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http://dx.doi.org/10.1016/j.jacc.2025.06.027 | DOI Listing |
Cereb Cortex
August 2025
Aix-Marseille Université, Institut National de la Santé et de la Recherche Médicale, Institut de Neurosciences des Systèmes (INS) UMR1106, Marseille 13005, France.
Over three decades, statistical parametric mapping has transformed neuroimaging from descriptive mapping to causal inference, placing generative models at the core of causal explanations for brain function. It inspired to a large degree The Virtual Brain, which builds subject-specific digital twins from multimodal data, enabling brain simulations and exploration. Both frameworks converge at parameter estimation, where model and data meet, providing the mathematical manifestation of cause-effect in pathophysiology.
View Article and Find Full Text PDFMetab Brain Dis
September 2025
Department of Pharmacy, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, No. 1277, Jiefang Avenue, Wuhan, Hubei, 430022, China.
Major depression disorder (MDD) is a mental condition that significantly threatens both physical and psychological health. This study aimed to discern variances in plasma metabolic profiles between MDD sufferers and healthy counterparts. Additionally, we tracked the hospitalization journey of MDD patients to investigate the normalization of metabolic irregularities through conventional treatment in the form of self-control.
View Article and Find Full Text PDFIEEE Conf Artif Intell
May 2025
Potentia Analytics Inc, IL, USA.
The shift toward patient-centric healthcare requires understanding comprehensive patient journeys. Current healthcare data systems often fail to provide holistic representations, hindering coordinated care. Patient Journey Knowledge Graphs (PJKGs) solve this by integrating diverse patient information into unified, structured formats.
View Article and Find Full Text PDFJACS Au
August 2025
Department of Chemistry and Department of Physics and Astronomy, Stony Brook University, Stony Brook, New York 11794, United States.
Recent advancements in single-cell sequencing technology have reshaped our understanding of cellular processes. While in the realm of biological research, the understanding of the underlying physical and chemical mechanisms from single-cell omics stands as a promising frontier, yet it is still not quite adequately explored. This knowledge gap stems from the complexities of mapping nonequilibrium physical and chemical principles onto the heterogeneous and complex dynamics of cellular functions.
View Article and Find Full Text PDFWellcome Open Res
January 2025
London School of Hygiene & Tropical Medicine, International Centre for Eye Health, London, UK.
Purpose: To determine the knowledge, attitude, and practice of pharmacy attendants in the management of microbial keratitis.
Methods: This mixed-methods study was conducted in selected pharmacies and drug shops located in Mbarara City between March and May 2022. We administered questionnaires assessing the knowledge, attitudes, and practices (KAP) related to microbial keratitis (MK) to 140 pharmacy attendants (PAs) in the drug shops and pharmacies.