywords: breast cancer; Computer-Aided Diagnosis; Histopathological Imaging; Artificial Intelligence

Human-AI Collaboration Cycle in the Development Stage of an AI-enabled System
Pi-Yang Weng, Rua-Huan Tsaih, and Hsin-Lu Chang
keywords: engagement; domain expert; XAI; comprehensibility; trust

Can We Explain Al?: Explainable Al in the Health Domain as Told Through Three European Commission-funded Projects
Lem Ngongalah and Robin Renwick
keywords: Artificial intelligence; healthcare; explainable AI; trustworthiness; transparency

Cancer: Investigating the Impact of the Implementation Platform on Machine Learning Models
Adedayo Olowolayemo, Amina Souag, and Konstantinos Sirlantzis
keywords: Cancer; Machine Learning; Python SciKit-Learn; Knime Analytics; Wisconsin Diagnostic Breast Cancer (WDBC)

Predictive Analytics for Emergency Department Visits Based on Local Short-Term Pollution and Weather Exposure
Isabella Della Torre, Ismaela Avellino, Francesca Marinaro, Andrea Buccoliero, and Antonio Colangelo
keywords: Forecasting; ER accesses; Hospitalisation; Pollution; Weather

Medical Knowledge Harmonization: A Graph-based, Entity-Selective Approach to Multi-source Diagnoses
Andrea Bianchi and Antinisca Di Marco
keywords: medical diagnostics, multi-source diagnosis

Evaluating Text Pre-Processing Strategies for Clinical Document Classification with BERT
Sarah Miller, Serge Sharoff, Geoffrey Hall, and Prabhu Arumugam
keywords: BERT; Clinical Text; Natural Language Processing; Text classification

ChatGPT's Accuracy in Answering the National Medical Licensing Examination in Japan
Takayuki Nakano
keywords: generative AI; ChatGPT; Japanese; Medical Licesing Examination.

Priming Large Language Models for Personalized Healthcare
Madhurima Vardhan, Deepak Nathani, Swarnima Vardhan, and Abhinav Aggarwal
keywords: Large Language Models, Personalized healthcare, fitness coaching, prompt engineering

Efficacy of an AI-Based Weight Loss Digital Therapeutics Platform: A Multidisciplinary Perspective
Sarfraz Khokhar, John Holden, Catherine Toomer, and Linda Whitby
keywords: obesity, weight loss, digital therapeutics, artificial intelligence, expert systems