Prof. Giuseppe Sartori

University of Padova, Italy

Professore Emerito

Email: giuseppe.sartori@unipd.it

Qualifications

M.S., Psychopathology Forensic Neuropsychology

Publications (Selected)

1. Schincariol, A., Gatto, L. C., Zara, G., Pietrini, P., Sartori, G., Ferracuti, S., & Scarpazza, C. (2026). Addressing insanity in paedophilic disorder: The need for a cognitive approach for forensic assessment to correctly identify idiopathic, acquired and iatrogenic forms. International Journal of Law and Psychiatry, 104, 102164.
2. Orrù, G., Melis, G., & Sartori, G. (2025). Large language models and psychiatry. International Journal of Law and Psychiatry, 101, 102086.
3. Loconte, R., Battaglini, C., Maldera, S., Pietrini, P., Sartori, G., Navarin, N., & Monaro, M. (2025). Detecting Deception Through Linguistic Cues: From Reality Monitoring to Natural Language Processing. Journal of Language and Social Psychology, 44(3-4), 523-552.
4. Farina, M., Lavazza, A., Sartori, G., & Pedrycz, W. (2024). Machine learning in human creativity: status and perspectives. Ai & Society, 39(6), 3017-3029.
5. Loconte, R., Orrù, G., Tribastone, M., Pietrini, P., & Sartori, G. (2024). Challenging large language models’“intelligence” with human tools: A neuropsychological investigation in Italian language on prefrontal functioning. Heliyon, 10(19).
6. Schincariol, A., Orrù, G., Otgaar, H., Sartori, G., & Scarpazza, C. (2024). Posttraumatic stress disorder (PTSD) prevalence: an umbrella review. Psychological Medicine, 1-14.
7. Sartori, G., & Orrù, G. (2023). Language models and psychological sciences. Frontiers in Psychology, 14, 1279317.
8. Loconte, R., Orrù, G., Tribastone, M., Pietrini, P., & Sartori, G. (2023). Challenging ChatGPT'Intelligence'with human tools: a neuropsychological investigation on prefrontal functioning of a large language model. Available at SSRN 4471829.
9. Scarpazza, C., Zangrossi, A., Huang, Y. C., Sartori, G., & Massaro, S. (2022). Disentangling interoceptive abilities in alexithymia. Psychological research, 86(3), 844-857.
10. Monaro, M., Maldera, S., Scarpazza, C., Sartori, G., & Navarin, N. (2022). Detecting deception through facial expressions in a dataset of videotaped interviews: A comparison between human judges and machine learning models. Computers in Human Behavior, 127, 107063.
11. Monaro, M., Mazza, C., Colasanti, M., Ferracuti, S., Orrù, G., Di Domenico, A., ... & Roma, P. (2021). Detecting faking-good response style in personality questionnaires with four choice alternatives. Psychological Research, 85(8), 3094-3107.
12. Scarpazza, C., Finos, L., Genon, S., Masiero, L., Bortolato, E., Cavaliere, C., ... & Camperio Ciani, A. S. (2021). Idiopathic and acquired pedophilia as two distinct disorders: an insight from neuroimaging. Brain imaging and behavior, 15(5), 2681-2692.
13. Ferrarese, A., Sartori, G., Orrù, G., Frigo, A. C., Pelizzaro, F., Burra, P., & Senzolo, M. (2021). Machine learning in liver transplantation: a tool for some unsolved questions?. Transplant International, 34(3), 398-411.
14. Orrù, G., Monaro, M., Conversano, C., Gemignani, A., & Sartori, G. (2020). Machine learning in psychometrics and psychological research. Frontiers in psychology, 10, 2970.
15. Capuozzo, P., Lauriola, I., Strapparava, C., Aiolli, F., & Sartori, G. (2020). DecOp: A multilingual and multi-domain corpus for detecting deception in typed text. In Proceedings of the 12th language resources and evaluation conference (Vol. 12, pp. 1423-1430).
16. Pace, G., Orrù, G., Monaro, M., Gnoato, F., Vitaliani, R., Boone, K. B., ... & Sartori, G. (2019). Malingering detection of cognitive impairment with the B test is boosted using machine learning. Frontiers in Psychology, 10, 1650.
17. Campese, S., Lauriola, I., Scarpazza, C., Sartori, G., & Aiolli, F. (2019, April). Psychiatric disorders classification with 3D convolutional neural networks. In INNS Big Data and Deep Learning Conference (pp. 48-57). Cham: Springer International Publishing.
18. Monaro, M., Toncini, A., Ferracuti, S., Tessari, G., Vaccaro, M. G., De Fazio, P., ... & Sartori, G. (2018). The detection of malingering: a new tool to identify made-up depression. Frontiers in Psychiatry, 9, 249.
19. Monaro, M., Gamberini, L., & Sartori, G. (2017). The detection of faked identity using unexpected questions and mouse dynamics. PloS one, 12(5), e0177851.
20. Monaro, M., Fugazza, F. I., Gamberini, L., & Sartori, G. (2017). How human-mouse interaction can accurately detect faked responses about identity. Symbiotic interaction, 115, 91.
21. Sartori, G., Scarpazza, C., Codognotto, S., & Pietrini, P. (2016). An unusual case of acquired pedophilic behavior following compression of orbitofrontal cortex and hypothalamus by a Clivus Chordoma. Journal of Neurology, 263(7), 1454-1455.
22. Cona, G., Bisiacchi, P. S., Sartori, G., & Scarpazza, C. (2016). Effects of cue focality on the neural mechanisms of prospective memory: A meta-analysis of neuroimaging studies. Scientific reports, 6(1), 25983.
23. Penolazzi, B., Bergamaschi, S., Pastore, M., Villani, D., Sartori, G., & Mondini, S. (2015). Transcranial direct current stimulation and cognitive training in the rehabilitation of Alzheimer disease: A case study. Neuropsychological rehabilitation, 25(6), 799-817.
24. Cona, G., Scarpazza, C., Sartori, G., Moscovitch, M., & Bisiacchi, P. S. (2015). Neural bases of prospective memory: a meta-analysis and the “Attention to Delayed Intention”(AtoDI) model. Neuroscience & Biobehavioral Reviews, 52, 21-37.
25. Scarpazza, C., Tognin, S., Frisciata, S., Sartori, G., & Mechelli, A. (2015). False positive rates in Voxel-based Morphometry studies of the human brain: should we be worried?. Neuroscience and Biobehavioral Reviews, 52, 49-55.

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