These projects were made possible from Cure Alzheimer's Fund support.
| Project Description | Researchers | Funding |
|---|---|---|
| Application of Machine Learning Methods in Alzheimer’s Disease Clinical Trials |
2020, 2022 $200,000 |
These published papers resulted from Cure Alzheimer’s Fund support.
Ghanbarian, E., Qian, T., Khorsand, B., Zheng, L., Sajjadi, S. A., Grill, J. D., Rabin, L. A., Lipton, R. B., Sperling, R. A., & Ezzati, A. Prognostic value of plasma glial fibrillary acidic protein in cognitively unimpaired older adults: Results from the A4 study, Alzheimer's & Dementia, November 21, 2025, Read More
Nallapu, B. T., Ezzati, A., Blumen, H. M., Petersen, K. K., Lipton, R. B., Ayers, E., Kumar, V. G. P., Velandai, S., Beare, R., Beauchet, O., Doi, T., Shimada, H., Callisaya, M., Milman, S., Aleksic, S., & Verghese, J. Discovering subtypes with imaging signatures in the Motoric Cognitive Risk Syndrome Consortium using weakly supervised clustering, Alzheimer's & Dementia, October 8, 2025, Read More
Petersen, K. K., Ezzati, A., Nallapu, B. T., Lipton, R. B., Sperling, R. A., Papp, K. V., Rentz, D. M., Johnson, K. A., & Grober, E. Assessing Stages of Objective Memory Impairment and neuroimaging as risk factors of incident cognitive impairment, Journal of the International Neuropsychological Society, August 22, 2025, Read More
Demirsoy, I., Ghanbarian, E., Khorsand, B., Nallapu, B. T., Petersen, K. K., Lipton, R. B., Sajjadi, S. A., Rabin, L. A., & Ezzati, A. Association of item‐level responses to cognitive function index with tau pathology and hippocampal volume in the A4 Study, Alzheimer's & Dementia, June 18, 2025, Read More
Petersen, K. K., Nallapu, B. T., Lipton, R. B., Grober, E., Davatzikos, C., Harvey, D. J., Nasrallah, I. M., & Ezzati, A. Development of Simple Risk Scores for Prediction of Brain β-Amyloid and Tau Status in Older Adults With Mild Cognitive Impairment: A Machine Learning Approach, The Journals of Gerontology: Series B, May 2, 2025, Read More
Ghanbarian, E., Khorsand, B., Petersen, K. K., Nallapu, B. T., Sajjadi, S. A., Lipton, R. B., Ezzati, A., & Alzheimer's Disease Neuroimaging Initiative Cerebrospinal fluid inflammatory cytokines as prognostic indicators for cognitive decline across Alzheimer’s disease spectrum, Journal of Alzheimer's Disease, April 22, 2025, Read More
Nallapu, B. T., Petersen, K. K., Qian, T., Demirsoy, I., Ghanbarian, E., Davatzikos, C., Lipton, R. B., Ezzati, A., & Alzheimer's Disease Neuroimaging Initiative A Machine Learning Approach to Predict Cognitive Decline in Alzheimer Disease Clinical Trials, Neurology, March 25, 2025, Read More
Petersen, K. K., Nallapu, B. T., Lipton, R. B., Grober, E., & Ezzati, A. MRI-guided clustering of patients with mild dementia due to Alzheimer’s disease using self-organizing maps, NeuroImage Reports, January 30, 2025, Read More
Nallapu, B. T., Petersen, K. K., Lipton, R. B., Davatzikos, C., Ezzati, A., & Alzheimer’s Disease Neuroimaging Initiative Plasma Biomarkers as Predictors of Progression to Dementia in Individuals with Mild Cognitive Impairment, Journal of Alzheimer's Disease, March 5, 2024, Read More
Nallapu, B. T., Petersen, K. K., Lipton, R. B., Grober, E., Sperling, R. A., & Ezzati, A. Association of Alcohol Consumption with Cognition in Older Population: The A4 Study, Journal of Alzheimer's Disease, June 13, 2023, Read More
