The processing of stationary sounds relies on both local features and compact representations. As local information is compressed into summary statistics, abstract representations emerge. Whether the brain is endowed with distinct neural architectures predisposed to such computations is unknown. In this magnetoencephalography (MEG) study, we employed a validated protocol to localize cortical correlates of local and summary auditory representations, exposing participants to sequences embedding triplets of synthetic sound textures systematically varying for either local details or summary statistics. Sounds varied for their duration and could be short (40 ms) or long (478 ms) to favor change detections based on local or summary statistics, respectively. Results clearly revealed distinct activation patterns for local features and summary auditory statistics. Neural activations diverged in magnitude, spatiotemporal distribution, and hemispheric lateralization. The right auditory cortex, comprising both primary and neighboring temporal and frontal regions were engaged to detect sound changes in both local features (for short sounds) and summary statistics (for long sounds). Conversely, the left auditory cortex was not selective to these auditory changes. However, the ventro-lateral portion of left frontal lobe, a region associated with sound recognition, was engaged in processing changes in summary statistics at a long sound duration. These findings highlight the involvement of distinct cortical pathways and hemispheric lateralization for the computation of local and summary acoustic information occurring at different temporal resolutions. SIGNIFICANT STATEMENT: We revealed hemispheric specializations for auditory computations at high (local) and low (summary statistics) temporal resolutions. The right hemisphere was engaged for both computations, while the left hemisphere responded more to summary statistics changes. These findings highlight the multifaceted functions of the right hemisphere in capturing acoustic properties of stationary sounds and the left hemisphere's involvement in processing abstract representations.
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http://dx.doi.org/10.1016/j.cortex.2024.09.020 | DOI Listing |
NPJ Digit Med
January 2025
KI Research Institute, Kfar Malal, Israel.
Predictive model performance may deteriorate when applied to data sources that were not used for training, thus, external validation is a key step in successful model deployment. As access to patient-level external data sources is typically limited, we recently proposed a method that estimates external model performance using only external summary statistics. Here, we benchmark the proposed method on multiple tasks using five large heterogeneous US data sources, where each, in turn, plays the role of an internal source and the remaining-external.
View Article and Find Full Text PDFAnn Fam Med
January 2025
Department of Family and Preventive Medicine, Emory University, Atlanta, Georgia.
Purpose: Family medicine research is essential to improving population health. It has the unique ability to answer questions about health care outcomes and use those insights to impact communities. Increasing research capacity continues to be a challenge; however, recent literature has touted the success of incentivization in several academic medicine specialties.
View Article and Find Full Text PDFPLoS One
January 2025
Brain and Mind Institute, Aga Khan University, Nairobi, Kenya.
Introduction: Self-harm represents a complex and multifaceted public health issue of global significance, exerting profound effects on individuals and communities alike. It involves intentional self-poisoning or self-injury with or without the motivation to die. Although self-harm is highly prevalent, limited research has focused on the patterns and trends of self-harm among hospital populations in low- and middle-income countries, particularly within Africa.
View Article and Find Full Text PDFBackground: Liver malignancies present substantial challenges to surgeons due to the extensive hepatic resections required, frequently resulting in posthepatectomy liver failure. Associating liver partition and portal vein ligation for staged hepatectomy (ALPPS) was designed to increase the resectable liver volume, yet it is associated with significant mortality and morbidity rates. Recently, minimally invasive techniques have been incorporated into ALPPS, with the potential to improve the procedure's safety profile whilst maintaining efficacy.
View Article and Find Full Text PDFCurr Opin Oncol
December 2024
Dermatology department, Hôpital Erasme-HUB.
Purpose Of Review: Squamous cell carcinoma (SCC) is the second most common skin cancer, with an increasing incidence. This review highlights this past year's advances regarding the understanding of its pathogenesis, newly introduced diagnostic methods and updates in prevention and treatment.
Recent Findings: While the pathogenesis of SCC progression remains unclear, new sequencing techniques are helping to better characterize these tumours at the molecular level.
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