Annette Spooner

According to our database, Annette Spooner authored at least 7 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Identifying risk factors for Alzheimer's disease from multivariate longitudinal clinical data using temporal pattern mining.

Annette Spooner, Gelareh Mohammadi, Perminder S. Sachdev, Henry Brodaty, Arcot Sowmya

BMC Bioinform., December, 2025

Benchmarking ensemble machine learning algorithms for multi-class, multi-omics data integration in clinical outcome prediction.

Annette Spooner, Mohammad Karimi Moridani, Barbra Toplis, Jason Behary, Azadeh Safarchi, Salim Maher, Fatemeh Vafaee, Amany Zekry, Arcot Sowmya

Briefings Bioinform., 2025

2024

Multi-omics data integration for early diagnosis of hepatocellular carcinoma (HCC) using machine learning.

Annette Spooner, Mohammad Karimi Moridani, Azadeh Safarchi, Salim Maher, Fatemeh Vafaee, Amany Zekry, Arcot Sowmya

CoRR, 2024

2023

Ensemble feature selection with data-driven thresholding for Alzheimer's disease biomarker discovery.

Annette Spooner, Gelareh Mohammadi, Perminder S. Sachdev, Henry Brodaty, Arcot Sowmya

BMC Bioinform., 2023

2022

Stable and Interpretable Machine Learning Models for the Prediction of Alzheimer's Disease from Clinical Data.

Annette Spooner

PhD thesis, 2022

Temporal Pattern Mining for Analysis of Longitudinal Clinical Data: Identifying Risk Factors for Alzheimer's Disease.

Annette Spooner, Gelareh Mohammadi, Perminder S. Sachdev, Henry Brodaty, Arcot Sowmya

CoRR, 2022

Ensemble feature selection with clustering for analysis of high-dimensional, correlated clinical data in the search for Alzheimer's disease biomarkers.

Annette Spooner, Gelareh Mohammadi, Perminder S. Sachdev, Henry Brodaty, Arcot Sowmya

CoRR, 2022