Artificial Intelligence in Clinical Medical Imaging
The integration of artificial intelligence (AI) has propelled significant advancements in clinical medical imaging, offering unprecedented accuracy and efficiency in diagnostic procedures and treatment strategies. This transformative shift has permeated every sector of medical imaging, from traditio...
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| Médium: | Online |
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| Jazyk: | angličtina |
| Vydáno: |
MDPI - Multidisciplinary Digital Publishing Institute
2024
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| On-line přístup: | ONIX_20240514_9783725808762_503 |
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| _version_ | 1869522638021328896 |
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| collection | Directory of Open Access Books |
| description | The integration of artificial intelligence (AI) has propelled significant advancements in clinical medical imaging, offering unprecedented accuracy and efficiency in diagnostic procedures and treatment strategies. This transformative shift has permeated every sector of medical imaging, from traditional organ diagnostics to the dynamic realms of digital pathology and dermatology, where AI acts as a catalyst for innovation and progress. Now, consolidated into a reprint, the Special Issue titled "Artificial Intelligence in Clinical Medical Imaging" comprises 14 comprehensive contributions, ranging from insightful editorials to cutting-edge scientific articles, reviews, and commentaries. |
| format | Online |
| id | doab-20.500.12854ir-137888 |
| 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-1378882024-05-14T14:52:06Z Artificial Intelligence in Clinical Medical Imaging Giansanti, Daniele n/a dynamic contrast-enhanced imaging segmentation lesion detection small liver tumor convolutional neural network deep learning CNN diabetic retinopathy fundus image pooling function functional MRI resting state augmentation autism coronary angiography coronary artery stenosis detection one-stage detection without segmentation bone metastasis segmentation Double U-Net pre-train negative mining transfer learning brain tumor classification residual networks vanishing gradient feature learning medical diagnostics adaptive partitioning explainable AI kidney tumor segmentation optimization weight pruning UNet-PWP DeepLabV3+ GCAM-attention cardiovascular diseases acute myocardial infarction fractional flow reserve machine learning ensemble random forest 3D reconstruction artificial intelligence autism spectrum disorders fMRI lumbar disc bulging herniated intervertebral disc disc height decision tree plain radiography magnetic resonance imaging glaucoma image analysis thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TD Industrial chemistry and manufacturing technologies::TDC Industrial chemistry and chemical engineering::TDCW Pharmaceutical chemistry and technology The integration of artificial intelligence (AI) has propelled significant advancements in clinical medical imaging, offering unprecedented accuracy and efficiency in diagnostic procedures and treatment strategies. This transformative shift has permeated every sector of medical imaging, from traditional organ diagnostics to the dynamic realms of digital pathology and dermatology, where AI acts as a catalyst for innovation and progress. Now, consolidated into a reprint, the Special Issue titled "Artificial Intelligence in Clinical Medical Imaging" comprises 14 comprehensive contributions, ranging from insightful editorials to cutting-edge scientific articles, reviews, and commentaries. 2024-05-14T14:52:01Z 2024-05-14T14:52:01Z 2024 book ONIX_20240514_9783725808762_503 9783725808762 9783725808755 https://directory.doabooks.org/handle/20.500.12854/137888 eng application/octet-stream Attribution-NonCommercial-NoDerivatives 4.0 International https://mdpi.com/books/pdfview/book/9149 https://mdpi.com/books/pdfview/book/9149 MDPI - Multidisciplinary Digital Publishing Institute 10.3390/books978-3-7258-0875-5 10.3390/books978-3-7258-0875-5 46cabcaa-dd94-4bfe-87b4-55023c1b36d0 9783725808762 9783725808755 210 open access |
| spellingShingle | n/a dynamic contrast-enhanced imaging segmentation lesion detection small liver tumor convolutional neural network deep learning CNN diabetic retinopathy fundus image pooling function functional MRI resting state augmentation autism coronary angiography coronary artery stenosis detection one-stage detection without segmentation bone metastasis segmentation Double U-Net pre-train negative mining transfer learning brain tumor classification residual networks vanishing gradient feature learning medical diagnostics adaptive partitioning explainable AI kidney tumor segmentation optimization weight pruning UNet-PWP DeepLabV3+ GCAM-attention cardiovascular diseases acute myocardial infarction fractional flow reserve machine learning ensemble random forest 3D reconstruction artificial intelligence autism spectrum disorders fMRI lumbar disc bulging herniated intervertebral disc disc height decision tree plain radiography magnetic resonance imaging glaucoma image analysis thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TD Industrial chemistry and manufacturing technologies::TDC Industrial chemistry and chemical engineering::TDCW Pharmaceutical chemistry and technology Artificial Intelligence in Clinical Medical Imaging |
| title | Artificial Intelligence in Clinical Medical Imaging |
| title_full | Artificial Intelligence in Clinical Medical Imaging |
| title_fullStr | Artificial Intelligence in Clinical Medical Imaging |
| title_full_unstemmed | Artificial Intelligence in Clinical Medical Imaging |
| title_short | Artificial Intelligence in Clinical Medical Imaging |
| title_sort | artificial intelligence in clinical medical imaging |
| topic | n/a dynamic contrast-enhanced imaging segmentation lesion detection small liver tumor convolutional neural network deep learning CNN diabetic retinopathy fundus image pooling function functional MRI resting state augmentation autism coronary angiography coronary artery stenosis detection one-stage detection without segmentation bone metastasis segmentation Double U-Net pre-train negative mining transfer learning brain tumor classification residual networks vanishing gradient feature learning medical diagnostics adaptive partitioning explainable AI kidney tumor segmentation optimization weight pruning UNet-PWP DeepLabV3+ GCAM-attention cardiovascular diseases acute myocardial infarction fractional flow reserve machine learning ensemble random forest 3D reconstruction artificial intelligence autism spectrum disorders fMRI lumbar disc bulging herniated intervertebral disc disc height decision tree plain radiography magnetic resonance imaging glaucoma image analysis thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TD Industrial chemistry and manufacturing technologies::TDC Industrial chemistry and chemical engineering::TDCW Pharmaceutical chemistry and technology |
| topic_facet | n/a dynamic contrast-enhanced imaging segmentation lesion detection small liver tumor convolutional neural network deep learning CNN diabetic retinopathy fundus image pooling function functional MRI resting state augmentation autism coronary angiography coronary artery stenosis detection one-stage detection without segmentation bone metastasis segmentation Double U-Net pre-train negative mining transfer learning brain tumor classification residual networks vanishing gradient feature learning medical diagnostics adaptive partitioning explainable AI kidney tumor segmentation optimization weight pruning UNet-PWP DeepLabV3+ GCAM-attention cardiovascular diseases acute myocardial infarction fractional flow reserve machine learning ensemble random forest 3D reconstruction artificial intelligence autism spectrum disorders fMRI lumbar disc bulging herniated intervertebral disc disc height decision tree plain radiography magnetic resonance imaging glaucoma image analysis thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TD Industrial chemistry and manufacturing technologies::TDC Industrial chemistry and chemical engineering::TDCW Pharmaceutical chemistry and technology |
| url | ONIX_20240514_9783725808762_503 |