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Machine Learning and Deep Learning for Diagnosis of Lumbar Spinal Stenosis: Systematic Review and Meta-Analysis.

• Authors : Wang T; Beijing Chaoyang Hospital, Capital Medical University, Beijing, China.; Chen R

Subjects: Deep Learning* ; Machine Learning* ; Spinal Stenosis*/Spinal Stenosis*/Spinal Stenosis*/diagnosis

• Source: Journal of medical Internet research [J Med Internet Res] 2024 Dec 23; Vol. 26, pp. e54676. Date of Electronic Publication: 2024 Dec 23.Publisher: JMIR Publications Country of Publication: Canada NLM ID: 100959882 Publication Model: Electronic Cited Medium: Internet ISSN:

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Comprehensive Symptom Prediction in Inpatients With Acute Psychiatric Disorders Using Wearable-Based Deep Learning Models: Development and Validation Study.

• Authors : Hong M; Department of Neuropsychiatry, Seoul National University Hospital, Seoul, Republic of Korea.; Department of Psychiatry, Seoul National University College of Medicine, Seoul, Republic of Korea.

Subjects: Deep Learning* ; Wearable Electronic Devices* ; Inpatients*/Inpatients*/Inpatients*/psychology

• Source: Journal of medical Internet research [J Med Internet Res] 2024 Nov 13; Vol. 26, pp. e65994. Date of Electronic Publication: 2024 Nov 13.Publisher: JMIR Publications Country of Publication: Canada NLM ID: 100959882 Publication Model: Electronic Cited Medium: Internet ISSN:

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Development and Validation of Deep Learning-Based Infectivity Prediction in Pulmonary Tuberculosis Through Chest Radiography: Retrospective Study.

• Authors : Chung WY; Department of Pulmonary and Critical Care Medicine, Ajou University School of Medicine, Suwon, Republic of Korea.; Yoon J

Subjects: Tuberculosis, Pulmonary*/Tuberculosis, Pulmonary*/Tuberculosis, Pulmonary*/diagnostic imaging ; Deep Learning* ; Radiography, Thoracic*/Radiography, Thoracic*/Radiography, Thoracic*/methods

• Source: Journal of medical Internet research [J Med Internet Res] 2024 Nov 07; Vol. 26, pp. e58413. Date of Electronic Publication: 2024 Nov 07.Publisher: JMIR Publications Country of Publication: Canada NLM ID: 100959882 Publication Model: Electronic Cited Medium: Internet ISSN:

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Implications of Big Data Analytics, AI, Machine Learning, and Deep Learning in the Health Care System of Bangladesh: Scoping Review.

• Authors : Alam MA; Maternal and Child Health Division, International Centre for Diarrheal Disease Research, Bangladesh, Dhaka, Bangladesh.; Sajib MRUZ

Subjects: Big Data* ; Deep Learning* ; Machine Learning*

• Source: Journal of medical Internet research [J Med Internet Res] 2024 Oct 28; Vol. 26, pp. e54710. Date of Electronic Publication: 2024 Oct 28.Publisher: JMIR Publications Country of Publication: Canada NLM ID: 100959882 Publication Model: Electronic Cited Medium: Internet ISSN:

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Improving the Prognostic Evaluation Precision of Hospital Outcomes for Heart Failure Using Admission Notes and Clinical Tabular Data: Multimodal Deep Learning Model.

• Authors : Gao, Zhenyue¹ (AUTHOR); Liu, Xiaoli² (AUTHOR); Kang, Yu³ (AUTHOR)

• Source: Journal of Medical Internet Research. 2024, Vol. 26, p1-11. 11p.

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Automated Interpretation of Lung Sounds by Deep Learning in Children With Asthma: Scoping Review and Strengths, Weaknesses, Opportunities, and Threats Analysis.

• Authors : Ruchonnet-Métrailler I; Pediatric Pulmonology Unit, Department of Pediatrics, Geneva Children's Hospital, University Hospitals of Geneva, Geneva, Switzerland.; Faculty of Medicine, University of Geneva, Geneva, Switzerland.

