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2020 – today
- 2023
[j5]Ulyana Morar
, Harold Martin, Robin Perry Mayrand, 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): 2062-2086 (2023)- 2022
- [c11]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: 1530-1534 - [c10]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: 1598-1603 - [c9]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: 1787-1791 - 2020
- [j4]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)
2010 – 2019
- 2019
- [c8]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: 1-4 - 2018
- [j3]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): 1850017:1-1850017:16 (2018) - 2017
- [c7]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: 15-20 - [c6]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: 279-284 - [c5]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: 538-542 - [c4]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: 543-546 - [c3]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: 2171-2176 - 2015
- [j2]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: 865265:1-865265:14 (2015) - 2014
- [j1]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): 2245-2253 (2014) - [c2]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: 1051-1054 - [c1]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: 2468-2471
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