Essays about: "Suicide Detection"

Found 2 essays containing the words Suicide Detection.

1. 1. Detection of suicidal ideation in written communication

   University essay from Stockholms universitet/Institutionen för data- och systemvetenskap

   Author : Melina Bernsland; [2023]
   Keywords : Suicidal ideation; machine learning; RoBERTa;

   Abstract : Suicide remains a global cause of mortality, presenting challenges in detection and prevention despite known warning signs. This work aimed to improve personal security management by leveraging machine learning advancements to identify suicidal ideation in written communications. READ MORE

3. 2. Machine Learning for Suicide Risk Assessment on Depressed Patients

   University essay from Göteborgs universitet/Institutionen för data- och informationsteknik

   Author : ARNAUD MOULIS; [2019-11-21]
   Keywords : Suicide Risk Assessment; Suicide Detection; Machine Learning; Support Vector Machine;

   Abstract : Suicide is a global phenomena and the leading cause of death in some countries and age groups, accounting for nearly 1 million deaths and 10 million attempts per year. It costs society a substantial amount of money both directly and indirectly not to mention the tremendous amount of emotional distress and pain for families and friends. READ MORE