Subjects: Asthma*/Asthma*/Asthma*/diagnosis ; Asthma*/Asthma*/Asthma*/physiopathology ; Deep Learning*

• Source: Journal of medical Internet research [J Med Internet Res] 2024 Aug 23; Vol. 26, pp. e53662. Date of Electronic Publication: 2024 Aug 23.Publisher: JMIR Publications Country of Publication: Canada NLM ID: 100959882 Publication Model: Electronic Cited Medium: Internet ISSN:

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Impact of Gold-Standard Label Errors on Evaluating Performance of Deep Learning Models in Diabetic Retinopathy Screening: Nationwide Real-World Validation Study.

• Authors : Wang Y; State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Guangdong Provincial Clinical Research Center for Ocular Diseases, Guangzhou, China.; School of Optometry, The Hong Kong Polytechnic University, Kowloon, China (Hong Kong).

Subjects: Diabetic Retinopathy*/Diabetic Retinopathy*/Diabetic Retinopathy*/diagnosis ; Deep Learning*; Humans

• Source: Journal of medical Internet research [J Med Internet Res] 2024 Aug 14; Vol. 26, pp. e52506. Date of Electronic Publication: 2024 Aug 14.Publisher: JMIR Publications Country of Publication: Canada NLM ID: 100959882 Publication Model: Electronic Cited Medium: Internet ISSN:

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An Effective Deep Learning Framework for Fall Detection: Model Development and Study Design.

• Authors : Zhang J; Beijing Kupei Sports Culture Corporation Limited, Beijing, China.; Institute of Artificial Intelligence in Sports, Capital University of Physical Education and Sports, Beijing, China.

Subjects: Accidental Falls*/Accidental Falls*/Accidental Falls*/prevention & control ; Deep Learning*; Humans

• Source: Journal of medical Internet research [J Med Internet Res] 2024 Aug 05; Vol. 26, pp. e56750. Date of Electronic Publication: 2024 Aug 05.Publisher: JMIR Publications Country of Publication: Canada NLM ID: 100959882 Publication Model: Electronic Cited Medium: Internet ISSN:

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A Computed Tomography-Based Fracture Prediction Model With Images of Vertebral Bones and Muscles by Employing Deep Learning: Development and Validation Study.

• Authors : Kong SH; Department of Internal Medicine, Seoul National University Bundang Hospital, Seongnam, Republic of Korea.; Cho W

Subjects: Deep Learning* ; Tomography, X-Ray Computed*/Tomography, X-Ray Computed*/Tomography, X-Ray Computed*/methods ; Spinal Fractures*/Spinal Fractures*/Spinal Fractures*/diagnostic imaging

• Source: Journal of medical Internet research [J Med Internet Res] 2024 Jul 12; Vol. 26, pp. e48535. Date of Electronic Publication: 2024 Jul 12.Publisher: JMIR Publications Country of Publication: Canada NLM ID: 100959882 Publication Model: Electronic Cited Medium: Internet ISSN:

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The Use of Deep Learning and Machine Learning on Longitudinal Electronic Health Records for the Early Detection and Prevention of Diseases: Scoping Review.

• Authors : Swinckels L; Department of Oral Public Health, Academic Centre for Dentistry Amsterdam (ACTA), University of Amsterdam and Vrije Universiteit, Amsterdam, Netherlands.; Department Oral Hygiene, Cluster Health, Sports and Welfare, Inholland University of Applied Sciences, Amsterdam, Netherlands.

Subjects: Electronic Health Records* ; Deep Learning* ; Machine Learning*

• Source: Journal of medical Internet research [J Med Internet Res] 2024 Aug 20; Vol. 26, pp. e48320. Date of Electronic Publication: 2024 Aug 20.Publisher: JMIR Publications Country of Publication: Canada NLM ID: 100959882 Publication Model: Electronic Cited Medium: Internet ISSN:

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