Essays about: "Suicidal ideation"

Found 5 essays containing the words Suicidal ideation.

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. Harnessing AI for Suicidal Ideation Detection: Thoroughly Evaluating and Fine-Tuning Transformer Models to Identify Suicidal Ideation in Social Media Posts

   University essay from Lunds universitet/Nationalekonomiska institutionen; Lunds universitet/Statistiska institutionen

   Author : Johannes Altnäs; Keshav Sompura; [2023]
   Keywords : suicidal ideation; transformers; mental health; BERT; social media; Business and Economics;

   Abstract : This thesis explored the application of pre-trained transformer models in detecting suicidal ideation in social media posts. We leveraged social media data from platforms like Reddit and Twitter and applied a robust hyperparameter random search strategy to fine-tune and evaluate existing transformer models. READ MORE

4. 3. Mindfulness-based cognitive therapy vs. antidepressants: a systematic review

   University essay from Högskolan i Skövde/Institutionen för biovetenskap

   Author : Rebecca Novoa; [2022]
   Keywords : MBCT; antidepressant medication; major depressive disorder; treatment-resistant depression; mindfulness;

   Abstract : Mindfulness-based cognitive therapy (MBCT) is a meditation-based psychotherapeutic intervention suggested to be equally effective as antidepressant medication for preventing depressive relapse. A lot of patients with major depressive disorder (MDD) have preference for psychotherapeutic intervention compared to antidepressant medication, currently being the most common treatment for preventing depressive relapse. READ MORE

5. 4. Treating PTSD among unaccompanied minor refugees in Greece with KidNET : A narrative literature review

   University essay from Uppsala universitet/Teologiska institutionen

   Author : Hanna Lindholm; [2021]
   Keywords : Unaccompanied minor refugees; traumatized children; mental health; post-traumatic stress disorder; PTSD; Narrative Exposure Therapy; NET; KidNET;

   Abstract : Over the last couple of years, more than a million unaccompanied minor refugees (UMRs) have made it to the European Union. Their journeys have been long, tough, and hard and each unaccompanied minor refugee has a unique story, but they all share one thing. READ MORE

6. 5. Suicidal Ideation and Attempt Among Immigrants in Europe:A Literature Review

   University essay from Örebro universitet/Institutionen för juridik, psykologi och socialt arbete

   Author : Youstina Demetry; [2014]
   Keywords : suicide ideation; immigrants; migration; suicide attempt; Europe; risk factors;

   Abstract : Aim: The aim of this literature review was to provide an overview of suicidal ideationand suicide attempt among immigrants in Europe. More specifically, the currentliterature review aimed to examine predictors of suicidal ideation and suicide attemptamong immigrants in Europe. READ MORE