Iterative sparse and deep learning for accurate diagnosis of Alzheimer’s disease

A Mutual Bootstrapping Model for Automated Skin Lesion Segmentation and Classification

(2020) Yutong Xie et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Spatially-Constrained Fisher Representation for Brain Disease Identification With Incomplete Multi-Modal Neuroimages

(2020) Yongsheng Pan et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Viral Pneumonia Screening on Chest X-Rays Using Confidence-Aware Anomaly Detection

(2020) Jianpeng Zhang et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Attention Residual Learning for Skin Lesion Classification

(2019) Jianpeng Zhang et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Squeeze-and-Excitation Networks

(2019) Jie Hu et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Multi-Hypergraph Learning for Incomplete Multimodality Data

(2018) Mingxia Liu et al.   IEEE Journal of Biomedical and Health Informatics

Structured sparsity regularized multiple kernel learning for Alzheimer’s disease diagnosis

(2018) Jialin Peng et al.   PATTERN RECOGNITION

Hierarchical Fully Convolutional Network for Joint Atrophy Localization and Alzheimer's Disease Diagnosis Using Structural MRI

(2018) Chunfeng Lian et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

View-aligned hypergraph learning for Alzheimer’s disease diagnosis with incomplete multi-modality data

(2017) Mingxia Liu et al.   MEDICAL IMAGE ANALYSIS

Deep ensemble learning of sparse regression models for brain disease diagnosis

(2017) Heung-Il Suk et al.   MEDICAL IMAGE ANALYSIS

Sparse shared structure based multi-task learning for MRI based cognitive performance prediction of Alzheimer’s disease

(2017) Peng Cao et al.   PATTERN RECOGNITION

Relational-Regularized Discriminative Sparse Learning for Alzheimer’s Disease Diagnosis

(2017) Baiying Lei et al.   IEEE Transactions on Cybernetics

Differential diagnosis of mild cognitive impairment and Alzheimer's disease using structural MRI cortical thickness, hippocampal shape, hippocampal texture, and volumetry

(2017) Lauge Sørensen et al.   NeuroImage-Clinical

Subspace Regularized Sparse Multitask Learning for Multiclass Neurodegenerative Disease Identification

(2016) Xiaofeng Zhu et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Detecting Anatomical Landmarks for Fast Alzheimer’s Disease Diagnosis

(2016) Jun Zhang et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Ensembles of Deep Learning Architectures for the Early Diagnosis of the Alzheimer’s Disease

(2016) Andrés Ortiz et al.   International Journal of Neural Systems

Summary of the evidence on modifiable risk factors for cognitive decline and dementia: A population-based perspective

(2015) Matthew Baumgart et al.   Alzheimers & Dementia

Discriminative multi-task feature selection for multi-modality classification of Alzheimer’s disease

(2015) Tingting Ye et al.   Brain Imaging and Behavior

Multimodal Neuroimaging Feature Learning for Multiclass Diagnosis of Alzheimer's Disease

(2015) Siqi Liu et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Addenbrooke’s Cognitive Examination-III

(2015) Peter Noone   OCCUPATIONAL MEDICINE-OXFORD

A Robust Deep Model for Improved Classification of AD/MCI Patients

(2015) Feng Li et al.   IEEE Journal of Biomedical and Health Informatics

Multi-modal multi-task learning for joint prediction of multiple regression and classification variables in Alzheimer's disease

(2011) Daoqiang Zhang et al.   NEUROIMAGE

Multidimensional classification of hippocampal shape features discriminates Alzheimer's disease and mild cognitive impairment from normal aging

(2009) Emilie Gerardin et al.   NEUROIMAGE

Automatic classification of MR scans in Alzheimer's disease

(2008) S. Kloppel et al.   BRAIN