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Multiscale Residual Weighted Classification Network for Human Activity Recognition in Microwave Radar.
Sensors (Basel)
January 2025
School of Information and Communication Engineering, Beijing Information Science and Technology University, Beijing 100101, China.
Human activity recognition by radar sensors plays an important role in healthcare and smart homes. However, labeling a large number of radar datasets is difficult and time-consuming, and it is difficult for models trained on insufficient labeled data to obtain exact classification results. In this paper, we propose a multiscale residual weighted classification network with large-scale, medium-scale, and small-scale residual networks.
View Article and Find Full Text PDFAn Optical Wireless Communication System for Physiological Data Transmission in Small Animals.
Sensors (Basel)
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CMEMS-UMinho, University of Minho, 4800-058 Guimarães, Portugal.
In biomedical research, telemetry is used to take automated physiological measurements wirelessly from animals, as it reduces their stress and allows recordings for large data collection over long periods. The ability to transmit high-throughput data from an in-body device (e.g.
View Article and Find Full Text PDFCost Conversations to Mitigate the Effects of Financial Toxicity in Oncology: Current State, Opportunities, and Barriers.
JCO Oncol Pract
January 2025
Department of Radiation Oncology, Memorial Sloan Kettering Cancer Center, New York, NY.
The direct and indirect financial burden of cancer care, from medication costs to lost wages, results in financial toxicity for patients. Despite the growing recognition of financial toxicity as a problem for patients, there are few solutions available at the point of care. Structured cost conversations between oncologists and patients to help identify financial toxicity and intervene early when it is recognized have been posited as a patient facing intervention.
View Article and Find Full Text PDFDescription "Lyrical Stillness" is a poem I wrote during my radiation oncology rotation, during which I was provided the opportunity to learn more about multidisciplinary cancer care while delving deeper into radiotherapy. Cancer can be an overwhelming disease process physically, psychologically, and emotionally. Patients undergoing treatment often experience stress and anxiety with the uncertainty of their prognoses.
View Article and Find Full Text PDFSignature of collagen alpha-1(x) gene expression in human cancers and their therapeutic implications.
Pathol Res Pract
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Department of Electric and Electronic Engineering, Dr. M.G.R Educational and Research Institute, Deemed to Be University, Chennai, Tamil Nadu 600 095, India.
Cancers are a class of disorders that entail uncontrollably unwanted cell development with dissemination. One in six fatalities globally is attributed to cancer, a global health issue. The analysis of the entire DNA sequence and how it expresses itself in tumor cells is known as cancer genomics.
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