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2023 (2)

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Book
Biomedical signal and image processing with artificial intelligence
Author:
ISBN: 3031158164 3031158156 Year: 2023 Publisher: Cham, Switzerland : Springer International Publishing,

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Abstract

This book focuses on advanced techniques used for feature extraction, analysis, recognition, and classification in the area of biomedical signal and image processing. Contributions cover all aspects of artificial intelligence, machine learning, and deep learning in the field of biomedical signal and image processing using novel and unexplored techniques and methodologies. The book covers recent developments in both medical images and signals analyzed by artificial intelligence techniques. The authors also cover topics related to development based artificial intelligence, which includes machine learning, neural networks, and deep learning. This book will provide a platform for researchers who are working in the area of artificial intelligence for biomedical applications. Provides insights into medical signal and image analysis using artificial intelligence; Includes novel and recent trends of decision support system for medical research; Outlines employment of evolutionary algorithms for biomedical data, big data analysis for medical databases, and reliability, opportunities, and challenges in clinical data.

Keywords

Artificial intelligence --- Imaging systems in medicine. --- Medical applications. --- Medical imaging systems --- Medical instruments and apparatus --- Medicine --- Data processing --- Artificial Intelligence. --- Diagnostic Imaging --- Image Processing, Computer-Assisted. --- Signal Processing, Computer-Assisted. --- methods. --- Digital Signal Processing --- Signal Interpretation, Computer-Assisted --- Signal Processing, Digital --- Computer-Assisted Signal Interpretation --- Computer-Assisted Signal Interpretations --- Computer-Assisted Signal Processing --- Interpretation, Computer-Assisted Signal --- Interpretations, Computer-Assisted Signal --- Signal Interpretation, Computer Assisted --- Signal Interpretations, Computer-Assisted --- Signal Processing, Computer Assisted --- Fetal Monitoring --- Monitoring, Physiologic --- Data Compression --- Analysis, Computer-Assisted Image --- Computer-Assisted Image Analysis --- Biomedical Image Processing --- Computer-Assisted Image Processing --- Digital Image Processing --- Image Analysis, Computer-Assisted --- Image Reconstruction --- Medical Image Processing --- Computer Assisted Image Analysis --- Computer Assisted Image Processing --- Computer-Assisted Image Analyses --- Image Analyses, Computer-Assisted --- Image Analysis, Computer Assisted --- Image Processing, Biomedical --- Image Processing, Computer Assisted --- Image Processing, Digital --- Image Processing, Medical --- Image Processings, Medical --- Image Reconstructions --- Medical Image Processings --- Processing, Biomedical Image --- Processing, Digital Image --- Processing, Medical Image --- Processings, Digital Image --- Processings, Medical Image --- Reconstruction, Image --- Reconstructions, Image --- Multimodal Imaging --- Computational Intelligence --- AI (Artificial Intelligence) --- Computer Reasoning --- Computer Vision Systems --- Knowledge Acquisition (Computer) --- Knowledge Representation (Computer) --- Machine Intelligence --- Acquisition, Knowledge (Computer) --- Computer Vision System --- Intelligence, Artificial --- Intelligence, Computational --- Intelligence, Machine --- Knowledge Representations (Computer) --- Reasoning, Computer --- Representation, Knowledge (Computer) --- System, Computer Vision --- Systems, Computer Vision --- Vision System, Computer --- Vision Systems, Computer --- Heuristics


Book
Visualized Medicine : Emerging Techniques and Developing Frontiers
Author:
ISBN: 9813299029 9813299010 Year: 2023 Publisher: Singapore : Springer Nature Singapore : Imprint: Springer,

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Abstract

This book summarizes the recent advancements for visualized medicine in terms of fundamental principles, rapidly emerging techniques (artificial intelligence (AI), surgical robots, etc.), revolutionary impacts on disease diagnosis, treatments and prognosis and developing frontiers. Especially with the combination of artificial intelligence (AI), medical imaging agents and medical robots, smart medical technologies have been innovated and applied to the clinical uses to serve the fatal human diseases diagnosis, treatment, prognosis and data analysis. This philosophy comprehensively revolutionizes the treatment strategy of human healthcare, and will enable precision medicine and precision surgery further intuitively detectable, smartly analyzable and accurately operational. This book will discuss and conclude: 1) state-of-the-art definition of visualized medicine; 2) advanced techniques and clinical applications of visualized medicine in the past decade; 3) novel frontiers and brand-new technologies, e.g. artificial intelligence (AI), surgical robots, etc. 4) revolutionary impacts on disease diagnosis, treatments and prognosis; 5) future challenges and perspectives.

