Agarwal, Basant editor. Balas, Valentina Emilia editor. Jain, Lakhmi C. editor. Poonia, Ramesh Chandra editor. Manisha editor. text bibliography enk 2020 monographic eng

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xv, 351 pages ; 24 cm. Unified neural architecture for drug, disease, and clinical entity recognition -- Simulation on real time monitoring for user healthcare information -- Multimodality medical image retrieval using convolutional neural network -- A systematic approach for identification of tumor regions in the human brain through HARIS algorithm -- Development of a fuzzy decision support system to deal with uncertainties in working posture analysis using rapid upper limb assessment -- Short PCG classification based on deep learning -- Development of a laboratory medical algorithm for simultaneous detection and counting of erythrocytes and leukocytes in digital images of a blood smear -- Deep learning techniques for optimizing medical big data -- Simulation of biomedical signals and images using Monte Carlo methods for training of deep learning networks -- Deep learning-based histopathological image analysis for automated detection and staging of melanoma -- Potential proposal to improve data transmission in healthcare systems -- Transferable approach for cardiac disease classification using deep learning -- Automated neuroscience decision support framework -- Diabetes prediction using artificial neural network. edited by Basant Agarwal [and 4 others]. Includes bibliographical references and index. Medical informatics Artificial intelligence Medical applications Machine learning Medical informatics Artificial intelligence Medical applications Machine learning R859.7.A78 D433 2020 610.285 D360 9780128190616 2019953930 YDX 230909 20230921055730.0 eng