Original ResearchPublished 8 October 2026Multimodal classification of skin lesions based on lightweight gated low-rank hyper-fusion networkKe Wang · Tao Zhang · Xingqi Liu · Jiancun Zhou · Qian He · Jianxin HeFrontiers in Digital Healthdoi 10.3389/fdgth.2026.1947161
Original ResearchPublished 3 August 2026Identification of eye diseases with small fundus image datasets using a new unsupervised deep learning approachAl Rafi Aurnob · Sharia Arfin Tanim · Farook SattarFrontiers in Signal Processingdoi 10.3389/frsip.2026.1769553
Original ResearchPublished 29 July 2026Development and multicenter external validation of a deep learning model for early screening of thoracic ossification of the ligamentum flavum on routine chest radiographsZichuan Wu · Juehan Wang · Xuhong Zhang · Baifeng Sun · Min Qi · Yang LiuFrontiers in Radiologydoi 10.3389/fradi.2026.1867740
Original ResearchPublished 28 July 2026Swin-Qwen3: a three-stage vision–language framework for automated radiology report generation with multi-agent verificationHamida Abdaoui · Sabri Barbaria · Ahmed Al Kuwaiti · Noureddine Raouafi · Ridha Ben Salah · Hanene Boussi RahmouniFrontiers in Radiologydoi 10.3389/fradi.2026.1875905
Original ResearchPublished 8 July 2026Neutrosophic soft-computing ensemble for high-accuracy satellite image scene classificationEzhilmaran Devarasan · Maxime Mahieu Josse · Sm Arun · V. Vishal · Bapathu Koushika · Abhyuday Singh · Jenisha RachelFrontiers in Remote Sensingdoi 10.3389/frsen.2026.1882437
Original ResearchPublished 1 July 2026Early identification of PRISm from chest CT: a multimodal for three-class stratification of normal, PRISm, and COPDYan Mou · Xueqing Bian · Na Tian · Zheng Xia · Jinbo Shi · Ming Li · Zhimin Shao · Lin Qi · Haiyan Ge · Miao HuangFrontiers in Radiologydoi 10.3389/fradi.2026.1829853
Original ResearchPublished 19 June 2026SwinPyramidNet: a deep learning network for pear leaf disease classification using hybrid convolutional feature pyramids and swin transformerTejas Sharma · Nikhil Shinde · J. Mukundh · R. Karthik · K. SuganthiFrontiers in Signal Processingdoi 10.3389/frsip.2026.1821900
