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Registry data and AI can identify high risk populations for skin cancer

Healthcare registry data can show early risk patterns for melanoma skin cancer, according to a study from the University of ...

AI spots melanoma risk patterns in 6 million adults up to five years early

Health care registry data can show early risk patterns for melanoma skin cancer, according to a study from the University of ...
Cancer Therapy Advisor

Enhanced LDCT Lung Cancer Prediction Model Combines Clinical Data, Deep Learning

Researchers developed and validated a new lung cancer prediction model, Sybil-Epi, by integrating clinical and epidemiologic data with a pre-existing model.
Medical Xpress

A machine learning model may enable liver cancer risk prediction with routine clinical information

A machine learning model that analyzes patient demographics, electronic health record data, and routine blood test results predicted a patient's risk of hepatocellular carcinoma (HCC), the most common ...
IEEE

Finding the Reflection Point: Unpadding Images to Remove Data Augmentation Artifacts in Large Open Source Image Datasets for Machine Learning

Abstract: In this paper, we address a novel image restoration problem relevant to machine learning dataset curation: the detection and removal of noisy mirrored padding artifacts. While data ...