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Leveraging transfer learning-driven convolutional neural network-based semantic segmentation model for medical image analysis using MRI images.

• Authors : Alshardan A; Department of Information Systems, College of Computer and Information Sciences, Princess Nourah bint Abdulrahman University, P.O. Box 84428, Riyadh, 11671, Saudi Arabia. .; Alruwais N

Subjects: Magnetic Resonance Imaging*/Magnetic Resonance Imaging*/Magnetic Resonance Imaging*/methods ; Neural Networks, Computer* ; Semantics*

• Source: Scientific reports [Sci Rep] 2024 Dec 18; Vol. 14 (1), pp. 30549. Date of Electronic Publication: 2024 Dec 18.Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited Medium: Internet ISSN:

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Automated brain tumor diagnostics: Empowering neuro-oncology with deep learning-based MRI image analysis.

• Authors : Gunasekaran S; Department of Computer Science and Engineering, Sathyabama Institute of Science and Technology, Chennai, India.; Mercy Bai PS

Subjects: Deep Learning* ; Magnetic Resonance Imaging*/Magnetic Resonance Imaging*/Magnetic Resonance Imaging*/methods ; Brain Neoplasms*/Brain Neoplasms*/Brain Neoplasms*/diagnostic imaging

• Source: PloS one [PLoS One] 2024 Aug 27; Vol. 19 (8), pp. e0306493. Date of Electronic Publication: 2024 Aug 27 (Print Publication: 2024).Publisher: Public Library of Science Country of Publication: United States NLM ID: 101285081 Publication Model: eCollection Cited Medium: Internet

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MRI free water mediates the association between diffusion tensor image analysis along the perivascular space and executive function in four independent middle to aged cohorts.

• Authors : Liu, Xiaodan; Maillard, Pauline; Barisano, Giuseppe

Subjects: cerebral small vessel disease (cSVD); diffusion tensor image analysis along the perivascular space index (DTI‐ALPS); free water (FW)

• Source: Alzheimers and Dementia. 21(2)

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Co-ordinate-based positional embedding that captures resolution to enhance transformer's performance in medical image analysis.

• Authors : Das BK; Digital Technology and Innovation, Siemens Healthineers, Erlangen, Germany. .; Pattern Recognition Lab, Department of Computer Science, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany. .

Subjects: Magnetic Resonance Imaging*/Magnetic Resonance Imaging*/Magnetic Resonance Imaging*/methods ; Image Processing, Computer-Assisted*/Image Processing, Computer-Assisted*/Image Processing, Computer-Assisted*/methods; Humans

• Source: Scientific reports [Sci Rep] 2024 Apr 23; Vol. 14 (1), pp. 9380. Date of Electronic Publication: 2024 Apr 23.Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited Medium: Internet ISSN:

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Enhancing Medical Image Analysis: DWT and SIDWT-Based Fusion of CT and MRI.

• Authors : Venkatesh, M.¹ ; Reddy, A. Vishnuvardhan² ; Neelima, P.³

• Source: Frontiers in Health Informatics. 2024, Vol. 13 Issue 3, p8497-8505. 9p.

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Generalizability in multi-centre cardiac image analysis with machine learning

• Authors : Campello Román, Víctor Manuel; University/Department: Universitat de Barcelona. Facultat de Matemàtiques; ...

Subjects: Aprenentatge automàtic; Aprendizaje automático; Machine learning

• Source: TDX (Tesis Doctorals en Xarxa)

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Multi-domain improves classification in out-of-distribution and data-limited scenarios for medical image analysis

• Authors : Ece Ozkan; Xavier Boix

Subjects: Diagnostic Imaging; Science; Magnetic Resonance Imaging

• Source: Sci RepScientific Reports, Vol 14, Iss 1, Pp 1-15 (2024)

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Deep learning solutions for inverse problems in advanced biomedical image analysis on disease detection

• Authors : Amal Alshardan; Hany Mahgoub; Nuha Alruwais

Subjects: Science; Biomedical image analysis; Deep learning

• Source: Sci RepScientific Reports, Vol 14, Iss 1, Pp 1-14 (2024)

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Attention deep residual networks for MR image analysis.

• Authors : Mei, Mengqing¹ (AUTHOR); He, Fazhi¹ (AUTHOR) ; Xue, Shan² (AUTHOR)

• Source: Neural Computing & Applications. Jun2023, Vol. 35 Issue 18, p12957-12966. 10p.

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Revolutionizing Cardiology: The Role of Artificial Intelligence in Echocardiography.

• Authors : Maturi, Bhanu¹ (AUTHOR) ; Dulal, Subash² (AUTHOR) ; Sayana, Suresh Babu³ (AUTHOR)

• Source: Journal of Clinical Medicine. Jan2025, Vol. 14 Issue 2, p625. 28p.

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