David A. Loewenstein

Publication Activity (10 Years)

Years Active: 2014-2023
Publications (10 Years): 13

Top Topics

Dimensionality Reduction Methods

Discriminant Analysis

Mild Cognitive Impairment

Top Venues

Publications

Ulyana Morar, Harold Martin, Robin P. M., Walter Izquierdo, Elaheh Zarafshan, Parisa Forouzannezhad, Elona Unger, Mercedes Cabrerizo, Rosie E. Curiel, Monica Rosselli, Armando Barreto, Naphtali Rishe, David E. Vaillancourt, Steven DeKosky, David A. Loewenstein, Ranjan Duara, Malek Adjouadi
Prediction of Cognitive Test Scores from Variable Length Multimodal Data in Alzheimer's Disease. Cogn. Comput. 15 (6) (2023)
Robin Perry Mayrand, Christian Yaphet Freytes, Luana Okino Sawada, Micheal Adeyosoye, Rosie E. Curiel Cid, David A. Loewenstein, Ranjan Duara, Malek Adjouadi
Computational Analysis of a Light-Weight SUVr Processing Technique for Neuroimaging Alzheimer's Disease. CSCI (2022)
Xueting Cui, Thony Yan Liang, Maryamossadat Aghili, Micheal Adeyosoye, Rosie E. Curiel Cid, David A. Loewenstein, Ranjan Duara, Malek Adjouadi
UNet++ with Attention Mechanism for Hippocampus Segmentation. CSCI (2022)
Luana Okino Sawada, Ulyana Morar, Robin Perry Mayrand, Christian Yaphet Freytes, Micheal Adeyosoye, Mercedes Cabrerizo, Rosie E. Curiel Cid, David A. Loewenstein, Ranjan Duara, Malek Adjouadi
Comparison of Dimensionality Reduction Methods for Multimodal Classification of Early Stages of Alzheimer's Disease. CSCI (2022)
Solale Tabarestani, Maryamossadat Aghili, Mohammad Eslami, Mercedes Cabrerizo, Armando Barreto, Naphtali Rishe, Rosie E. Curiel, David A. Loewenstein, Ranjan Duara, Malek Adjouadi
A distributed multitask multimodal approach for the prediction of Alzheimer's disease in a longitudinal study. NeuroImage 206 (2020)
Solale Tabarestani, Maryamossadat Aghili, Mehdi Shojaie, Christian Freytes, Mercedes Cabrerizo, Armando Barreto, Naphtali Rishe, Rosie E. Curiel, David A. Loewenstein, Ranjan Duara, Malek Adjouadi
Longitudinal Prediction Modeling of Alzheimer Disease using Recurrent Neural Networks. BHI (2019)
Chen Fang, Chunfei Li, Mercedes Cabrerizo, Armando Barreto, Jean Andrian, Naphtali Rishe, David A. Loewenstein, Ranjan Duara, Malek Adjouadi
Gaussian Discriminant Analysis for Optimal Delineation of Mild Cognitive Impairment in Alzheimer's Disease. Int. J. Neural Syst. 28 (8) (2018)
Chen Fang, Chunfei Li, Mercedes Cabrerizo, Armando Barreto, Jean Andrian, David A. Loewenstein, Ranjan Duara, Malek Adjouadi
A Novel Gaussian Discriminant Analysis-based Computer Aided Diagnosis System for Screening Different Stages of Alzheimer's Disease. BIBE (2017)
Chunfei Li, Chen Fang, Mercedes Cabrerizo, Armando Barreto, Jean Andrian, Ranjan Duara, David A. Loewenstein, Malek Adjouadi
Pattern analysis of the interaction of regional amyloid load, cortical thickness and APOE genotype in the progression of Alzheimer's disease. BIBM (2017)
Chen Fang, Panuwat Janwattanapong, Harold Martin, Mercedes Cabrerizo, Armando Barreto, David A. Loewenstein, Ranjan Duara, Malek Adjouadi
Computerized neuropsychological assessment in mild cognitive impairment based on natural language processing-oriented feature extraction. BIBM (2017)
Chunfei Li, Chen Fang, Malek Adjouadi, Mercedes Cabrerizo, Armando Barreto, Jean Andrian, Ranjan Duara, David A. Loewenstein
A Neuroimaging Feature Extraction Model for Imaging Genetics with Application to Alzheimer's Disease. BIBE (2017)
Chen Fang, Chunfei Li, Mercedes Cabrerizo, Armando Barreto, Jean Andrian, David A. Loewenstein, Ranjan Duara, Malek Adjouadi
A Gaussian discriminant analysis-based generative learning algorithm for the early diagnosis of mild cognitive impairment in Alzheimer's disease. BIBM (2017)
Mohammed Goryawala, Qi Zhou, Warren Barker, David A. Loewenstein, Ranjan Duara, Malek Adjouadi
Inclusion of Neuropsychological Scores in Atrophy Models Improves Diagnostic Classification of Alzheimer's Disease and Mild Cognitive Impairment. Comput. Intell. Neurosci. 2015 (2015)
Mohammed Goryawala, Qi Zhou, Ranjan Duara, David A. Loewenstein, Mercedes Cabrerizo, Warren Barker, Malek Adjouadi
Altered small-world anatomical networks in Apolipoprotein-E4 (ApoE4) carriers using MRI. EMBC (2014)
Qi Zhou, Mohammed Goryawala, Mercedes Cabrerizo, Jin Wang, Warren Barker, David A. Loewenstein, Ranjan Duara, Malek Adjouadi
An Optimal Decisional Space for the Classification of Alzheimer's Disease and Mild Cognitive Impairment. IEEE Trans. Biomed. Eng. 61 (8) (2014)
Qi Zhou, Mohammed Goryawala, Mercedes Cabrerizo, Warren Barker, David A. Loewenstein, Ranjan Duara, Malek Adjouadi
Multivariate Analysis of structural MRI and PET (FDG and 18F-AV-45) for Alzheimer's disease and its prodromal stages. EMBC (2014)