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| http://dx.doi.org/10.4103/jpgm.jpgm_908_22 | DOI Listing |
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ColonNeXt: Fully Convolutional Attention for Polyp Segmentation.
J Imaging Inform Med
December 2024
Hong Duc University, 565 Quang Trung, Dong Ve Ward, Thanh Hoa, 40000, Thanh Hoa, Viet Nam.
This study introduces ColonNeXt, a novel fully convolutional attention-based model for polyp segmentation from colonoscopy images, aimed at the enhancing early detection of colorectal cancer. Utilizing a purely convolutional neural network (CNN), ColonNeXt integrates an encoder-decoder structure with a hierarchical multi-scale context-aware network (MSCAN) in the encoder and a convolutional block attention module (CBAM) in the decoder. The decoder further includes a proposed CNN-based feature attention mechanism for selective feature enhancement, ensuring precise segmentation.
View Article and Find Full Text PDFCompact Arterial Monitoring Device Use in Resuscitative Endovascular Balloon Occlusion of the Aorta (REBOA): A Simple Validation Study in Swine.
Cureus
October 2024
Department of Anesthesiology, Uniformed Services University of the Health Sciences, Bethesda, USA.
Article Synopsis
- - Hemorrhage is the main cause of preventable death in trauma situations, leading to military and civilian advancements in medical practices, particularly through the use of tourniquets to manage extremity bleeding and save lives.
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The Experiences of Motor Skill Development in Children with Autism Spectrum Disorder (ASD) Reflected through Parental Responses.
Children (Basel)
October 2024
Institute of Sport Science, Eszterházy Károly Catholic University, 3300 Eger, Hungary.
: Understanding movement development in children with autism spectrum disorder (ASD) is critical for creating effective intervention strategies. This study aims to explore parental perspectives on the movement development of children with ASD, focusing on identifying common challenges and successful strategies. The objective is to analyze the experiences of parents to highlight the most effective approaches to support motor, communication, and social skills development in these children.
View Article and Find Full Text PDFAnalysis of geographical origin of solar terms based on the STTMD method.
Sci Rep
September 2024
Department of Urban and Rural Planning, School of Architecture and Art, Hefei University of Technology, Hefei, AnHui, China.
The 24 solar terms are a significant component of traditional Chinese culture. Amid global warming climate change, research on the Solar Terms has gained increasing prominence. Identifying the geographical origins of the Solar Terms not only provides evidence for studies on the origins of Chinese agricultural civilization but also serves as a critical foundation for the innovative utilization of traditional culture in the modern era.
View Article and Find Full Text PDFNeuropsychological Feedback as a Therapeutic Intervention: The Effective Communication of Assessment Results to Maximize Patient Outcome.
Neurol Clin
November 2024
Department of Psychiatry, Harvard Medical School, USA; 1493 Cambridge Street, Cambridge, MA 02139, USA; Cambridge Health Alliance, MI, USA.
Research regarding the delivery of neuropsychological feedback (NF) has grown in recent years to include specific models and strategies for working with patients with diverse medical conditions across the lifespan, and is now considered a core competency for neuropsychologists. NF is an individualized therapeutic intervention designed to maximize the patient's understanding of assessment results and catalyze follow through with treatment recommendations. This article summarizes research on NF and its strategic goals, as well as the potential impact/outcomes of these therapeutic interventions.
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