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Isotta Landi

Post Doc

Research Line

Neurodevelopmental Disorders

Center

CNCS@UniTn Trento

Contacts

isotta.landi@iit.it

About

I am a postdoc at the Laboratory for Autism and Neurodevelopmental Disorders (PI Dr. Michael Vincent Lombardo). My background is in Mathematics and I received my PhD in Cognitive Science. My work focused on the implementation of deep learning models for the stratification of complex conditions in general, and autism spectrum conditions in particular, leveraging EHRs and psychological measuremements. I am now working on autism stratification techniques towards precision medicine.

Interests

machine learning unsupervised learning autism conditions precision medicine

Selected Publications

  1. Mazzoni N., Landi I., Ricciardelli P., Actis-Grosso R. & Venuti P. (2020). Motion or Emotion? Recognition of Emotional Bodily Expressions in Children With Autism Spectrum Disorder With and Without Intellectual Disability. Frontiers in Psychology, 11:478. doi: 10.3389/fpsyg.2020.00478
  2. Landi, I., Giannotti, M., Venuti, P., & de Falco, S. (2019). Maternal and family predictors of infant psychological development in at-risk families: A multilevel longitudinal study. Research in nursing & health, 2020;43, 17–27. doi: 10.1002/nur.21989
  3. Venuti, P., Bentenuto, A., Cainelli, S., Landi, I., Suvini, F., Tancredi, R., Igliozzi, R., & Muratori, F. (2017). A joint behavioral and emotive analysis of synchrony in music therapy of children with autism spectrum disorders. Health Psychology Report, 5(2), 162-172.
  • Landi, I., Glicksberg, B. S., Lee, H. C., Cherng, S., Landi, G., Danieletto, M., Dudley, J. T., Furlanello, C., & Miotto, R. (2020). Deep Representation Learning of Electronic Health Records to Unlock Patient Stratification at Scale. arXiv preprint arXiv:2003.06516.
  • Jurman, G., Maggio, V., Fioravanti, D., Giarratano, Y., Landi, I., Francescatto, M., Agostinelli, C., Chierici, M., De Domenico, M., & Furlanello, C. (2017). Convolutional neural networks for structured omics: OmicsCNN and the OmicsConv layer. arXiv preprint arXiv:1710.05918.

Awards

  1. Isotta Landi, Riccardo Miotto, Paola Venuti, Joel T. Dudley and Cesare Furlanello. “Electronic Health Record encodings for neurodevelopmental disorder stratification”. 3rd Annual MAQC Society Conference, 2019. 3rd place, best poster presentation.

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