Allan Tucker
Brunel University London
H-index: 33
Europe-United Kingdom
Top articles of Allan Tucker
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Predicting Performance Drift in AI Models of Healthcare Without Ground Truth Labels | Ylenia Rotalinti Puja Myles Allan Tucker | 2024/4/16 | |
Identifying and handling data bias within primary healthcare data using synthetic data generators | Heliyon | Barbara Draghi Zhenchen Wang Puja Myles Allan Tucker | 2024/1/30 |
Privacy Assessment of Synthetic Patient Data | Ferdoos Hossein Nezhad Ylenia Rotalinti Puja Myles Allan Tucker | 2023/6/22 | |
The Impact of Bias on Drift Detection in AI Health Software | Asal Khoshravan Azar Barbara Draghi Ylenia Rotalinti Puja Myles Allan Tucker | 2023/6/5 | |
The potential synergies between synthetic data and in silico trials in relation to generating representative virtual population cohorts | Progress in Biomedical Engineering | Puja Myles Johan Ordish Allan Tucker | 2023/1/24 |
Using Clustering Ensembles and Heuristic Search to Estimate the Number of Clusters in Datasets | Afees Adegoke Odebode Mahir Arzoky Allan Tucker Ashley Mann Faisal Maramazi | 2023/9/7 | |
Creating Synthetic Geospatial Patient Data to Mimic Real Data Whilst Preserving Privacy:* 2022 35th International Symposium on Computer-Based Medical Systems (CBMS) | Dima R Alattal Zhenchen Wang Puja Myles Allan Tucker | 2023/6/22 | |
A Comparison of Convolutional Neural Networks and Traditional Feature-Based Classification Applied to Leukaemia Image Analysis. | bioRxiv | Ming Zhong Jack LeBien Marconi Campos-Cerqueira T Mitchell Aide Zhongqi Miao | 2023 |
Detecting drift in healthcare AI models based on data availability | Ylenia Rotalinti Allan Tucker Michael Lonergan Puja Myles Richard Branson | 2022/9/19 | |
dunXai: DO-U-Net for Explainable (Multi-label) Image Classification: Applications to Biomedical Images | Toyah Overton Allan Tucker Tim James Dimitar Hristozov | 2022/4/7 | |
Intelligently Detecting Information Online-Weaponisation Trends (IDIOT) | Fawzia Zehra Kara-Isitt Stephen Swift Allan Tucker | 2022/9/19 | |
Identifying Latent Variables in Dynamic Bayesian Networks with Bootstrapping Applied to Type 2 Diabetes Complication Prediction | Y Leila Allan Tucker | 2022/3/14 | |
Leveraging uncertainty in deep learning for pancreatic adenocarcinoma grading | Biraja Ghoshal Bhargab Ghoshal Allan Tucker | 2022/7/25 | |
New JBI policy emphasizes clinically-meaningful novel machine learning methods | Journal of Biomedical Informatics | Allan Tucker Thomas Kannampallil Samah Jarad Fodeh Mor Peleg | 2022/3 |
Estimating the Optimal Number of Clusters from Subsets of Ensembles | A Odebode Allan Tucker Mahir Arzoky Stephen Swift | 2022/7/11 | |
Exploring the Explicit Modelling of Bias in Machine Learning Classifiers: A Deep Multi-label ConvNet Approach | Mashael Al-Luhaybi Stephen Swift Steve Counsell Allan Tucker | 2022/12/12 | |
Harnessing large-scale herbarium image datasets through representation learning | Frontiers in plant science | Barnaby E Walker Allan Tucker Nicky Nicolson | 2022/1/13 |
On calibrated model uncertainty in deep learning | arXiv preprint arXiv:2206.07795 | Biraja Ghoshal Allan Tucker | 2022/6/15 |
Translational potential of JAX humanized APOE mice: trajectories of resilient versus susceptible aging by sex and weight | Alzheimer's & Dementia | Francesca Vitali Jean‐Paul L Wiegand Allan Tucker Simona Merlini Roberta Diaz Brinton | 2022/12 |
Building Trajectories Over Topology with TDA-PTS: An Application in Modelling Temporal Phenotypes of Disease | ECML PKDD 2020 Workshops: Workshops of the European Conference on Machine Learning and Knowledge Discovery in Databases (ECML PKDD 2020): SoGood 2020, PDFL 2020, MLCS 2020, NFMCP 2020, DINA 2020, EDML 2020, XKDD 2020 and INRA 2020, Ghent, Belgium, Septemb | John Holmes Allan Tucker | 2021/2/1 |
