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Impact of a deep learning-based brain CT interpretation algorithm on clinical decision-making for intracranial hemorrhage in the emergency department.

• Authors : Choi SY; Department of Emergency Medicine, Yonsei University College of Medicine, 50 Yonsei-ro, Seodaemun-gu, Seoul, 03722, Republic of Korea.; Kim JH

Subjects: Deep Learning* ; Emergency Service, Hospital* ; Tomography, X-Ray Computed*/Tomography, X-Ray Computed*/Tomography, X-Ray Computed*/methods

• Source: Scientific reports [Sci Rep] 2024 Sep 27; Vol. 14 (1), pp. 22292. Date of Electronic Publication: 2024 Sep 27.Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited Medium: Internet ISSN:

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Deep learning based decision-making and outcome prediction for adolescent idiopathic scoliosis patients with posterior surgery.

• Authors : Chen K; Department of Orthopedics, Shanghai Changhai Hospital, Shanghai, 200433, China.; Zhai X

Subjects: Scoliosis*/Scoliosis*/Scoliosis*/surgery ; Scoliosis*/Scoliosis*/Scoliosis*/diagnostic imaging ; Deep Learning*

• Source: Scientific reports [Sci Rep] 2025 Jan 27; Vol. 15 (1), pp. 3389. Date of Electronic Publication: 2025 Jan 27.Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited Medium: Internet ISSN:

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Clinical validation of a deep learning-based approach for preoperative decision-making in implant size for total knee arthroplasty.

• Authors : Park KB; Department of Orthopaedic Surgery, University of Ulsan College of Medicine, Ulsan University Hospital, Ulsan, South Korea.; Kim MS

Subjects: Arthroplasty, Replacement, Knee*/Arthroplasty, Replacement, Knee*/Arthroplasty, Replacement, Knee*/methods ; Deep Learning* ; Knee Prosthesis*

• Source: Journal of orthopaedic surgery and research [J Orthop Surg Res] 2024 Oct 08; Vol. 19 (1), pp. 637. Date of Electronic Publication: 2024 Oct 08.Publisher: BioMed Central Country of Publication: England NLM ID: 101265112 Publication Model: Electronic Cited Medium: Internet ISSN: 1749-799X

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MRI to digital medicine diagnosis: integrating deep learning into clinical decision-making for lumbar degenerative diseases

• Authors : Baoyi Ke; Wenyu Ma; Junbo Xuan

Subjects: clinical decision-making; RD1-811; deep learning

• Source: Front SurgFrontiers in Surgery, Vol 11 (2025)

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NLE-ANSNet: A Multilevel Noise Estimation and Adaptive Scaling Framework for Hybrid Noise Suppression in Contrast-Enhanced Magnetic Resonance Imaging for Hepatocellular Carcinoma.

• Authors : Almotiri, Jasem¹ (AUTHOR)

• Source: Mathematics (2227-7390). Jun2025, Vol. 13 Issue 11, p1768. 35p.

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MRMS-CNNFormer: A Novel Framework for Predicting the Biochemical Recurrence of Prostate Cancer on Multi-Sequence MRI.

• Authors : Lian, Tao¹ (AUTHOR); Zhou, Mengting² (AUTHOR); Shao, Yangyang^2,3 (AUTHOR)

• Source: Bioengineering (Basel). May2025, Vol. 12 Issue 5, p538. 18p.

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AI-Powered Stroke Diagnosis System: Methodological Framework and Implementation.

• Authors : Narigina, Marta¹ (AUTHOR); Vindecs, Agris^1,2 (AUTHOR); Bošković, Dušanka^1,2 (AUTHOR)

• Source: Future Internet. May2025, Vol. 17 Issue 5, p204. 26p.

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Automatic literature screening using the PAJO deep-learning model for clinical practice guidelines.

• Authors : Lin Y; School of Medical Technology, Beijing Institute of Technology, Beijing, 100081, China.; Li J

Subjects: Deep Learning* ; Practice Guidelines as Topic*; Humans

• Source: BMC medical informatics and decision making [BMC Med Inform Decis Mak] 2023 Nov 03; Vol. 23 (1), pp. 247. Date of Publisher: BioMed Central Country of Publication: England NLM ID: 101088682 Publication Model: Electronic Cited Medium: Internet ISSN: 1472-6947

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Retrospective Clinical Trial to Evaluate the Effectiveness of a New Tanner–Whitehouse-Based Bone Age Assessment Algorithm Trained with a Deep Neural Network System.

• Authors : Lee, Meesun¹ (AUTHOR); Choi, Young-Hun^1,2 (AUTHOR); Lee, Seul-Bi^1,2,3 (AUTHOR)

• Source: Diagnostics (2075-4418). Apr2025, Vol. 15 Issue 8, p993. 13p.

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Brain Tumor Detection and Prediction in MRI Images Utilizing a Fine-Tuned Transfer Learning Model Integrated Within Deep Learning Frameworks.

• Authors : Rastogi, Deependra¹ (AUTHOR) ; Johri, Prashant² (AUTHOR); Donelli, Massimo^3,4 (AUTHOR)

• Source: Life (2075-1729). Mar2025, Vol. 15 Issue 3, p327. 37p.

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