Neural Network Using for Prediction Spinal Diseases
Spine disease is a universal health issue. More than half of the world's people are troubled by all kinds of back pain problems throughout their lives. Therefore, it is particularly vital to predicting related diseases. The identification and prediction of disease is an important and time-consu...
| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
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FRUCT
2019-04-01
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| Series: | Proceedings of the XXth Conference of Open Innovations Association FRUCT |
| Subjects: | |
| Online Access: | https://fruct.org/publications/abstract24/files/Wan.pdf
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| _version_ | 1818837315342041088 |
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| author | Yue Wang Vera Verba Danil Bezumnov Elena Tarasenko |
| author_facet | Yue Wang Vera Verba Danil Bezumnov Elena Tarasenko |
| author_sort | Yue Wang |
| collection | DOAJ |
| description | Spine disease is a universal health issue. More than half of the world's people are troubled by all kinds of back pain problems throughout their lives. Therefore, it is particularly vital to predicting related diseases. The identification and prediction of disease is an important and time-consuming task in medical diagnostic systems. With proper initial data, we can use machine learning to develop more effective prediction and diagnosis plans for certain diseases. This paper describes the implementation of a neural network based on a back propagation algorithm that predicts certain spinal diseases based on some biomechanical properties of the patient to aid in medical diagnosis. |
| first_indexed | 2024-12-19T03:20:33Z |
| format | Article |
| id | doaj.art-69f0bbf9cb6445f688865345b2f49dd8 |
| institution | Directory Open Access Journal |
| issn | 2305-7254 2343-0737 |
| language | English |
| last_indexed | 2024-12-19T03:20:33Z |
| publishDate | 2019-04-01 |
| publisher | FRUCT |
| record_format | Article |
| series | Proceedings of the XXth Conference of Open Innovations Association FRUCT |
| spelling | doaj.art-69f0bbf9cb6445f688865345b2f49dd82022-12-21T20:37:46ZengFRUCTProceedings of the XXth Conference of Open Innovations Association FRUCT2305-72542343-07372019-04-0185424790796Neural Network Using for Prediction Spinal DiseasesYue Wang0Vera Verba1Danil Bezumnov2Elena Tarasenko3Moscow Technical University of Communications and InformaticsMoscow Technical University of Communications and InformaticsMoscow Technical University of Communications and InformaticsNational Research University Higher School of EconomicsSpine disease is a universal health issue. More than half of the world's people are troubled by all kinds of back pain problems throughout their lives. Therefore, it is particularly vital to predicting related diseases. The identification and prediction of disease is an important and time-consuming task in medical diagnostic systems. With proper initial data, we can use machine learning to develop more effective prediction and diagnosis plans for certain diseases. This paper describes the implementation of a neural network based on a back propagation algorithm that predicts certain spinal diseases based on some biomechanical properties of the patient to aid in medical diagnosis.https://fruct.org/publications/abstract24/files/Wan.pdf neural networkback propagation algorithmspine diseasedisease prediction |
| spellingShingle | Yue Wang Vera Verba Danil Bezumnov Elena Tarasenko Neural Network Using for Prediction Spinal Diseases Proceedings of the XXth Conference of Open Innovations Association FRUCT neural network back propagation algorithm spine disease disease prediction |
| title | Neural Network Using for Prediction Spinal Diseases |
| title_full | Neural Network Using for Prediction Spinal Diseases |
| title_fullStr | Neural Network Using for Prediction Spinal Diseases |
| title_full_unstemmed | Neural Network Using for Prediction Spinal Diseases |
| title_short | Neural Network Using for Prediction Spinal Diseases |
| title_sort | neural network using for prediction spinal diseases |
| topic | neural network back propagation algorithm spine disease disease prediction |
| url | https://fruct.org/publications/abstract24/files/Wan.pdf
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| work_keys_str_mv | AT yuewang neuralnetworkusingforpredictionspinaldiseases AT veraverba neuralnetworkusingforpredictionspinaldiseases AT danilbezumnov neuralnetworkusingforpredictionspinaldiseases AT elenatarasenko neuralnetworkusingforpredictionspinaldiseases |