Welcome to the Resources Page!

We are still adding content as the event comes nearer, but please enjoy the information currently available!

     Review Papers on Machine Learning and Neuroimaging

 

1. General Machine Learning in Neuroimaging

a. Davatzikos, Christos. "Machine learning in neuroimaging: Progress and challenges." NeuroImage 197 (2019): 652.

Review Paper

2. Imaging Visualization:

     a. Franke, L., & Haehn, D. (2020, December). Modern Scientific Visualizations on the Web. In Informatics (Vol. 7, No. 4, p. 37). Multidisciplinary Digital Publishing Institute.

Review Paper

3. Clinical Applications:

    a. Mateos-Pérez, José María, et al. "Structural neuroimaging as clinical predictor: A review of machine learning applications." NeuroImage: Clinical 20 (2018): 506-522.

Review Paper

           b. Vieira, Sandra, Walter HL Pinaya, and Andrea Mechelli. "Using deep learning to investigate the neuroimaging correlates of psychiatric and neurological disorders: Methods and applications." Neuroscience & Biobehavioral Reviews 74 (2017): 58-75

Review Paper