ROBUST AND CONSISTENT BIOMARKER CANDIDATES IDENTIFICATION BY A MACHINE LEARNING APPROACH APPLIED TO PANCREATIC DUCTAL ADENOCARCINOMA METASTASIS

Robust and consistent biomarker candidates identification by a machine learning approach applied to pancreatic ductal adenocarcinoma metastasis

Abstract Background Machine Learning (ML) plays a crucial role in biomedical research.Nevertheless, it still has limitations in data integration and irreproducibility.To address these challenges, robust methods are needed.Pancreatic ductal adenocarcinoma (PDAC), a highly aggressive cancer with low early detection rates and survival rates, is used a

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SHELTER MEDICINE: A NEW ESPECIALTY

Shelter Medicine is a new branch in Veterinary Medicine which aims to improve the health and welfare of animals that do not have marvin pflaume instagram a home and live at risk.The specialty was created in the United States of America (USA) with this denomination, and intended the population control of dogs and cats through sterilization, reintegr

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Association of family structure with gain and loss of household headship among older adults in India: Analysis of panel data.

BackgroundDespite huge changes in demographic behaviors, the family continues to be the major source of psychosocial support for older adults in India.The loss of household headship can be a cause of disregard for the aged and is associated in a very fundamental way with other status losses.Our study used the two rounds of the India Human Developme

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