Keywords

Diagnostic Imaging. --- Image Processing, Computer-Assisted. --- Multimodal Imaging. --- Surgery, Computer-Assisted. --- Robotic Surgical Procedures. --- Brain-Computer Interfaces. --- Contrast Media. --- Endoscopes. --- Radiotherapy, Image-Guided. --- Drug Therapy. --- Therapy, Drug --- Chemotherapy --- Pharmacotherapy --- Chemotherapies --- Drug Therapies --- Pharmacotherapies --- Therapies, Drug --- Disease --- Pharmaceutical Preparations --- Pharmacologic Actions --- Image-Guided Radiation Therapy --- Radiotherapy Target Organ Alignment --- Target Organ Alignment, Radiotherapy --- Image Guided Radiation Therapy --- Image-Guided Radiation Therapies --- Image-Guided Radiotherapies --- Image-Guided Radiotherapy --- Radiation Therapies, Image-Guided --- Radiation Therapy, Image-Guided --- Radiotherapies, Image-Guided --- Radiotherapy, Image Guided --- Therapies, Image-Guided Radiation --- Therapy, Image-Guided Radiation --- Endoscope --- Endoscopy --- Contrast Agent --- Contrast Agents --- Contrast Material --- Contrast Materials --- Radiocontrast Agent --- Radiocontrast Agents --- Radiocontrast Media --- Radiopaque Media --- Agent, Contrast --- Agent, Radiocontrast --- Agents, Contrast --- Agents, Radiocontrast --- Material, Contrast --- Materials, Contrast --- Media, Contrast --- Media, Radiocontrast --- Media, Radiopaque --- Radiography --- Brain-Computer Interface --- Brain-Machine Interfaces --- Brain Machine Interface --- Brain Computer Interface --- Brain Computer Interfaces --- Brain Machine Interfaces --- Brain-Machine Interface --- Interface, Brain Machine --- Interface, Brain-Computer --- Interface, Brain-Machine --- Interfaces, Brain Machine --- Interfaces, Brain-Computer --- Interfaces, Brain-Machine --- Machine Interface, Brain --- Machine Interfaces, Brain --- Robot Surgery --- Robot-Assisted Surgery --- Robot-Enhanced Procedures --- Robot-Enhanced Surgery --- Robotic-Assisted Surgery --- Surgical Procedures, Robotic --- Procedure, Robot-Enhanced --- Procedure, Robotic Surgical --- Procedures, Robotic Surgical --- Robot Assisted Surgery --- Robot Enhanced Procedures --- Robot Enhanced Surgery --- Robot Surgeries --- Robot-Assisted Surgeries --- Robot-Enhanced Procedure --- Robot-Enhanced Surgeries --- Robotic Assisted Surgery --- Robotic Surgical Procedure --- Robotic-Assisted Surgeries --- Surgery, Robot --- Surgery, Robot-Assisted --- Surgery, Robot-Enhanced --- Surgery, Robotic-Assisted --- Surgical Procedure, Robotic --- Robotics --- Computer-Aided Surgery --- Computer-Assisted Surgery --- Image-Guided Surgery --- Surgery, Image-Guided --- Surgical Navigation --- Computer Aided Surgery --- Computer Assisted Surgery --- Computer-Aided Surgeries --- Computer-Assisted Surgeries --- Image Guided Surgery --- Image-Guided Surgeries --- Navigation, Surgical --- Surgeries, Computer-Aided --- Surgeries, Computer-Assisted --- Surgeries, Image-Guided --- Surgery, Computer Assisted --- Surgery, Computer-Aided --- Surgery, Image Guided --- Augmented Reality --- Image-Guided Biopsy --- Hybrid Imaging --- Imaging, Hybrid --- Imaging, Multimodal --- Image Processing, Computer-Assisted --- Analysis, Computer-Assisted Image --- Computer-Assisted Image Analysis --- Biomedical Image Processing --- Computer-Assisted Image Processing --- Digital Image Processing --- Image Analysis, Computer-Assisted --- Image Reconstruction --- Medical Image Processing --- Computer Assisted Image Analysis --- Computer Assisted Image Processing --- Computer-Assisted Image Analyses --- Image Analyses, Computer-Assisted --- Image Analysis, Computer Assisted --- Image Processing, Biomedical --- Image Processing, Computer Assisted --- Image Processing, Digital --- Image Processing, Medical --- Image Processings, Medical --- Image Reconstructions --- Medical Image Processings --- Processing, Biomedical Image --- Processing, Digital Image --- Processing, Medical Image --- Processings, Digital Image --- Processings, Medical Image --- Reconstruction, Image --- Reconstructions, Image --- Diagnostic Imaging --- Data Compression --- Multimodal Imaging --- Imaging, Diagnostic --- Imaging, Medical --- Medical Imaging --- Radiologic and Imaging Nursing --- drug therapy --- therapeutic use --- Radiology. --- Biotechnology. --- Artificial intelligence. --- Artificial Intelligence. --- AI (Artificial intelligence) --- Artificial thinking --- Electronic brains --- Intellectronics --- Intelligence, Artificial --- Intelligent machines --- Machine intelligence --- Thinking, Artificial --- Bionics --- Cognitive science --- Digital computer simulation --- Electronic data processing --- Logic machines --- Machine theory --- Self-organizing systems --- Simulation methods --- Fifth generation computers --- Neural computers --- Chemical engineering --- Genetic engineering --- Radiological physics --- Physics --- Radiation

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