Advances in Deep Learning for Medical Image Analysis by Archa... - 9781032137193

Advances in Deep Learning for Medical Image AnalysisAuthor(s): Archana Mire, Vinayak Elangovan, Shailaja Patil\nFormat: Paperback\nPublisher: Taylor & Francis Ltd, United Kingdom\nImprint: CRC Press\nISBN-13: 9781032137193, 978-1032137193\nSynopsis\nThis reference text introduces the classical probabilistic model, deep learning, and big data techniques for improving medical imaging and detecting various diseases.\n\nThe text addresses a wide variety of application areas in medical imaging where deep learning techniques provide solutions with lesser human intervention and reduced time. It comprehensively covers important machine learning for signal analysis, deep learning techniques for cancer detection, diabetic cases, skin image analysis, Alzheimers disease detection, coronary disease detection, medical image forensic, fetal anomaly detection, and plant phytology. The text will serve as a useful text for graduate students and academic researchers in the fields of electronics eng.