Computational Medical Image Analysis
This Special Issue covers a variety of computational applications in medical image analysis. With a vast majority of the articles reporting on machine learning or deep learning-based methodologies, it highlights the transistion toward artificial intelligence over the past decade.
Сохранить в:
| Формат: | Online |
|---|---|
| Язык: | английский |
| Опубликовано: |
MDPI - Multidisciplinary Digital Publishing Institute
2024
|
| Предметы: | |
| Online-ссылка: | ONIX_20240704_9783725813940_223 |
| Метки: |
Нет меток, Требуется 1-ая метка записи!
|
| _version_ | 1869529320144240640 |
|---|---|
| collection | Directory of Open Access Books |
| description | This Special Issue covers a variety of computational applications in medical image analysis. With a vast majority of the articles reporting on machine learning or deep learning-based methodologies, it highlights the transistion toward artificial intelligence over the past decade. |
| format | Online |
| id | doab-20.500.12854ir-139427 |
| institution | Directory of Open Access Books |
| language | eng |
| publishDate | 2024 |
| publishDateRange | 2024 |
| publishDateSort | 2024 |
| publisher | MDPI - Multidisciplinary Digital Publishing Institute |
| publisherStr | MDPI - Multidisciplinary Digital Publishing Institute |
| record_format | ojs |
| spelling | doab-20.500.12854ir-1394272024-07-04T09:53:56Z Computational Medical Image Analysis Sen, Anando chaotic attractors computer vision disease diagnosis encryption computer-assisted diagnosis convolutional neural networks compressed sensing holography cardiac cine MRI l1-norm smooth approximations hyperbolic tangent function soft thresholding breast cancer detection magnification dependent histopathology BreakHis IDC Xception model ResNet50 model EfficientNetB0 40× medical image dataset analysis diagnosis machine learning deep learning classification digital pathology histology image analysis infrared thermal segmentation regional neuraxial analgesia random fourier features class activation maps artificial intelligence oral health X-ray imaging electrophysiological (EEG) signals support vector machine random forest decision tree AdaBoost Naive Bayes linear discriminant analysis (LDA) attention deficit hyperactivity disorder (ADHD) skin cancer image augmentation GAN geometric augmentation image classification interpretable technique wound monitoring hybrid learning image segmentation superpixel regression virtual DSC-MRI examination perfusion descriptors tracer concentration curves brain model pathology simulation deep features COVID-19 CT scan n/a thema EDItEUR::M Medicine and Nursing::MB Medicine: general issues::MBN Public health and preventive medicine This Special Issue covers a variety of computational applications in medical image analysis. With a vast majority of the articles reporting on machine learning or deep learning-based methodologies, it highlights the transistion toward artificial intelligence over the past decade. 2024-07-04T09:53:53Z 2024-07-04T09:53:53Z 2024 book ONIX_20240704_9783725813940_223 9783725813940 9783725813933 https://directory.doabooks.org/handle/20.500.12854/139427 eng application/octet-stream Attribution-NonCommercial-NoDerivatives 4.0 International https://mdpi.com/books/pdfview/book/9429 https://mdpi.com/books/pdfview/book/9429 MDPI - Multidisciplinary Digital Publishing Institute 10.3390/books978-3-7258-1393-3 10.3390/books978-3-7258-1393-3 46cabcaa-dd94-4bfe-87b4-55023c1b36d0 9783725813940 9783725813933 246 open access |
| spellingShingle | chaotic attractors computer vision disease diagnosis encryption computer-assisted diagnosis convolutional neural networks compressed sensing holography cardiac cine MRI l1-norm smooth approximations hyperbolic tangent function soft thresholding breast cancer detection magnification dependent histopathology BreakHis IDC Xception model ResNet50 model EfficientNetB0 40× medical image dataset analysis diagnosis machine learning deep learning classification digital pathology histology image analysis infrared thermal segmentation regional neuraxial analgesia random fourier features class activation maps artificial intelligence oral health X-ray imaging electrophysiological (EEG) signals support vector machine random forest decision tree AdaBoost Naive Bayes linear discriminant analysis (LDA) attention deficit hyperactivity disorder (ADHD) skin cancer image augmentation GAN geometric augmentation image classification interpretable technique wound monitoring hybrid learning image segmentation superpixel regression virtual DSC-MRI examination perfusion descriptors tracer concentration curves brain model pathology simulation deep features COVID-19 CT scan n/a thema EDItEUR::M Medicine and Nursing::MB Medicine: general issues::MBN Public health and preventive medicine Computational Medical Image Analysis |
| title | Computational Medical Image Analysis |
| title_full | Computational Medical Image Analysis |
| title_fullStr | Computational Medical Image Analysis |
| title_full_unstemmed | Computational Medical Image Analysis |
| title_short | Computational Medical Image Analysis |
| title_sort | computational medical image analysis |
| topic | chaotic attractors computer vision disease diagnosis encryption computer-assisted diagnosis convolutional neural networks compressed sensing holography cardiac cine MRI l1-norm smooth approximations hyperbolic tangent function soft thresholding breast cancer detection magnification dependent histopathology BreakHis IDC Xception model ResNet50 model EfficientNetB0 40× medical image dataset analysis diagnosis machine learning deep learning classification digital pathology histology image analysis infrared thermal segmentation regional neuraxial analgesia random fourier features class activation maps artificial intelligence oral health X-ray imaging electrophysiological (EEG) signals support vector machine random forest decision tree AdaBoost Naive Bayes linear discriminant analysis (LDA) attention deficit hyperactivity disorder (ADHD) skin cancer image augmentation GAN geometric augmentation image classification interpretable technique wound monitoring hybrid learning image segmentation superpixel regression virtual DSC-MRI examination perfusion descriptors tracer concentration curves brain model pathology simulation deep features COVID-19 CT scan n/a thema EDItEUR::M Medicine and Nursing::MB Medicine: general issues::MBN Public health and preventive medicine |
| topic_facet | chaotic attractors computer vision disease diagnosis encryption computer-assisted diagnosis convolutional neural networks compressed sensing holography cardiac cine MRI l1-norm smooth approximations hyperbolic tangent function soft thresholding breast cancer detection magnification dependent histopathology BreakHis IDC Xception model ResNet50 model EfficientNetB0 40× medical image dataset analysis diagnosis machine learning deep learning classification digital pathology histology image analysis infrared thermal segmentation regional neuraxial analgesia random fourier features class activation maps artificial intelligence oral health X-ray imaging electrophysiological (EEG) signals support vector machine random forest decision tree AdaBoost Naive Bayes linear discriminant analysis (LDA) attention deficit hyperactivity disorder (ADHD) skin cancer image augmentation GAN geometric augmentation image classification interpretable technique wound monitoring hybrid learning image segmentation superpixel regression virtual DSC-MRI examination perfusion descriptors tracer concentration curves brain model pathology simulation deep features COVID-19 CT scan n/a thema EDItEUR::M Medicine and Nursing::MB Medicine: general issues::MBN Public health and preventive medicine |
| url | ONIX_20240704_9783725813940_223 |