Vandad Imani
Doctoral Researcher
vandad.imani@uef.fi
Publications
6/6 items-
Machine learning for early diagnosis of brain disorders based on multimodal data: applications for dementia
Imani, Vandad. 2024. Publications of the University of Eastern Finland. Dissertations in Health Sciences -
Optimizing Feature Selection for Binary Classification with Noisy Labels: A Genetic Algorithm Approach
Imani, Vandad; Moradi, Elaheh; Sevilla-Salcedo, Carlos; Fortino, Vittorio; Tohka, Jussi. Teoksessa: Daimi, Kevin; Al Sadoon, Abeer(toim.) , 2024. Proceedings of the Second International Conference on Advances in Computing Research (ACR’24). s. 392-403. -
Multi-task longitudinal forecasting with missing values on Alzheimer’s disease
Sevilla-Salcedo, Carlos; Imani, Vandad; M Olmos, Pablo; Gómez-Verdejo, Vanessa; Tohka, Jussi. 2022. Computer methods and programs in biomedicine. 226: -
Comparison of Single and Multitask Learning for Predicting Cognitive Decline Based on MRI Data
Imani, Vandad; Prakash, Mithilesh; Zare, Marzieh; Tohka, Jussi. 2021. IEEE access. 9: 154275-154291 -
Transfer Learning in Magnetic Resonance Brain Imaging: A Systematic Review
Valverde, Juan Miguel; Imani, Vandad; Abdollahzadeh, Ali; De Feo, Riccardo; Prakash, Mithilesh; Ciszek, Robert; Tohka, Jussi. 2021. Journal of imaging. 7: 66 -
Predicting Intelligence Based on Cortical WM/GM Contrast, Cortical Thickness and Volumetry
Valverde, JM; Imani, V; Lewis, JD; Tohka, J. Teoksessa: Pohl, K; Thompson, W; Adeli, E; Linguraru, M(toim.) , 2019. Adolescent Brain Cognitive Development Neurocognitive Prediction. ABCD-NP 2019. s. 57-65. Springer