A comprehensive review on federated learning based models for healthcare applications

S Sharma, K Guleria - Artificial Intelligence in Medicine, 2023 - Elsevier
A disease is an abnormal condition that negatively impacts the functioning of the human
body. Pathology determines the causes behind the disease and identifies its development
mechanism and functional consequences. Each disease has different identification
methods, including X-ray scans for pneumonia, covid-19, and lung cancer, whereas biopsy
and CT-scan can identify the presence of skin cancer and Alzheimer's disease, respectively.
Early disease detection leads to effective treatment and avoids abiding complications. Deep …
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