Nicholas I-Hsien Kuo

23 papers B 1Misc 3Journal 14Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
PRIME-CVD: A Parametrically Rendered Informatics Medical Environment for Education in Cardiovascular Risk Modelling.
CoRR
Nicholas I-Hsien Kuo, Marzia Hoque Tania, Blanca Gallego, Louisa Jorm
2025 J jnl
Attention-Based Synthetic Data Generation for Calibration-Enhanced Survival Analysis: A Case Study for Chronic Kidney Disease Using Electronic Health Records.
CoRR
Nicholas I-Hsien Kuo, Blanca Gallego, Louisa Jorm
2025 J jnl
Attention-based synthetic data generation for calibration-enhanced survival analysis: A case study for chronic kidney disease using electronic health records.
J. Biomed. Informatics
Nicholas I-Hsien Kuo, Blanca Gallego, Louisa Jorm
2025 J jnl
Generative AI mitigates representation bias and improves model fairness through synthetic health data.
PLoS Comput. Biol.
Raffaele Marchesi, Nicolo Micheletti, Nicholas I-Hsien Kuo, Sebastiano Barbieri, Giuseppe Jurman, Venet Osmani
2025 J jnl
Limits of Generative Pre-Training in Structured EMR Trajectories with Irregular Sampling.
CoRR
Nicholas I-Hsien Kuo, Blanca Gallego, Louisa Jorm
2025 — conf
Masked Clinical Modelling: A Framework for Synthetic and Augmented Survival Data Generation.
MedInfo
Nicholas I-Hsien Kuo, Blanca Gallego, Louisa R. Jorm
2024 J jnl
CK4Gen: A Knowledge Distillation Framework for Generating High-Utility Synthetic Survival Datasets in Healthcare.
CoRR
Nicholas I-Hsien Kuo, Blanca Gallego, Louisa Jorm
2024 Misc conf
Hands-On NLP with Hugging Face: ALTA 2024 Tutorial on Efficient Fine-Tuning and Quantisation.
ALTA
Nicholas I-Hsien Kuo
2024 J jnl
Masked Clinical Modelling: A Framework for Synthetic and Augmented Survival Data Generation.
CoRR
Nicholas I-Hsien Kuo, Blanca Gallego, Louisa Jorm
2024 Misc ed.
Proceedings of the 22nd Annual Workshop of the Australasian Language Technology Association, ALTA 2024, Canberra, Australia, December 2-4, 2024
ALTA
Gabriela Ferraro, Tim Baldwin, Sergio José Rodríguez Méndez, Nicholas I-Hsien Kuo
2023 J jnl
Generating synthetic clinical data that capture class imbalanced distributions with generative adversarial networks: Example using antiretroviral therapy for HIV.
J. Biomed. Informatics
Nicholas I-Hsien Kuo, Federico Garcia, Anders Sönnerborg, Michael Böhm, Rolf Kaiser, Maurizio Zazzi, Mark N. Polizzotto, Louisa Jorm, Sebastiano Barbieri
2023 — conf
Rule-Based Natural Language Processing Pipeline to Detect Medication-Related Named Entities: Insights for Transfer Learning.
MedInfo
Zoie Shui-Yee Wong, Neil Waters, Nicholas I-Hsien Kuo, Jiaxing Liu
2023 J jnl
Synthetic Health-related Longitudinal Data with Mixed-type Variables Generated using Diffusion Models.
CoRR
Nicholas I-Hsien Kuo, Louisa Jorm, Sebastiano Barbieri
2022 J jnl
Generating Synthetic Clinical Data that Capture Class Imbalanced Distributions with Generative Adversarial Networks: Example using Antiretroviral Therapy for HIV.
CoRR
Nicholas I-Hsien Kuo, Louisa Jorm, Sebastiano Barbieri
2022 J jnl
The Health Gym: Synthetic Health-Related Datasets for the Development of Reinforcement Learning Algorithms.
CoRR
Nicholas I-Hsien Kuo, Mark N. Polizzotto, Simon Finfer, Federico Garcia, Anders Sönnerborg, Maurizio Zazzi, Michael Böhm, Louisa Jorm, Sebastiano Barbieri
2021 — conf
Learning to Continually Learn Rapidly from Few and Noisy Data.
MetaDL@AAAI
Nicholas I-Hsien Kuo, Mehrtash Harandi, Nicolas Fourrier, Christian Walder, Gabriela Ferraro, Hanna Suominen
2021 J jnl
Learning to Continually Learn Rapidly from Few and Noisy Data.
CoRR
Nicholas I-Hsien Kuo, Mehrtash Harandi, Nicolas Fourrier, Christian Walder, Gabriela Ferraro, Hanna Suominen
2021 — conf
Plastic and Stable Gated Classifiers for Continual Learning.
CVPR Workshops
Nicholas I-Hsien Kuo, Mehrtash Harandi, Nicolas Fourrier, Christian Walder, Gabriela Ferraro, Hanna Suominen
2021 J jnl
Synthetic Acute Hypotension and Sepsis Datasets Based on MIMIC-III and Published as Part of the Health Gym Project.
CoRR
Nicholas I-Hsien Kuo, Mark N. Polizzotto, Simon Finfer, Louisa Jorm, Sebastiano Barbieri
2020 Misc conf
An Automatic Vowel Space Generator for Language Learner Pronunciation Acquisition and Correction.
ALTA
Xinyuan Chao, Charbel El-Khaissi, Nicholas I-Hsien Kuo, Priscilla Kan John, Hanna Suominen
2020 B conf
An Input Residual Connection for Simplifying Gated Recurrent Neural Networks.
IJCNN
Nicholas I-Hsien Kuo, Mehrtash Harandi, Nicolas Fourrier, Christian Walder, Gabriela Ferraro, Hanna Suominen
2020 — conf
M
CVPR Workshops
Nicholas I-Hsien Kuo, Mehrtash Harandi, Nicolas Fourrier, Christian Walder, Gabriela Ferraro, Hanna Suominen
2020 J jnl
MTL2L: A Context Aware Neural Optimiser.
CoRR
Nicholas I-Hsien Kuo, Mehrtash Harandi, Nicolas Fourrier, Christian Walder, Gabriela Ferraro, Hanna Suominen