Approaches and Applications of Deep Learning in Virtual Medical Care
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| Title: | Approaches and Applications of Deep Learning in Virtual Medical Care |
|---|---|
| Description: | The recent advancements in the machine learning paradigm have various applications, specifically in the field of medical data analysis. Research has proven the high accuracy of deep learning algorithms, and they have become a standard choice for analyzing medical data, especially medical images, video, and electronic health records. Deep learning methods applied to electronic health records are contributing to understanding the evolution of chronic diseases and predicting the risk of developing those diseases. Approaches and Applications of Deep Learning in Virtual Medical Care considers the applications of deep learning in virtual medical care and delves into complex deep learning algorithms, calibrates models, and improves the predictions of the trained model on medical imaging. Covering topics such as big data and medical sensors, this critical reference source is ideal for researchers, academicians, practitioners, industry professionals, hospital workers, scholars, instructors, and students. |
| Authors: | Noor Zaman Jhanjhi, Loveleen Gaur, Mamoona Humayun |
| Resource Type: | eBook. |
| Subjects: | Machine learning, Deep learning (Machine learning), Diagnosis, Telecommunication in medicine |
| Categories: | COMPUTERS / Artificial Intelligence / General, MEDICAL / Diagnosis, MEDICAL / Informatics |
| Database: | eBook Collection (EBSCOhost) |
| FullText | Links: – Type: ebook-pdf – Type: ebook-epub Text: Availability: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: Approaches and Applications of Deep Learning in Virtual Medical Care – Name: Abstract Label: Description Group: Ab Data: The recent advancements in the machine learning paradigm have various applications, specifically in the field of medical data analysis. Research has proven the high accuracy of deep learning algorithms, and they have become a standard choice for analyzing medical data, especially medical images, video, and electronic health records. Deep learning methods applied to electronic health records are contributing to understanding the evolution of chronic diseases and predicting the risk of developing those diseases. Approaches and Applications of Deep Learning in Virtual Medical Care considers the applications of deep learning in virtual medical care and delves into complex deep learning algorithms, calibrates models, and improves the predictions of the trained model on medical imaging. Covering topics such as big data and medical sensors, this critical reference source is ideal for researchers, academicians, practitioners, industry professionals, hospital workers, scholars, instructors, and students. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AR" term="%22Noor+Zaman+Jhanjhi%22">Noor Zaman Jhanjhi</searchLink><br /><searchLink fieldCode="AR" term="%22Loveleen+Gaur%22">Loveleen Gaur</searchLink><br /><searchLink fieldCode="AR" term="%22Mamoona+Humayun%22">Mamoona Humayun</searchLink> – Name: TypePub Label: Resource Type Group: TypPub Data: eBook. – Name: Subject Label: Subjects Group: Su Data: <searchLink fieldCode="DE" term="%22Machine+learning%22">Machine learning</searchLink><br /><searchLink fieldCode="DE" term="%22Deep+learning+%28Machine+learning%29%22">Deep learning (Machine learning)</searchLink><br /><searchLink fieldCode="DE" term="%22Diagnosis%22">Diagnosis</searchLink><br /><searchLink fieldCode="DE" term="%22Telecommunication+in+medicine%22">Telecommunication in medicine</searchLink> – Name: SubjectBISAC Label: Categories Group: Su Data: <searchLink fieldCode="ZK" term="%22COMPUTERS+%2F+Artificial+Intelligence+%2F+General%22">COMPUTERS / Artificial Intelligence / General</searchLink><br /><searchLink fieldCode="ZK" term="%22MEDICAL+%2F+Diagnosis%22">MEDICAL / Diagnosis</searchLink><br /><searchLink fieldCode="ZK" term="%22MEDICAL+%2F+Informatics%22">MEDICAL / Informatics</searchLink> |
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| RecordInfo | BibRecord: BibEntity: Classifications: – Code: 616.075 Scheme: ddc Type: prePub Languages: – Code: eng Text: English Subjects: – SubjectFull: Machine learning Type: general – SubjectFull: Deep learning (Machine learning) Type: general – SubjectFull: Diagnosis Type: general – SubjectFull: Telecommunication in medicine Type: general Titles: – TitleFull: Approaches and Applications of Deep Learning in Virtual Medical Care Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Noor Zaman Jhanjhi – PersonEntity: Name: NameFull: Loveleen Gaur – PersonEntity: Name: NameFull: Mamoona Humayun – PersonEntity: Name: NameFull: Noor Zaman Jhanjhi – PersonEntity: Name: NameFull: Loveleen Gaur – PersonEntity: Name: NameFull: Mamoona Humayun IsPartOfRelationships: – BibEntity: Dates: – D: 01 M: 01 Type: published Y: 2022 – D: 16 M: 09 Type: profile Y: 2024 Identifiers: – Type: isbn-print Value: 9781799889298 – Type: isbn-electronic Value: 9781799889304 – Type: isbn-electronic Value: 9781799889311 Titles: – TitleFull: Approaches and Applications of Deep Learning in Virtual Medical Care Type: main |
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