Prof Uwe Aickelin
Head, School of Computing and Information Systems
School of Computing and Information Systems
358 Scholarly works
11 Projects
HIGHLIGHTS
2026
Conference Proceedings
Improving Emergency Department Decision-Making Through High-Cardinality Feature Integration
DOI: 10.1007/978-3-032-10685-8_92026
Conference Proceedings
Order-Aware Metric Learning for Electronic Health Records Applications
DOI: 10.5220/00143160000040702026
Book Chapter
Efficient Selection of Low-Fidelity Data for Multi-fidelity Surrogate Models
DOI: 10.1007/978-981-95-7072-0_322022
Research grants (ARC, NHMRC, MRFF)
ARC Research Hub for Digital Bioprocess Development
2021
Research contracts (non-grants)
Faster, Smarter Pharma and Food Manufacturing
2021
Research Contracts
Faster, Smarter Pharma and Food Manufacturing
2021
Journal article
A review on human–ai interaction in machine learning and insights for medical applications
DOI: 10.3390/ijerph18042121
RECENT SCHOLARLY WORKS
2025
Journal article
Breathing Cycle-Aware Segmentation for Patient-Ventilator Asynchrony Detection
DOI: 10.1109/JBHI.2025.36192692025
Journal article
Development of a Machine Learning Model for Predicting Treatment-Related Amenorrhea in Young Women with Breast Cancer
DOI: 10.3390/bioengineering121111712025
Journal article
Uncertainty-aware non-invasive patient–ventilator asynchrony detection using latent Gaussian mixture generative classifier with noisy label correction
DOI: 10.1007/s41060-024-00556-32025
Dataset
400,000 in-silico CHO-K1 fed-batch runs with different media concentrations, feeding strategies, and initial seeding densities
DOI: 10.26188/289430962025
Journal article
Capturing uncertainty in black-box chromatography modelling using conformal prediction and Gaussian processes
DOI: 10.1016/j.compchemeng.2025.1091362025
Journal article
A synthetic over-sampling method with minority and majority classes for imbalance problems
DOI: 10.1007/s10115-025-02394-62025
Journal article
Developing interpretable machine learning models to predict length of stay and disposition decision for adult patients in emergency departments
DOI: 10.1136/bmjhci-2024-101152
RECENT PROJECTS
2025
Research grants (international)
Institutional Support