Managers' Action-Guiding Mental Models towards Mental Health-Related Organizational Interventions-A Systematic Review of Qualitative Studies. [PDF]
Genrich M +5 more
europepmc +1 more source
Multi‐Site Transfer Classification of Major Depressive Disorder: An fMRI Study in 3335 Subjects
The study proposes graph convolution network with sparse pooling to learn the hierarchical features of brain graph for MDD classification. Experiment is done on multi‐site fMRI samples (3335 subjects, the largest functional dataset of MDD to date) and transfer learning is applied, achieving an average accuracy of 70.14%.
Jianpo Su +14 more
wiley +1 more source
What do people need to know about endocrine disrupting chemicals and health? A mental models approach using focus groups of community-engaged research teams and a national survey. [PDF]
Boronow KE, Brody JG.
europepmc +1 more source
Rheumatologist and Patient Mental Models for Treatment of Rheumatoid Arthritis Help Explain Low Treat-to-Target Rates. [PDF]
Hsiao B +9 more
europepmc +1 more source
Ecologically‐Valid Emotion Signatures Enhance Mood Disorder Diagnostics
This study identifies ecologically‐valid Divergent Emotional Functional Networks (DEFN), derived from dynamic functional connectivity during naturalistic movie watching. The DEFN reliably enhances diagnostic accuracy for mood disorders, including major depressive and bipolar disorders, demonstrating strong reproducibility across demographic factors and
Shuyue Xu +6 more
wiley +1 more source
[AI in rehabilitation-application of artificial mental models for personalized medicine]. [PDF]
Janzen S, Saxena P, Agnes C, Maaß W.
europepmc +1 more source
Differences in comprehending and acting on pandemic health risk information: a qualitative study using mental models. [PDF]
Berg SH +6 more
europepmc +1 more source
In PCOS patients with hyperandrogenemia, decreased ferritin heavy chain 1 (FTH1) causes Fe2⁺ overload and ferroptosis in trophoblasts. Androgens induce FTH1 protein degradation via AR‐LAMP2A‐mediated chaperone‐mediated autophagy pathway, leading to placental development disruption and early pregnancy loss. Metformin mitigates androgen‐induced placental
Hanjing Zhou +10 more
wiley +1 more source
An exploration of changes in the mental models of middle management and their association with activities to implement a dialogue tool to address mental health in the workplace. [PDF]
Anzion LJ +4 more
europepmc +1 more source
Two mental models of integrated care for advanced liver disease: qualitative study of multidisciplinary health professionals. [PDF]
Arney J +8 more
europepmc +1 more source

