Naslov
The use of predictive analysis in the prevention of mental health illnesses

Autori
Franjić, Dorotea

Vrsta, podvrsta i kategorija rada
Ocjenski radovi, diplomski rad, diplomski

Fakultet
Fakultet elektrotehnike i računarstva

Mjesto
Zagreb

Datum
23.09

Godina
2022

Stranica
52

Mentor
Bagić Babac, Marina

Ključne riječi
predictive analysis ; schizophrenia ; machine learning ; suicide ; mental health

Sažetak
Prevention is an important approach to improving mental health which means timely recognition and suspension of mental health problems from developing, getting worse, or coming back. Early detection and intervention may help slow the decline in cognitive functioning. The challenging task is in how to detect the signs of future psychosis while symptoms are still subtle and indistinct. Due to recent advances in machine learning and natural language processing, this thesis aims to explore publicly available datasets containing various parameters such as genetic and physical characteristics, upon which computational models that calculate the likelihood of future outcomes, will be developed.

Izvorni jezik
Engleski

Znanstvena područja
Računarstvo

POVEZANOST RADA