75 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- Trinity College DublinIE5 papers
- University College DublinIE4 papers
- Dublin City UniversityIE3 papers
- Ollscoil na Gaillimhe – University of GalwayIE2 papers
- 22q11 IrelandIE1 paper
- Atlantic Technological UniversityIE1 paper
- Beaumont HospitalIE1 paper
- Beaumont Hospital, DearbornUS1 paper
- Botsford HospitalUS1 paper
- City UniversityBD1 paper
- Conway School of Landscape DesignUS1 paper
- Fraunhofer Research Institution for Additive Manufacturing Technologies IAPTDE1 paper
7 papers
Retrieval-aligned Tabular Foundation Models Enable Robust Clinical Risk Prediction in Electronic Health Records Under Real-world Constraints
Minh-Khoi Pham, Thang-Long Nguyen Ho, Thao Thi Phuong Dao +8
Clinical prediction from structured electronic health records (EHRs) is challenging due to high dimensionality, heterogeneity, class imbalance, and distribution shift. While tabula…
Explainable AI for Infection Prevention and Control: Modeling CPE Acquisition and Patient Outcomes in an Irish Hospital with Transformers
Minh-Khoi Pham, Tai Tan Mai, Martin Crane +9
Carbapenemase-Producing Enterobacteriace poses a critical concern for infection prevention and control in hospitals. However, predictive modeling of previously highlighted CPE-asso…
Proton Resonance Shift Thermometry: A review of modern clinical practices
J. Blackwell, M. J. Krasny, A. O'Brien +4
Magnetic Resonance Imaging (MRI) has become a popular modality in guiding minimally invasive thermal therapies, due to its advanced, non-ionizing, imaging capabilities and its abil…
Single and Multi-Objective Real-Time Optimisation of an Industrial Injection Moulding Process via a Bayesian Adaptive Design of Experiment Approach
Mandana Kariminejad, David Tormey, Caitríona Ryan +3
Minimising cycle time without inducing quality defects is a major challenge in the injection moulding (IM). Design of Experiment methods (DoE) have been widely studied for optimisa…
Derm-T2IM: Harnessing Synthetic Skin Lesion Data via Stable Diffusion Models for Enhanced Skin Disease Classification using ViT and CNN
Muhammad Ali Farooq, Wang Yao, Michael Schukat +2
This study explores the utilization of Dermatoscopic synthetic data generated through stable diffusion models as a strategy for enhancing the robustness of machine learning model t…
Feature Fusion of Raman Chemical Imaging and Digital Histopathology using Machine Learning for Prostate Cancer Detection
Trevor Doherty, Susan McKeever, Nebras Al-Attar +10
The diagnosis of prostate cancer is challenging due to the heterogeneity of its presentations, leading to the over diagnosis and treatment of non-clinically important disease. Accu…
Assessing Automated Machine Learning service to detect COVID-19 from X-Ray and CT images: A Real-time Smartphone Application case study
Razib Mustafiz, Khaled Mohsin
The recent outbreak of SARS COV-2 gave us a unique opportunity to study for a non interventional and sustainable AI solution. Lung disease remains a major healthcare challenge with…