Original ResearchPublished 9 October 2026TCNNISTD: a parallel transformer–CNN network for infrared small target detectionKaiheng Dai · Qiong Song · Qian Li · Chen Cheng · Yining HuangFrontiers in Computer Sciencedoi 10.3389/fcomp.2026.1895843
Original ResearchPublished 9 October 2026A multi-class fundus disease classification framework based on self-supervised contrastive learning and dual-branch networkLili Cai · Keke Hou · Zhong Mo · Shining DingFrontiers in Medicinedoi 10.3389/fmed.2026.1932626
Original ResearchPublished 18 August 2026HSD-Net: a dual-branch CNN-BiLSTM network with hybrid cepstral fusion for heart sound classificationCaijian Hua · Ye Tian · Liuying Li · Xia ZhouFrontiers in Medical Technologydoi 10.3389/fmedt.2026.1883548
