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Applying YOLOv6 as an ensemble federated learning framework to classify breast cancer pathology images.
Sci Rep
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Department of Computer Science and Engineering, University Institute of Technology, Rajiv Gandhi Proudyogiki Vishwavidyalaya (State Technological University of Madhya Pradesh), Madhya Pradesh, Bhopal, 462033, India.
The most common carcinoma-related cause of death among women is breast cancer. Early detection is crucial, and the manual screening method may lead to a delayed diagnosis, which would delay treatment and put lives at risk. Mammography imaging is advised for routine screening to diagnose breast cancer at an early stage.
View Article and Find Full Text PDF"Loneliness is a sad disease": oldest old adults' empirical definition of loneliness and social isolation from a mixed-method study in Northern Italy.
BMC Geriatr
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IRCCS - INRCA National Institute of Health & Science on Aging, Centre for Socio-Economic Research on Aging, Ancona, Italy.
Background: Loneliness and social isolation can occur at any stage of life, but some predictors may be more common among older adults. Due to growing population ageing, loneliness and social isolation are relevant social issues. Many studies apply the main definitions of loneliness and social isolation offered by the literature without considering how individual representations, socio-cultural context and the culture of care may influence their perception.
View Article and Find Full Text PDFAmarogentin suppresses cell proliferation and EMT process through inducing ferroptosis in colorectal cancer.
BMC Gastroenterol
January 2025
Department of Oncology, The First Affiliated Hospital of Anhui Medical University, No. 218 Jixi Road, Hefei, 230022, China.
Background: Colorectal cancer (CRC) is one common tumor with the high death rate, and badly affects the normal lives of CRC patients. Amarogentin (AG) has been found to exhibit regulatory roles and join into the progression of multiple diseases. However, the regulatory impacts and associated molecular mechanisms of AG in CRC progression keep unclear.
View Article and Find Full Text PDFThe link between ferroptosis and autophagy in myocardial ischemia/reperfusion injury: new directions for therapy.
J Cardiovasc Transl Res
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Department of Cardiology, The First College of Clinical Medical Science, China Three Gorges University & Yichang Central People's Hospital, Yichang, China.
Myocardial ischemia/reperfusion (I/R)-induced cell death, such as autophagy and ferroptosis, is a major contributor to cardiac injury. Regulating cell death may be key to mitigating myocardial ischemia/reperfusion injury (MI/RI). Autophagy is a crucial physiological process involving cellular self-digestion and compensation, responsible for degrading excess or malfunctioning long-lived proteins and organelles.
View Article and Find Full Text PDFCT-assisted age estimation from the medial clavicular epiphysis in the Greek population according to Schmeling and Kellinghaus classification.
Leg Med (Tokyo)
January 2025
Department of Forensic Sciences, Faculty of Medicine, University of Crete, Greece.
Examining the clavicle by macroscopic or radiologic techniques is a well-established method in forensic age estimation in living and dead individuals. The present study examined 196 CT (computed tomography scan) images of native patients from the archive of the medical imaging laboratory of the University Hospital in Heraklion, Crete, in Greece. The ossification of the medial clavicular epiphysis was classified according to Schmeling et al.
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