A privacy preserving machine learning framework for medical image analysis using quantized fully connected neural networks with TFHE based inference.
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| Title: | A privacy preserving machine learning framework for medical image analysis using quantized fully connected neural networks with TFHE based inference. |
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| Authors: | Selvakumar S; Department of Electronics and Communication Engineering, KIT-Kalaignarkarunanidhi Institute of Technology, Coimbatore, Tamil Nadu, 641402, India. sadhana@ieee.org., Senthilkumar B; Department of Electronics and Communication Engineering, KIT-Kalaignarkarunanidhi Institute of Technology, Coimbatore, Tamil Nadu, 641402, India. |
| Source: | Scientific reports [Sci Rep] 2025 Jul 30; Vol. 15 (1), pp. 27880. Date of Electronic Publication: 2025 Jul 30. |
| Publication Type: | Journal Article |
| Journal Info: | Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited Medium: Internet ISSN: 2045-2322 (Electronic) Linking ISSN: 20452322 NLM ISO Abbreviation: Sci Rep Subsets: MEDLINE |
| Database: | MEDLINE Ultimate |
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