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Multi scale self supervised learning for deep knowledge transfer in diabetic retinopathy grading.

• Authors : Almattar W; Information and Computer Science Department, King Fahd University of Petroleum and Minerals, Dhahran, 31261, Saudi Arabia. .; Department of Computer Science, Imam Abdulrahman Bin Faisal University, Dammam, 31441, Saudi Arabia. .

Subjects: Diabetic Retinopathy*/Diabetic Retinopathy*/Diabetic Retinopathy*/diagnosis ; Diabetic Retinopathy*/Diabetic Retinopathy*/Diabetic Retinopathy*/diagnostic imaging ; Diabetic Retinopathy*/Diabetic Retinopathy*/Diabetic Retinopathy*/pathology

• Source: Scientific reports [Sci Rep] 2025 Sep 30; Vol. 15 (1), pp. 33742. Date of Electronic Publication: 2025 Sep 30.Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited Medium: Internet ISSN:

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Cross-Scale Symmetry-Aware Causal Spatiotemporal Modeling with Adaptive Fusion and Region-Knowledge Transfer.

• Authors : Xu, Xueyu¹ (AUTHOR); Sun, Wenyuan² (AUTHOR); Rasiah, Ratneswary³ (AUTHOR)

• Source: Symmetry (20738994). Nov2025, Vol. 17 Issue 11, p2001. 26p.

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SDKT: Similar Domain Knowledge Transfer for Multivariate Time Series Classification Tasks.

• Authors : Wen, Jiaye¹ (AUTHOR); Zhou, Wenan¹ (AUTHOR)

• Source: Computational Intelligence. Dec2024, Vol. 40 Issue 6, p1-13. 13p.

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UniSyn: a multi-modal framework with knowledge transfer for anti-cancer drug synergy prediction

• Authors : Yaojia Chen; Yumeng Zhang; Mengting Niu

Subjects: Drug synergy prediction; Deep learning; Knowledge transfer

• Source: Genome Biology, Vol 27, Iss 1 (2026)

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From Single-Look to Multi-Temporal SAR Despeckling: A Latent-Space Guided Transfer Learning Approach.

• Authors : Pan, Baojing¹ (AUTHOR); Yu, Ze^1,2 (AUTHOR); Yao, Xianxun¹ (AUTHOR)

• Source: Remote Sensing. May2026, Vol. 18 Issue 9, p1402. 22p.

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PARKINSON'S DISEASE DIAGNOSTICS USING AI AND NATURAL LANGUAGE KNOWLEDGE TRANSFER.

• Authors : CHRONOWSKI, Maurycy¹ ; KŁACZYŃSKI, Maciej¹ ; DEC-ĆWIEK, Małgorzata²

• Source: Diagnostyka. 2024, Vol. 25 Issue 1, p1-6. 6p.

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His‐MMDM: Multi‐Domain and Multi‐Omics Translation of Histopathological Images with Diffusion Models.

• Authors : Li, Zhongxiao^1,2,3 (AUTHOR); Su, Tianqi⁴ (AUTHOR); Zhang, Bin^1,2 (AUTHOR)

• Source: Advanced Science. 4/2/2026, Vol. 13 Issue 19, p1-21. 21p.

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Single-Image Dehazing of High-Voltage Power Transmission Line Based on Unsupervised Iterative Learning of Knowledge Transfer.

• Authors : Cuan, Xiaoyi¹ (AUTHOR); Xie, Kai^1,2 (AUTHOR); Yang, Wei¹ (AUTHOR)

• Source: Mathematics (2227-7390). Oct2025, Vol. 13 Issue 20, p3256. 18p.

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Semantics-Guided Intra-Category Knowledge Transfer for Generalized Zero-Shot Learning.

• Authors : Yang, Fu-En¹ (AUTHOR); Lee, Yuan-Hao¹ (AUTHOR); Lin, Chia-Ching² (AUTHOR)

• Source: International Journal of Computer Vision. Jun2023, Vol. 131 Issue 6, p1331-1345. 15p.

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YOLOv12-VSD: A Transfer-Learning-Assisted Real-Time Detection Algorithm for Vehicle Surface Defects.

• Authors : Liu, Haopu¹ (AUTHOR); Zhao, Dequn² (AUTHOR); Li, Yu^1,2 (AUTHOR)

• Source: Sensors (14248220). May2026, Vol. 26 Issue 9, p2905. 19p.

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