Original ResearchPublished 12 October 2026EfficientNet-CICA: a sports image classification model based on causal intervention channel attentionJunnan Yang · Shaocong ZhaoFrontiers in Physiologydoi 10.3389/fphys.2026.1905347
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 9 October 2026Boundary-aware geometric Mamba network for breast tumor segmentation in 3D MRIZhejun Kuang · Yuxuan Zhu · Dawen Sun · Jian ZhaoFrontiers in Oncologydoi 10.3389/fonc.2026.1972153
Original ResearchPublished 30 September 2026CLSP-REQA : a real-time quality-aware closed-loop seizure prediction framework with Mamba-BiLSTM and confidence-gated interventionMufeng Chen · Qi Wu · Bingchao Huang · Xiwen Lai · Zekai Chen · Xinge Ouyang · Quansheng RenFrontiers in Neuroinformaticsdoi 10.3389/fninf.2026.1888743
Original ResearchPublished 29 September 2026MambaGLA-NPC: a 3D framework integrating CNN and state space models for robust multi-center nasopharyngeal carcinoma segmentationWei Jin · Xiaobo Chen · Weifeng Jin · Hai Liao · Li YuFrontiers in Genome Editingdoi 10.3389/fgeed.2026.1954329
Original ResearchPublished 11 September 2026MAFD-NET: multi-head attention dynamic sampling fusion network for power tower detection in high-resolution remote sensing imagesRui Ye · Tao Guo · Gong Chen · Chengyan He · Wei Zhang · Chun XieFrontiers in Energy Researchdoi 10.3389/fenrg.2026.1888547
Original ResearchPublished 1 September 2026TF-Mamba-DPHNet: a time-frequency state-space and dual-path interaction framework with hybrid cross-scale feature calibration for speech enhancementShaik AreefaBegam · Sunnydayal VanambathinaFrontiers in Signal Processingdoi 10.3389/frsip.2026.1911510
Original ResearchPublished 9 July 2026LiteMamba-Synth: lightweight state space models for efficient 3T-to-7T MRI translationZhengrui Zhang · Jie Dong · Haoting Yang · Zehong ChenFrontiers in Neuroanatomydoi 10.3389/fnana.2026.1886476
Original ResearchPublished 20 May 2026Active physical human-exoskeleton interaction based on motion intention adaptive recognition and synchronous trackingWeiguo Shi · Weiqun Wang · Jiaxing Wang · Shengda Liu · Xu Liang · Tianyu Lin · Kexin Xiang · Zeng-Guang HouFrontiers in Neuroroboticsdoi 10.3389/fnbot.2026.1779125
Original ResearchPublished 23 April 2026Interpretable vision mamba for SAR images classificationKaiming Zou · Ningbo He · Leijun Yao · Jialin Li · Yongfeng WangFrontiers in Neuroroboticsdoi 10.3389/fnbot.2026.1753927
SensorsPublished 7 April 2025Mamba with split-based pyramidal convolution and Kolmogorov-Arnold network-channel-spatial attention for electroencephalogram classificationZhe LiFrontiers in Sensorsdoi 10.3389/fsens.2025.1548729
