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Data Processing and Analysis
Brain Imaging Processing Analysis
Zeng, H. (2018). Mesoscale Connectomics. Current Opinion in Neurobiology. PDF
Vértes, P. E. (2023). Computational models of typical and atypical brain network development. Biological Psychiatry. PDF
Bargmann, C. I., & Marder, E. (2013). From the connectome to Brain Function. Nature Methods. PDF
Ardesch, D. J., Scholtens, L. H., & van den Heuvel, M. P. (2019). The human connectome from an evolutionary perspective. Progress in Brain Research. PDF
CV NLP for behaviors
Barron, H. C., Mars, R. B., Dupret, D., Lerch, J. P., & Sampaio-Baptista, C. (2021, January 4). Cross-species neuroscience: Closing the explanatory gap. Philosophical transactions of the Royal Society of London. Series B, Biological sciences. PDF
Causal Inference
Dickerman, B. A., & Hernán, M. A. (2020). Counterfactual prediction is not only for causal inference. European Journal of Epidemiology. PDF
Nogueira, A. R., Pugnana, A., Ruggieri, S., Pedreschi, D., & Gama, J. (2022). Methods and tools for causal discovery and causal inference. WIREs Data Mining and Knowledge Discovery. PDF
Transfer Learning
Kowald, A., Barrantes, I., Möller, S., Palmer, D., Murua Escobar, H., Schwerk, A., & Fuellen, G. (2022). Transfer learning of clinical outcomes from preclinical molecular data. Principles and Perspectives. Briefings in Bioinformatics. PDF