Original ResearchPublished 9 October 2026A robust lightweight deep learning network with deformable convolutions for efficient segmentation of optical coherence tomography imagesMehmood Nawaz · Syed Muhammad Tariq Abbasi · Sheheryar Khan · Muhammad Ameer Hamza · Khadija Bibi · Syeda Aimen Abbasi · Muhammad Daud · Muhammad Asim · Wu YuanFrontiers in Digital Healthdoi 10.3389/fdgth.2026.1892323
Original ResearchPublished 7 October 2026BVLab-analyzer: a unified visual toolbox for terabyte-scale whole-brain cell detection, neuron reconstruction, and vascular network extractionYing Hu · Xiaojun Wang · Pei Sun · Yuan Shen · Tingwei QuanFrontiers in Neuroinformaticsdoi 10.3389/fninf.2026.1925112
Original ResearchPublished 2 October 2026Adaptive calibration and spatio-temporal filtering for robust highway wrong-way driving detectionDian Liu · Xiaomei Yuan · Zening Zhang · Lambert Zhang · Haoxiang Wang · Yang LiuFrontiers in Future Transportationdoi 10.3389/ffutr.2026.1935771
Original ResearchPublished 29 September 2026Auditing visible and structural vegetation signals for urban forest monitoring using street-view imagery and airborne LiDARRui Zhang · Zhaoyi Li · Qingrui Li · Chen Shen · Xin Pan · Shulong YanFrontiers in Forests and Global Changedoi 10.3389/ffgc.2026.1960003
Original ResearchPublished 23 September 2026A context-aware and human-centered framework for road safety assessment using semantic scene understandingImad Tbaileh · Ahmed Radwan · Oroob Yaseen · Mohammed Elhenawy · Huthaifa I. Ashqar · Rashed Isam AshqarFrontiers in Future Transportationdoi 10.3389/ffutr.2026.1920858
MethodsPublished 22 July 2026High-precision individual tree canopy segmentation from UAV remote sensing imagery based on the improved BKFE-UNet modelQi Liu · Cui Jia · Linghan Gao · Haonan Wang · Chenfei Shi · Mengyu Xu · Kaiyu Jia · Siyu MaFrontiers in Remote Sensingdoi 10.3389/frsen.2026.1861186
Original ResearchPublished 14 May 2026Deep learning based thermal foot segmentation with probability inversion post-processing for automated epidural block assessmentSungjoon Hong · Milan TomaFrontiers in Imagingdoi 10.3389/fimag.2026.1795278
Analytical SciencePublished 25 June 2025Development of a rapid fiber-detection system using artificial intelligence in phase-contrast microscope images of actual atmospheric samplesYukiko Iida · Takashi Yamamoto · Kazuharu Iwasaki · Ken-Ichi Yuki · Kentaro Kiri · Hayato Yamashiro · Toshiyuki Toyoguchi · Atsushi TerazonoFrontiers in Analytical Sciencedoi 10.3389/frans.2025.1571840
