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New strategies in treating and diagnosing of Myeloid Leukemia
Leukemia is a cancer of white blood cells. It is characterized by an abnormal accumulation of WBC in the bone marrow which leads to bone marrow failure. in this project, we will observe myeloid leukemias (acute & chronic), Clinical Practice Guidelines for leukemia provide recommendations on the diagnostic evaluation, and applied treatment in Syria and Germany for induction and consolidation for patients and we're going to devote a special paragraph on therapy with monoclonal antibodies. Gilteritinib are new therapies for acute myeloid leukemia and we're going to suggest them in detail.
Deep learning architecture and application
As one of the fastest-growing topics in machine learning, deep learning algorithms have achieved unprecedented success in recent years. Novel paradigms (such as contrastive learning and few-shot learning) in deep learning and rising neural network architectures (e.g., transformer and masked autoencoder) are dramatically changing the field of data-driven algorithms. More importantly, deep learning models are redefining the next generation of industrial applications spanning image recognition, speech processing, language translation, healthcare, and other sciences. For example, recent advances in deep representation learning are allowing us to learn about protein 3D structures, which sheds new light on fundamental medicine and biology along with potentially bringing in billions of dollars (e.g., in the pharmaceutical market).
