David Loewenstein, PhD, Florida State University, Clinical Psychology, 1986; Board Certified in Clinical Neuropsychology ABPP, 2001

Professor

  • 7163 Citations
1985 …2023
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Research Output 1985 2020

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Conference contribution
2019
1 Citation (Scopus)

Longitudinal prediction modeling of Alzheimer disease using recurrent neural networks

Tabarestani, S., Aghili, M., Shojaie, M., Freytes, C., Cabrerizo, M., Barreto, A., Rishe, N., Curiel, R. E., Loewenstein, D., Duara, R. & Adjouadi, M., May 2019, 2019 IEEE EMBS International Conference on Biomedical and Health Informatics, BHI 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 8834556. (2019 IEEE EMBS International Conference on Biomedical and Health Informatics, BHI 2019 - Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Recurrent neural networks
Alzheimer Disease
Neuroimaging
Long-Term Memory
Short-Term Memory
2018
3 Citations (Scopus)

A Neuroimaging Feature Extraction Model for Imaging Genetics with Application to Alzheimer's Disease

Li, C., Fang, C., Adjouadi, M., Cabrerizo, M., Barreto, A., Andrian, J., Duara, R. & Loewenstein, D., Jan 8 2018, Proceedings - 2017 IEEE 17th International Conference on Bioinformatics and Bioengineering, BIBE 2017. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-January. p. 15-20 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Neuroimaging
Alzheimer's Disease
Genetic Models
Feature Extraction
Single Nucleotide Polymorphism
3 Citations (Scopus)

A novel Gaussian discriminant analysis-based computer aided diagnosis system for screening different stages of Alzheimer's disease

Fang, C., Li, C., Cabrerizo, M., Barreto, A., Andrian, J., Loewenstein, D., Duara, R. & Adjouadi, M., Jan 8 2018, Proceedings - 2017 IEEE 17th International Conference on Bioinformatics and Bioengineering, BIBE 2017. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-January. p. 279-284 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Computer aided diagnosis
Computer-aided Diagnosis
Alzheimer's Disease
Discriminant Analysis
Discriminant analysis
1 Citation (Scopus)

Robust prediction of cognitive test scores in Alzheimer's patients

Izquierdo, W., Martin, H., Cabrerizo, M., Barreto, A., Andrian, J., Rishe, N., Gonzalez-Arias, S., Loewenstein, D., Duara, R. & Adjouadi, M., Jan 12 2018, 2017 IEEE Signal Processing in Medicine and Biology Symposium, SPMB 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-January. p. 1-7 7 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Alzheimer Disease
Neuroimaging
Imaging techniques
Decision Trees
Decision trees
2017
1 Citation (Scopus)

A Gaussian discriminant analysis-based generative learning algorithm for the early diagnosis of mild cognitive impairment in Alzheimer's disease

Fang, C., Li, C., Cabrerizo, M., Barreto, A., Andrian, J., Loewenstein, D., Duara, R. & Adjouadi, M., Dec 15 2017, Proceedings - 2017 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2017. Institute of Electrical and Electronics Engineers Inc., Vol. 2017-January. p. 538-542 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Discriminant Analysis
Discriminant analysis
Learning algorithms
Early Diagnosis
Alzheimer Disease
1 Citation (Scopus)

Computerized neuropsychological assessment in mild cognitive impairment based on natural language processing-oriented feature extraction

Fang, C., Janwattanapong, P., Martin, H., Cabrerizo, M., Barreto, A., Loewenstein, D., Duara, R. & Adjouadi, M., Dec 15 2017, Proceedings - 2017 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2017. Institute of Electrical and Electronics Engineers Inc., Vol. 2017-January. p. 543-546 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Natural Language Processing
Linguistics
Feature extraction
Alzheimer Disease
Processing
2 Citations (Scopus)

Pattern analysis of the interaction of regional amyloid load, cortical thickness and APOE genotype in the progression of Alzheimer's disease

Li, C., Fang, C., Cabrerizo, M., Barreto, A., Andrian, J., Duara, R., Loewenstein, D. & Adjouadi, M., Dec 15 2017, Proceedings - 2017 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2017. Institute of Electrical and Electronics Engineers Inc., Vol. 2017-January. p. 2171-2176 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Amyloid
Alzheimer Disease
Genotype
Brain
Neurofibrillary Tangles
2016
2 Citations (Scopus)

A Web Platform for data acquisition and analysis for Alzheimer's disease

Lizarraga, G., Cabrerizo, M., Duara, R., Rojas, N., Adjouadi, M. & Loewenstein, D., Jul 7 2016, SoutheastCon 2016. Institute of Electrical and Electronics Engineers Inc., Vol. 2016-July. 7506730

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Data acquisition
Web services
World Wide Web
Magnetic resonance imaging
Neuroimaging
2014
4 Citations (Scopus)

Altered small-world anatomical networks in Apolipoprotein-E4 (ApoE4) carriers using MRI

Goryawala, M., Zhou, Q., Duara, R., Loewenstein, D., Cabrerizo, M., Barker, W. & Adjouadi, M., Nov 2 2014, 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2014. Institute of Electrical and Electronics Engineers Inc., p. 2468-2471 4 p. 6944122

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Small-world networks
Apolipoprotein E4
Magnetic resonance imaging
Brain
Alzheimer Disease
4 Citations (Scopus)

Multivariate Analysis of structural MRI and PET (FDG and 18F-AV-45) for Alzheimer's disease and its prodromal stages

Zhou, Q., Goryawala, M., Cabrerizo, M., Barker, W., Loewenstein, D., Duara, R. & Adjouadi, M., Nov 2 2014, 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2014. Institute of Electrical and Electronics Engineers Inc., p. 1051-1054 4 p. 6943774

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Prodromal Symptoms
Magnetic resonance imaging
Alzheimer Disease
Multivariate Analysis
Fluorodeoxyglucose F18