Grober, E., Petersen, K. K., Lipton, R. B., Hassenstab, J., Morris, J. C., Gordon, B. A., & Ezzati, A. Association of Stages of Objective Memory Impairment With Incident Symptomatic Cognitive Impairment in Cognitively Normal Individuals, Neurology, April 19, 2023, Read More
Wang, C., Nester, C. O., Chang, K., Rabin, L. A., Ezzati, A., Lipton, R. B., & Katz, M. J. Tracking cognition with the T-MoCA in a racially/ethnically diverse older adult cohor, Alzheimer's & Dementia, March 8, 2023, Read More
Petersen, K. K., Ezzati, A., Lipton, R. B., Gordon, B. A., Hassenstab, J., Morris, J. C., & Grober, E. Associations of Stages of Objective Memory Impairment with Cerebrospinal Fluid and Neuroimaging Biomarkers of Alzheimer’s Disease, Journal of Prevention of Alzheimer's Disease, November 3, 2022, Read More
Rubin-Norowitz, M., Lipton, R. B., Petersen, K., Ezzati, A., & Alzheimer’s Disease Neuroimaging Initiative Association of Depressive Symptoms and Cognition in Older Adults Without Dementia Across Different Biomarker Profiles, Journal of Alzheimer's disease, June 28, 2022, Read More
Petersen, K. K., Lipton, R. B., Grober, E., Davatzikos, C., Sperling, R. A., & Ezzati, A. Predicting Amyloid Positivity in Cognitively Unimpaired Older Adults A Machine Learning Approach Using A4 Data, Neurology, June 14, 2022, Read More
Grober, E., Lipton, R. B., Sperling, R. A., Papp, K. V., Johnson, K. A., Rentz, D. M., Veroff, A. E., Aisen, P. S., & Ezzati, A. Associations of Stages of Objective Memory Impairment With Amyloid PET and Structural MRI The A4 Study, Neurology, March 29, 2022, Read More
Ezzati, A., Davatzikos, C., Wolk, D. A., Hall, C. B., Habeck, C., & Lipton, R. B. Application of predictive models in boosting power of Alzheimer’s disease clinical trials: A post hoc analysis of phase 3 solanezumab trials, Alzheimer's & Dementia, March 14, 2022, Read More
Petersen, K. K., Grober, E., Lipton, R. B., Sperling, R. A., Buckley, R. F., Aisen, P. S., & Ezzati, A. Impact of sex and APOE ε4 on the association of cognitionand hippocampal volume in clinically normal, amyloid positive adults, Alzheimer's & Dementia, February 9, 2022, Read More
Ezzati, A., Abdulkadir, A., Jack, C. R., Jr, Thompson, P. M., Harvey, D. J., Truelove-Hill, M., Sreepada, L. P., Davatzikos, C., Alzheimer's Disease Neuroimaging Initiative, & Lipton, R. B. Predictive value of ATN biomarker profiles in estimating disease progression in Alzheimer’s disease dementia, Alzheimer's & Dementia, November 17, 2021, Read More
Lou, C., Habes, M., Illenberger, N. A., Ezzati, A., Lipton, R. B., Shaw, P. A., Stephens-Shields, A. J., Akbari, H., Doshi, J., Davatzikos, C., & Shinohara, R. T. Leveraging machine learning predictive biomarkers to augment the statistical power of clinical trials with baseline magnetic resonance imaging, Brain Communications, November 3, 2021, Read More
Ezzati, A., Zammit, A. R., & Lipton, R. B. Comparing Performance of Different Predictive Models in Estimating Disease Progression in Alzheimer Disease, Alzheimer Disease and Associated Disorders, August 16, 2021, Read More
Lam, S., Lipton, R. B., Harvey, D. J., Zammit, A. R., Ezzati, A., & Alzheimer's Disease Neuroimaging Initiative White matter hyperintensities and cognition across different Alzheimer’s biomarker profiles., Journal of the American Geriatrics Society, April 23, 2021, Read More