Original ResearchPublished 1 October 2026MEMOIR-VLM—a multimodal vision-language model for Alzheimer's disease classification and question answeringSohail Haresh Gidwani · Tamoghna Chattopadhyay · Sophia I. Thomopoulos · Paul M. ThompsonFrontiers in Computational Neurosciencedoi 10.3389/fncom.2026.1902258
Original ResearchPublished 30 September 2026Scaling spatiotemporal transformers for regional food security: a tri-stream latent-dynamic approach to pre-harvest yield and price forecastingWirba Pountianus Berinyuy · Mvogo Ngono Joseph · Noumsi Woguia Auguste Vigny · Verdzekov Emile Tatinyuy · ELE PierreFrontiers in Earth Sciencedoi 10.3389/feart.2026.1895667
Original ResearchPublished 31 August 2026Spatiotemporal vision transformers with Byzantine-robust federated prompt tuning for continuous urban perceptionRajesh Ankareddy · Radhakrishnan DelhibabuFrontiers in Computer Sciencedoi 10.3389/fcomp.2026.1892207
Original ResearchPublished 12 August 2026EEG-fNIRS self-supervised emotion recognition method based on dual-stream Siamese networkYuGuo Wang · Honglin Wang · Ze Wang · Yan WuFrontiers in Neuroinformaticsdoi 10.3389/fninf.2026.1894506
Original ResearchPublished 31 July 2026Dual-domain transformer-based learned primal-dual reconstruction for PET imagingAnton Adelöw · Hamidreza Rashidykanan · Alessandro Guazzo · Massimiliano Colarieti-TostiFrontiers in Nuclear Medicinedoi 10.3389/fnume.2026.1885873
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
