Henry Musto

12 papers B 1C 2Journal 4Unranked 5
YearRankTypeTitle / Venue / Authors
2025 — conf
Classifying Cognitive States of Alzheimer's Disease with Machine Learning Using Digital Biomarkers from the Bio-Hermes Study Cohort.
AIAI (4)
Eoin Houstoun, Daniel Stamate, Henry Musto, David Reeves, Catharine Morgan, Roxana Hutanu, Kalliopi Mavromati, Dorina Cadar, Daniel Stahl
2025 — conf
Proteomics, Neuropsychological and Demographics Multimodal Machine Learning Approach to Alzheimer's Disease Prediction on the Bio-Hermes Study Cohort.
AIAI (4)
Henry Musto, Daniel Stamate, David Reeves, Catharine Morgan, Roxana Hutanu, Kalliopi Mavromati, Dorina Cadar, Daniel Stahl
2024 — conf
Predicting Deterioration in Mild Cognitive Impairment with Survival Transformers, Extreme Gradient Boosting and Cox Proportional Hazard Modelling.
ICANN (8)
Henry Musto, Daniel Stamate, Doina Logofatu, Daniel Stahl
2024 J jnl
Predicting Deterioration in Mild Cognitive Impairment with Survival Transformers, Extreme Gradient Boosting and Cox Proportional Hazard Modelling.
CoRR
Henry Musto, Daniel Stamate, Doina Logofatu, Daniel Stahl
2024 C conf
Variational Encoder Based Synthetic Alzheimer's Data Generation for Deep Learning, XGBoost and Statistical Survival Analysis.
ICMLA
Henry Musto, Daniel Stamate, Daniel Stahl
2023 J jnl
A Machine Learning Approach for Predicting Deterioration in Alzheimer's Disease.
CoRR
Henry Musto, Daniel Stamate, Ida M. Pu, Daniel Stahl
2023 — conf
On a Survival Gradient Boosting, Neural Network and Cox PH Based Approach to Predicting Dementia Diagnosis Risk on ADNI.
BIBM
Henry Musto, Daniel Stamate, Doina Logofatu, Lahcen Ouarbya
2023 B conf
Predicting Alzheimer's Disease Diagnosis Risk Over Time with Survival Machine Learning on the ADNI Cohort.
ICCCI
Henry Musto, Daniel Stamate, Ida M. Pu, Daniel Stahl
2023 J jnl
Predicting Alzheimers Disease Diagnosis Risk over Time with Survival Machine Learning on the ADNI Cohort.
CoRR
Henry Musto, Daniel Stamate, Ida M. Pu, Daniel Stahl
2023 J jnl
Predicting Risk of Dementia with Survival Machine Learning and Statistical Methods: Results on the English Longitudinal Study of Ageing Cohort.
CoRR
Daniel Stamate, Henry Musto, Olesya Ajnakina, Daniel Stahl
2022 — conf
Predicting Risk of Dementia with Survival Machine Learning and Statistical Methods: Results on the English Longitudinal Study of Ageing Cohort.
AIAI (Workshops)
Daniel Stamate, Henry Musto, Olesya Ajnakina, Daniel Stahl
2021 C conf
A Machine Learning Approach for Predicting Deterioration in Alzheimer's Disease.
ICMLA
Henry Musto, Daniel Stamate, Ida M. Pu, Daniel Stahl