Unveiling the black box: imperative for explainable AI in cardiovascular disease prevention.

Lancet Reg Health West Pac

School of Public Affairs, Zhejiang University, Hangzhou 310058, China.

Published: July 2024

Download full-text PDF

Source
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC11298886PMC
http://dx.doi.org/10.1016/j.lanwpc.2024.101145DOI Listing

Publication Analysis

Top Keywords

unveiling black
4
black box
4
box imperative
4
imperative explainable
4
explainable cardiovascular
4
cardiovascular disease
4
disease prevention
4
unveiling
1
box
1
imperative
1

Similar Publications

Black women are more likely to experience traumatic birthing events, more likely to experience perinatal depression, and less likely to receive mental health treatment than women of other racial and ethnic backgrounds, and yet largely overlooked in perinatal mental health research. This pilot study seeks to understand how unacceptable racial disparities and adverse perinatal outcomes influence Black maternal depression and maternal bonding by exploring how prior traumatic loss moderates the relationship between depression and bonding during a subsequent pregnancy among a sample of Black mothers. We use survey data collected from 75 Black mothers as part of the Black Fathers, Equal Partners in Promoting Maternal and Infant Health study, a collaboration between the University of Wisconsin Madison and the African American Breastfeeding Network in Milwaukee, Wisconsin, USA.

View Article and Find Full Text PDF

Soybean has outstanding nutritional and medicinal value because of its abundant protein, oil, and flavonoid contents. This crop has rich seed coat colors, such as yellow, green, black, brown, and red, as well as bicolor variants. However, there are limited reports on the synthesis of flavonoids in the soybean seed coats of different colors.

View Article and Find Full Text PDF

Unveiling the nexus between irradiation and phase reconstruction in tin-lead perovskite solar cells.

Nat Commun

January 2025

School of Physics and Technology, and Key Laboratory of Artificial Micro- and Nano-structures of Ministry of Education, Wuhan University, Wuhan, China.

Tin-lead perovskites provide an ideal bandgap for narrow-bandgap perovskites in all-perovskite tandem solar cells, fundamentally improving power conversion efficiency. However, light-induced degradation in ambient air is a major issue that can hinder the long-term operational stability of these devices. Understanding the specifics of what occurs during this pathway provides the direction for improving device stability.

View Article and Find Full Text PDF

Sustainable agriculture approaches necessitate a concerted effort from researchers to establish paths that meet global population needs without compromising environmental resources. Goats are unique among ruminants because of their ability to adapt to some of the harshest environments around the world. Growth Hormone (GH) gene is a major regulator of muscle mass growth.

View Article and Find Full Text PDF

Unveiling Inequities: Racial Disparities in Risk-Reducing Mastectomy for Breast Cancer Prevention.

Clin Breast Cancer

December 2024

Division of Plastic Surgery, Department of Surgery, Yale School of Medicine, New Haven, CT. Electronic address:

Background: Risk-reducing mastectomy (RRM) significantly lowers breast cancer risk as a preventive surgery. While racial disparities in breast cancer treatment are well-documented, research on racial differences in the utilization and outcomes of RRM is limited.

Methods: We retrospectively analyzed the American College of Surgeons National Surgical Quality Improvement Program (2008-2022) to identify women who underwent RRM.

View Article and Find Full Text PDF

Want AI Summaries of new PubMed Abstracts delivered to your In-box?

Enter search terms and have AI summaries delivered each week - change queries or unsubscribe any time!