Artificial Intelligence Applied to Medical Imaging and Computational Biology

Medical imaging and computational biology continuously pose new fundamental medical and biological questions that often give rise to novel challenges in Artificial Intelligence. These research fields present an increasing need for the application of cutting-edge computational approaches that general...

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التنسيق: Online
اللغة:الإنجليزية
منشور في: MDPI - Multidisciplinary Digital Publishing Institute 2023
الموضوعات:
الوصول للمادة أونلاين:ONIX_20230405_9783036564876_90
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collection Directory of Open Access Books
description Medical imaging and computational biology continuously pose new fundamental medical and biological questions that often give rise to novel challenges in Artificial Intelligence. These research fields present an increasing need for the application of cutting-edge computational approaches that generally involve machine learning or computational intelligence techniques, which can effectively perform bioimage and biosignal processing in different clinical areas.
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institution Directory of Open Access Books
language eng
publishDate 2023
publishDateRange 2023
publishDateSort 2023
publisher MDPI - Multidisciplinary Digital Publishing Institute
publisherStr MDPI - Multidisciplinary Digital Publishing Institute
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spelling doab-20.500.12854ir-988112024-03-28T03:31:30Z Artificial Intelligence Applied to Medical Imaging and Computational Biology Rundo, Leonardo Militello, Carmelo Tangherloni, Andrea distribution patterns fibroblast cells HCT-8 colon-cancer cells nature-inspired techniques quantification segmentation myocardial infarction vectorcardiogram multivariate VMD deep CNN accuracy deep learning image segmentation brain tumors radiosurgery magnetic resonance imaging age-related macular degeneration choroidal neovascularization convolutional neural networks image classification optical coherence tomography angiography brain metastasis glioblastoma machine learning oxygenation tumor infiltration breast cancer detection microwave breast imaging computer-aided diagnosis (CAD) first-in-human (FiH) study semantic segmentation triceps surae muscle medical image segmentation breast cancer pattern recognition clinical feasibility computer-assisted segmentation artificial intelligence orthopedics neural network mandible craniomaxillofacial bone multi-center histopathology lung cancer supervised segmentation unsupervised segmentation stroke fine tactile sensation electroencephalography evaluation n/a thema EDItEUR::G Reference, Information and Interdisciplinary subjects::GP Research and information: general thema EDItEUR::P Mathematics and Science::PS Biology, life sciences thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issues Medical imaging and computational biology continuously pose new fundamental medical and biological questions that often give rise to novel challenges in Artificial Intelligence. These research fields present an increasing need for the application of cutting-edge computational approaches that generally involve machine learning or computational intelligence techniques, which can effectively perform bioimage and biosignal processing in different clinical areas. 2023-04-05T12:52:16Z 2023-04-05T12:52:16Z 2023 book ONIX_20230405_9783036564876_90 9783036564876 9783036564883 https://directory.doabooks.org/handle/20.500.12854/98811 eng application/octet-stream Attribution 4.0 International https://mdpi.com/books/pdfview/book/6853 https://mdpi.com/books/pdfview/book/6853 MDPI - Multidisciplinary Digital Publishing Institute 10.3390/books978-3-0365-6488-3 10.3390/books978-3-0365-6488-3 46cabcaa-dd94-4bfe-87b4-55023c1b36d0 9783036564876 9783036564883 224 Basel open access
spellingShingle distribution patterns
fibroblast cells
HCT-8 colon-cancer cells
nature-inspired techniques
quantification
segmentation
myocardial infarction
vectorcardiogram
multivariate VMD
deep CNN
accuracy
deep learning
image segmentation
brain tumors
radiosurgery
magnetic resonance imaging
age-related macular degeneration
choroidal neovascularization
convolutional neural networks
image classification
optical coherence tomography angiography
brain metastasis
glioblastoma
machine learning
oxygenation
tumor infiltration
breast cancer detection
microwave breast imaging
computer-aided diagnosis (CAD)
first-in-human (FiH) study
semantic segmentation
triceps surae muscle
medical image segmentation
breast cancer
pattern recognition
clinical feasibility
computer-assisted segmentation
artificial intelligence
orthopedics
neural network
mandible
craniomaxillofacial bone
multi-center
histopathology
lung cancer
supervised segmentation
unsupervised segmentation
stroke
fine tactile sensation
electroencephalography
evaluation
n/a
thema EDItEUR::G Reference, Information and Interdisciplinary subjects::GP Research and information: general
thema EDItEUR::P Mathematics and Science::PS Biology, life sciences
thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issues
Artificial Intelligence Applied to Medical Imaging and Computational Biology
title Artificial Intelligence Applied to Medical Imaging and Computational Biology
title_full Artificial Intelligence Applied to Medical Imaging and Computational Biology
title_fullStr Artificial Intelligence Applied to Medical Imaging and Computational Biology
title_full_unstemmed Artificial Intelligence Applied to Medical Imaging and Computational Biology
title_short Artificial Intelligence Applied to Medical Imaging and Computational Biology
title_sort artificial intelligence applied to medical imaging and computational biology
topic distribution patterns
fibroblast cells
HCT-8 colon-cancer cells
nature-inspired techniques
quantification
segmentation
myocardial infarction
vectorcardiogram
multivariate VMD
deep CNN
accuracy
deep learning
image segmentation
brain tumors
radiosurgery
magnetic resonance imaging
age-related macular degeneration
choroidal neovascularization
convolutional neural networks
image classification
optical coherence tomography angiography
brain metastasis
glioblastoma
machine learning
oxygenation
tumor infiltration
breast cancer detection
microwave breast imaging
computer-aided diagnosis (CAD)
first-in-human (FiH) study
semantic segmentation
triceps surae muscle
medical image segmentation
breast cancer
pattern recognition
clinical feasibility
computer-assisted segmentation
artificial intelligence
orthopedics
neural network
mandible
craniomaxillofacial bone
multi-center
histopathology
lung cancer
supervised segmentation
unsupervised segmentation
stroke
fine tactile sensation
electroencephalography
evaluation
n/a
thema EDItEUR::G Reference, Information and Interdisciplinary subjects::GP Research and information: general
thema EDItEUR::P Mathematics and Science::PS Biology, life sciences
thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issues
topic_facet distribution patterns
fibroblast cells
HCT-8 colon-cancer cells
nature-inspired techniques
quantification
segmentation
myocardial infarction
vectorcardiogram
multivariate VMD
deep CNN
accuracy
deep learning
image segmentation
brain tumors
radiosurgery
magnetic resonance imaging
age-related macular degeneration
choroidal neovascularization
convolutional neural networks
image classification
optical coherence tomography angiography
brain metastasis
glioblastoma
machine learning
oxygenation
tumor infiltration
breast cancer detection
microwave breast imaging
computer-aided diagnosis (CAD)
first-in-human (FiH) study
semantic segmentation
triceps surae muscle
medical image segmentation
breast cancer
pattern recognition
clinical feasibility
computer-assisted segmentation
artificial intelligence
orthopedics
neural network
mandible
craniomaxillofacial bone
multi-center
histopathology
lung cancer
supervised segmentation
unsupervised segmentation
stroke
fine tactile sensation
electroencephalography
evaluation
n/a
thema EDItEUR::G Reference, Information and Interdisciplinary subjects::GP Research and information: general
thema EDItEUR::P Mathematics and Science::PS Biology, life sciences
thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issues
url ONIX_20230405_9783036564876_90