Original ResearchPublished 29 September 2026Hybrid multi-model framework with knowledge distillation for precise and efficient sickle cell detectionMetta Manikanta Karthikeya Reddy · Cherukuri Krishna Lathvik · Arumuga Arun R · Karthik KFrontiers in Digital Healthdoi 10.3389/fdgth.2026.1938284
Original ResearchPublished 18 September 2026Reliability-aware knowledge distillation with self-evolving supervision for robust robotic visual perceptionYanlong Li · Xiaonan Wei · Zhenjie Jiang · Yi Gao · Kaiqi ChenFrontiers in Mechanical Engineeringdoi 10.3389/fmech.2026.1948436
Original ResearchPublished 9 September 2026GRALIS-Report: auditable region-level attribution and structured clinical report generation for breast cancer histologyRaimondo FanaleFrontiers in Imagingdoi 10.3389/fimag.2026.1885292
Original ResearchPublished 25 August 2026MemAF-KTCBM: a Memory-Aware Fractional optimisation-enabled deep learning model for atherosclerosis classificationNazarkar Pravalika · Jabeena A. · Vetriveeran RajamaniFrontiers in Medical Technologydoi 10.3389/fmedt.2026.1901028
Original ResearchPublished 25 August 2026A unified lightweight ADAS architecture integrating traffic sign recognition, forward collision warning, and bimodal distillation for autonomous perceptionM. Maddan · N. Sankkarshana · M. Gayathri · S. G. Rahul · T. M. AmirthalakshmiFrontiers in Future Transportationdoi 10.3389/ffutr.2026.1889785
Communications and NetworksPublished 15 October 2025Sentence-level consistency of conformer based pre-training distillation for Chinese speech recognitionHaifang Li · Chao Tang · Xin Yue · Xu LiFrontiers in Communications and Networksdoi 10.3389/frcmn.2025.1662788
