SURVEY OF MACHINE LEARNING APPLICATIONS IN MEDICAL IMAGING. ALGORITHMS AND TECHNOLOGIES
A literature survey was conducted attempting to report usage of Machine Learning (ML) algorithms in processing and interpretation of medical images (X-ray, CT scan, MRI, DEXA, etc.) for the purpose of diagnosing orthopedic disorders. ML algorithms and technologies developed exponentially over the...
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| Format: | Article |
| Language: | English |
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Academica Brancusi
2023-05-01
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| Series: | Fiabilitate şi Durabilitate |
| Subjects: | |
| Online Access: | https://www.utgjiu.ro/rev_mec/mecanica/pdf/2023-01/35_Popa%20Vlaicu%20Eremia%20-%20Survey%20of%20machine%20learning%20applications%20in%20medical%20imaging%20-%20Algorithms%20and%20technologies.pdf |
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| _version_ | 1823858110375133184 |
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| author | Marius Eremia Vlaicu POPA Mihai CRUCERU Bogdan DIACONU |
| author_facet | Marius Eremia Vlaicu POPA Mihai CRUCERU Bogdan DIACONU |
| author_sort | Marius Eremia Vlaicu POPA |
| collection | DOAJ |
| description | A literature survey was conducted attempting to report usage of Machine Learning
(ML) algorithms in processing and interpretation of medical images (X-ray, CT scan, MRI,
DEXA, etc.) for the purpose of diagnosing orthopedic disorders. ML algorithms and technologies
developed exponentially over the last decades triggered by advances in processing capacity,
open-source ML platforms, frameworks and libraries (Anaconda, Scikit, TensorFlow, OpenNN,
Torch and so on).
|
| format | Article |
| id | doaj-art-3bf696b3d57c47098041a204bb94188a |
| institution | Kabale University |
| issn | 1844-640X 2344-3669 |
| language | English |
| publishDate | 2023-05-01 |
| publisher | Academica Brancusi |
| record_format | Article |
| series | Fiabilitate şi Durabilitate |
| spelling | doaj-art-3bf696b3d57c47098041a204bb94188a2025-02-11T14:28:16ZengAcademica BrancusiFiabilitate şi Durabilitate1844-640X2344-36692023-05-01161219224SURVEY OF MACHINE LEARNING APPLICATIONS IN MEDICAL IMAGING. ALGORITHMS AND TECHNOLOGIESMarius Eremia Vlaicu POPA0Mihai CRUCERU1Bogdan DIACONU2Complexul Energetic OlteniaConstantin Brancusi” University of Tg-Jiu, ROMANIA Constantin Brancusi” University of Tg-Jiu, ROMANIAA literature survey was conducted attempting to report usage of Machine Learning (ML) algorithms in processing and interpretation of medical images (X-ray, CT scan, MRI, DEXA, etc.) for the purpose of diagnosing orthopedic disorders. ML algorithms and technologies developed exponentially over the last decades triggered by advances in processing capacity, open-source ML platforms, frameworks and libraries (Anaconda, Scikit, TensorFlow, OpenNN, Torch and so on). https://www.utgjiu.ro/rev_mec/mecanica/pdf/2023-01/35_Popa%20Vlaicu%20Eremia%20-%20Survey%20of%20machine%20learning%20applications%20in%20medical%20imaging%20-%20Algorithms%20and%20technologies.pdfartificial intelligencemachine learningmedical imagingmedical diagnosis |
| spellingShingle | Marius Eremia Vlaicu POPA Mihai CRUCERU Bogdan DIACONU SURVEY OF MACHINE LEARNING APPLICATIONS IN MEDICAL IMAGING. ALGORITHMS AND TECHNOLOGIES Fiabilitate şi Durabilitate artificial intelligence machine learning medical imaging medical diagnosis |
| title | SURVEY OF MACHINE LEARNING APPLICATIONS IN MEDICAL IMAGING. ALGORITHMS AND TECHNOLOGIES |
| title_full | SURVEY OF MACHINE LEARNING APPLICATIONS IN MEDICAL IMAGING. ALGORITHMS AND TECHNOLOGIES |
| title_fullStr | SURVEY OF MACHINE LEARNING APPLICATIONS IN MEDICAL IMAGING. ALGORITHMS AND TECHNOLOGIES |
| title_full_unstemmed | SURVEY OF MACHINE LEARNING APPLICATIONS IN MEDICAL IMAGING. ALGORITHMS AND TECHNOLOGIES |
| title_short | SURVEY OF MACHINE LEARNING APPLICATIONS IN MEDICAL IMAGING. ALGORITHMS AND TECHNOLOGIES |
| title_sort | survey of machine learning applications in medical imaging algorithms and technologies |
| topic | artificial intelligence machine learning medical imaging medical diagnosis |
| url | https://www.utgjiu.ro/rev_mec/mecanica/pdf/2023-01/35_Popa%20Vlaicu%20Eremia%20-%20Survey%20of%20machine%20learning%20applications%20in%20medical%20imaging%20-%20Algorithms%20and%20technologies.pdf |
| work_keys_str_mv | AT mariuseremiavlaicupopa surveyofmachinelearningapplicationsinmedicalimagingalgorithmsandtechnologies AT mihaicruceru surveyofmachinelearningapplicationsinmedicalimagingalgorithmsandtechnologies AT bogdandiaconu surveyofmachinelearningapplicationsinmedicalimagingalgorithmsandtechnologies |