Artificial Intelligence in Medical Imaging and Image Processing
This Reprint discusses the increasing significance of computer-aided diagnosis in modern healthcare, emphasizing its benefits for both medical professionals and patients. It highlights the growing role of automation in supporting human tasks, particularly in image analysis, facilitated by artificial...
সংরক্ষণ করুন:
| বিন্যাস: | Online |
|---|---|
| ভাষা: | ইংরেজি |
| প্রকাশিত: |
MDPI - Multidisciplinary Digital Publishing Institute
2024
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| বিষয়গুলি: | |
| অনলাইন ব্যবহার করুন: | ONIX_20240704_9783725812592_143 |
| ট্যাগগুলো: |
কোনো ট্যাগ নেই, প্রথমজন হিসাবে ট্যাগ করুন!
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| _version_ | 1869521228568461312 |
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| collection | Directory of Open Access Books |
| description | This Reprint discusses the increasing significance of computer-aided diagnosis in modern healthcare, emphasizing its benefits for both medical professionals and patients. It highlights the growing role of automation in supporting human tasks, particularly in image analysis, facilitated by artificial intelligence (AI) networks capable of performing multilayer pattern analyses. AI algorithms aid image segmentation, class assignment, and result description, leading to the standardization of diagnostic processes and optimalization of workflows. The implementation of AI enhances medical specialists' efficiency, thereby improving healthcare quality. The proposed selection of scientific papers presents the diversity of AI approaches and techniques for various computing systems, focusing on their applications in diagnostic imaging within the medical field. This Reprint aims to present current knowledge on AI methods in medical systems, fostering the exchange and understanding of AI's technical aspects and applications in modern radiology and medical image processing. |
| format | Online |
| id | doab-20.500.12854ir-139347 |
| 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-1393472024-07-04T09:44:52Z Artificial Intelligence in Medical Imaging and Image Processing Obuchowicz, Rafa? Strzelecki, Micha? Piórkowski, Adam machine learning artificial intelligence medical imaging machine learning survey machine  learning review. thema EDItEUR::M Medicine and Nursing thema EDItEUR::M Medicine and Nursing::MJ Clinical and internal medicine::MJA Medical diagnosis This Reprint discusses the increasing significance of computer-aided diagnosis in modern healthcare, emphasizing its benefits for both medical professionals and patients. It highlights the growing role of automation in supporting human tasks, particularly in image analysis, facilitated by artificial intelligence (AI) networks capable of performing multilayer pattern analyses. AI algorithms aid image segmentation, class assignment, and result description, leading to the standardization of diagnostic processes and optimalization of workflows. The implementation of AI enhances medical specialists' efficiency, thereby improving healthcare quality. The proposed selection of scientific papers presents the diversity of AI approaches and techniques for various computing systems, focusing on their applications in diagnostic imaging within the medical field. This Reprint aims to present current knowledge on AI methods in medical systems, fostering the exchange and understanding of AI's technical aspects and applications in modern radiology and medical image processing. 2024-07-04T09:44:46Z 2024-07-04T09:44:46Z 2024 book ONIX_20240704_9783725812592_143 9783725812592 9783725812608 https://directory.doabooks.org/handle/20.500.12854/139347 eng application/octet-stream Attribution-NonCommercial-NoDerivatives 4.0 International https://mdpi.com/books/pdfview/topic/9344 https://mdpi.com/books/pdfview/topic/9344 MDPI - Multidisciplinary Digital Publishing Institute 10.3390/books978-3-7258-1260-8 10.3390/books978-3-7258-1260-8 46cabcaa-dd94-4bfe-87b4-55023c1b36d0 9783725812592 9783725812608 596 open access |
| spellingShingle | machine learning artificial intelligence medical imaging machine learning survey machine  learning review. thema EDItEUR::M Medicine and Nursing thema EDItEUR::M Medicine and Nursing::MJ Clinical and internal medicine::MJA Medical diagnosis Artificial Intelligence in Medical Imaging and Image Processing |
| title | Artificial Intelligence in Medical Imaging and Image Processing |
| title_full | Artificial Intelligence in Medical Imaging and Image Processing |
| title_fullStr | Artificial Intelligence in Medical Imaging and Image Processing |
| title_full_unstemmed | Artificial Intelligence in Medical Imaging and Image Processing |
| title_short | Artificial Intelligence in Medical Imaging and Image Processing |
| title_sort | artificial intelligence in medical imaging and image processing |
| topic | machine learning artificial intelligence medical imaging machine learning survey machine  learning review. thema EDItEUR::M Medicine and Nursing thema EDItEUR::M Medicine and Nursing::MJ Clinical and internal medicine::MJA Medical diagnosis |
| topic_facet | machine learning artificial intelligence medical imaging machine learning survey machine  learning review. thema EDItEUR::M Medicine and Nursing thema EDItEUR::M Medicine and Nursing::MJ Clinical and internal medicine::MJA Medical diagnosis |
| url | ONIX_20240704_9783725812592_143 |