A review of machine learning and deep learning approaches on mental health diagnosis

NK Iyortsuun, SH Kim, M Jhon, HJ Yang, S Pant - Healthcare, 2023 - mdpi.com
Combating mental illnesses such as depression and anxiety has become a global concern.
As a result of the necessity for finding effective ways to battle these problems, machine …

Stress, burnout, and resilience among healthcare workers during the COVID-19 emergency: the role of defense mechanisms

M Di Giuseppe, G Nepa, TA Prout, F Albertini… - International journal of …, 2021 - mdpi.com
The experience of working on the frontlines of the COVID-19 healthcare crisis has presented
a cumulative traumatic experience that affects healthcare professionals' well-being …

Therapists' resilience and posttraumatic growth during the COVID-19 pandemic.

K Aafjes-van Doorn, V Békés, X Luo… - … , Practice, and Policy, 2022 - psycnet.apa.org
Objective: This study aimed to examine therapists' unfolding response to the challenges of
vicarious traumatization and transitioning to online therapy in the wake of the pandemic …

[HTML][HTML] A contemporary review on the important role of in silico approaches for managing different aspects of COVID-19 crisis

M Moradi, R Golmohammadi, A Najafi… - Informatics in Medicine …, 2022 - Elsevier
In the last century, the emergence of in silico tools has improved the quality of healthcare
studies by providing high quality predictions. In the case of COVID-19, these tools have …

[HTML][HTML] Compassion protects mental health and social safeness during the COVID-19 pandemic across 21 countries

M Matos, K McEwan, M Kanovský, J Halamová… - Mindfulness, 2022 - Springer
Objectives The COVID-19 pandemic is having an unprecedented detrimental impact on
mental health in people around the world. It is important therefore to explore factors that may …

Prevalence and factors associated with psychological burden in COVID-19 patients and their relatives: A prospective observational cohort study

K Beck, A Vincent, C Becker, A Keller, H Cam… - PLoS …, 2021 - journals.plos.org
Background Due to the dramatic measures accompanying isolation and the general
uncertainty and fear associated with COVID-19, patients and relatives may be at high risk for …

Parents' pandemic NICU experience in the United States: a qualitative study

AJ Vance, KJ Malin, J Miller, CJ Shuman, TA Moore… - BMC pediatrics, 2021 - Springer
Background Prior to the COVID-19 pandemic, parents of infants in the Neonatal Intensive
Care Unit (NICU) frequently reported high levels of stress, uncertainty, and decreased …

Which personality traits can mitigate the impact of the pandemic? Assessment of the relationship between personality traits and traumatic events in the COVID-19 …

A Gori, E Topino, L Palazzeschi, A Di Fabio - PloS one, 2021 - journals.plos.org
The COVID-19 pandemic has had a significant influence on the lives of people around the
world and could be a risk factor for mental health diseases. This study aimed to explore the …

Psychological factors as determinants of chronic conditions: clinical and psychodynamic advances

C Conversano, M Di Giuseppe - Frontiers in Psychology, 2021 - frontiersin.org
The involvement of psychological factors in the etiology of chronic diseases is rousing the
interest of the scientific community (Conversano, 2019; Martino et al., 2019b; Merlo, 2019; …

Psychotherapists' acceptance of telepsychotherapy during the COVID‐19 pandemic: A machine learning approach

V Békés, K Aafjes‐van Doorn… - Clinical Psychology …, 2021 - Wiley Online Library
Objective This study aimed to develop predictive models of three aspects of
psychotherapists' acceptance of telepsychotherapy (TPT) during the COVID‐19 pandemic …