Publications

Journal Articles

Effect of cognitive reserve on age of symptom onset and rate of cognitive decline in Dominantly Inherited Alzheimer’s Disease

Published in Neurology (Provisionally Accepted), 2025

This paper examines how cognitive reserve affects symptom onset and disease progression in Dominantly Inherited Alzheimer's Disease.

Recommended citation: Llibre-Guerra, J., Lu, R., Clarens, M. F., Liu, I., Renton, A., Ryan, N., Goate, A., Aguillon, D., Allegri, R. F., Benzinger, T., Berman, S., Chhatwal, J., Chrem, P., Vigo, G., Cruchaga, C., Day, G., Farlow, M., Fox, N., Gordon, B., Hassenstab, J., Huey, E., Ibanez, L., Ikeuchi, T., Jucker, M., Lee, J-H., Levey, A., Levin, J., Martins, R., Niimi, Y., Perrin, R., Rosa-Neto, P., Sanchez-Valle, R., Schofield, P., Wang, G., Li, Y., Xiong, C., Morris, J., Karch, C., Daniels, A., McDade, E., & Bateman, R. (2025). Effect of cognitive reserve on age of symptom onset and rate of cognitive decline in Dominantly Inherited Alzheimer's Disease. Neurology. (Provisionally Accepted).

Conference Papers

Explainable harmonized cortical graph neural networks for risk prediction of Alzheimer’s disease

Published in SPIE Medical Imaging 2026 (Submitted), 2026

Paper on explainable GNN methods for Alzheimer's disease risk prediction submitted to SPIE Medical Imaging 2026.

Recommended citation: Liu, I., & Ma, D. (2026). Explainable harmonized cortical graph neural networks for risk prediction of Alzheimer's disease. Paper submitted to SPIE Medical Imaging 2026.

Optimizing Harmonized Cortical Morphometric Graph Neural Networks (GNN) For Identifying Risk of Alzheimer’s Disease

Published in Alzheimer's Association International Conference (AAIC), 2025

Poster presentation on optimizing harmonized cortical morphometric GNNs for Alzheimer's disease risk prediction.

Recommended citation: Liu, I., Guo, E., Sathu, H., Rudolph, M. D., Bateman, J. R., Hughes, T. M., Craft, S., Metin, G., Luo, S., & Ma, D. (2025). Optimizing Harmonized Cortical Morphometric Graph Neural Networks (GNN) For Identifying Risk of Alzheimer's Disease. Poster presented at the Alzheimer's Association International Conference (AAIC).

Ian Liu