Learning Deeply Enriched Representations of Longitudinal Imaging-Genetic Data to Predict Alzheimer's Disease Progression
Hoon Seo, Hua Wang
BIBM
A Multi-Instance Support Vector Machine with Incomplete Data for Clinical Outcome Prediction of COVID-19
Lodewijk Brand, Lauren Zoe Baker, Hua Wang
BCB
Improved Prediction of Cognitive Outcomes via Globally Aligned Imaging Biomarker Enrichments Over Progressions
Lyujian Lu, Saad Elbeleidy, Lauren Baker, Hua Wang, Li Shen, Huang Heng
TBME
Predicting Cognitive Declines Using Longitudinally Enriched Representations for Imaging Biomarkers
Lyujian Lu, Saad Elbeleidy, Lauren Zoe Baker, Hua Wang
TMI
Integrating Static and Dynamic Data for Improved Prediction of Cognitive Declines Using Augmented Genotype-Phenotype Representations
Hoon Seo, Lodewijk Brand, Hua Wang
AAAI
Learning Semi-Supervised Representation Enrichment Using Longitudinal Imaging-Genetic Data
Lyujian Lu, Hua Wang, Saad Elbeleidy, Feiping Nie
CVPR
Learning Multi-Modal Biomarker Representations via Globally Aligned Longitudinal Enrichments
Predicting Longitudinal Outcomes of Alzheimer's Disease via a Tensor-based Joint Classification and Regression Model
Lodewijk Brand, Kai Nichols, Hua Wang, Heng Huang, Li Shen
PSB
Joint Multi-Modal Longitudinal Regression and Classification for Alzheimer’s Disease Prediction
Lodewijk Brand, Kai Nichols, Hua Wang, Li Shen, Heng Huang, ADNI
Lyujian Lu, Saad Elbeleidy, Lauren Baker, Hua Wang, Heng Huang, Li Shen
MICCAI
Joint High-Order Multi-Task Feature Learning to Predict the Progression of Alzheimer’s Disease
Lodewijk Brand, Hua Wang, Heng Huang, Shannon Risacher, Andrew Saykin, Li Shen, ADNI
Predicting Progressions of Cognitive Outcomes via High-Order Multi-Modal Multi-Task Feature Learning
Lyujian Lu, Hua Wang, Xiaohui Yao, Shannon Risacher, Andrew Saykin, Li Shen, for the ADNI
ISBI
Phenotype to Genotype: An Association Study of Candidate Phenotypic Markers to Alzheimer's Disease Relevant SNPs
Hua Wang, Feiping Nie, Heng Huang, Jingwen Yan, Sungeun Kim, Kwangsik Nho, Shannon Risacher, Andrew Saykin, Li Shen, ADNI
Bioinformatics
High-Order Multi-Task Feature Learning to Identify Longitudinal Phenotypic Markers for Alzheimer Disease Progression Prediction
Hua Wang, Feiping Nie, Heng Huang, Jingwen Yan, Sungeun Kim, Shannon Risacher, Andrew Saykin, Li Shen.
NIPS
