Original ResearchPublished 12 October 2026Phylogenetic tree inference with tropical axial attentionChris Teska · Kurt Pasque · Ruriko Yoshida · Baran HashemiFrontiers in Systems Biologydoi 10.3389/fsysb.2026.1886918
Original ResearchPublished 9 October 2026Cross-continental generalizability of EHR foundation model: predicting length of stay in an Italian hospital using US-trained embeddingsGiovanna Nicora · Francesca Negri · Valentina Tibollo · Alberto Malovini · Arianna Dagliati · Lucia Sacchi · Federico Sottotetti · Paola Baiardi · Riccardo BellazziFrontiers in Digital Healthdoi 10.3389/fdgth.2026.1956993
Original ResearchPublished 9 October 2026A robust adversarial learning framework for EEG emotion recognitionHao Yang · Li Chen · Jianyong Gao · Junqiang Zhang · Jianfeng ZhangFrontiers in Neurologydoi 10.3389/fneur.2026.1951986
Original ResearchPublished 8 October 2026The dashboard says “perfect:” a systematic audit of label-free model monitoring and test-time adaptation under temporal distribution shift in network intrusion detectionWali Ahmed · Md Azizul Rahaman · Pappu Roy · Parves AlamFrontiers in Artificial Intelligencedoi 10.3389/frai.2026.1928858
Original ResearchPublished 1 October 2026CADA-Net: cross-altitude domain-adaptive perception for label-efficient onboard sensing in autonomous UAVsLiya CaiFrontiers in Neuroroboticsdoi 10.3389/fnbot.2026.1926034
Original ResearchPublished 30 September 2026Assisted exploration of difficult transitions in humanoid motion trackingChaojie Fu · Chengkai Su · Lei Jiang · Chengwei Zhuo · Kaixin Lan · Shaowen Cheng · Hongtao WangFrontiers in Neuroroboticsdoi 10.3389/fnbot.2026.1920711
Original ResearchPublished 18 September 2026Reliability-aware knowledge distillation with self-evolving supervision for robust robotic visual perceptionYanlong Li · Xiaonan Wei · Zhenjie Jiang · Yi Gao · Kaiqi ChenFrontiers in Mechanical Engineeringdoi 10.3389/fmech.2026.1948436
Original ResearchPublished 10 September 2026Explainable and cyber-resilient vision transformers for joint steering and collision-avoidance perception in autonomous drone navigation: a multi-task Grad-CAM frameworkChinyere Grace Kennedy · Mukiibi Moses · Simeon Okechukwu AjakweFrontiers in Future Transportationdoi 10.3389/ffutr.2026.1923890
Original ResearchPublished 9 September 2026AdaTent++: reliability-guided hybrid test-time adaptation for traffic sign detection under distribution shiftXiaomei Gai · Meichun Wang · Yantong Guo · Shiyu Wang · Ye Li · Rui FuFrontiers in Signal Processingdoi 10.3389/frsip.2026.1842851
Original ResearchPublished 3 July 2026Potential of Image2Image translation in reducing AI bias attributed to differences in CT reconstruction methods: proof-of-concept study on a paired datasetFeifei Li · Liliana Lourenco Caldeira · Astha Jaiswal · Nils Große Hokamp · Oya Beyan · Ekaterina KutafinaFrontiers in Radiologydoi 10.3389/fradi.2026.1875867
Bee SciencePublished 17 February 2025Climate change will alter Amazonian bumblebees’ distribution, but effects are species-specificPatrícia Nunes-Silva · André Luis Acosta · Rafael Cabral Borges · Breno Magalhães Freitas · Ricardo Caliari Oliveira · Tereza Cristina Giannini · Vera Lucia Imperatriz-FonsecaFrontiers in Bee Sciencedoi 10.3389/frbee.2025.1510004
Bird SciencePublished 1 July 2024Birds, bats and beyond: evaluating generalization in bioacoustics modelsBart van Merriënboer · Jenny Hamer · Vincent Dumoulin · Eleni Triantafillou · Tom DentonFrontiers in Bird Sciencedoi 10.3389/fbirs.2024.1369756
Bird SciencePublished 24 April 2024All thresholds barred: direct estimation of call density in bioacoustic dataAmanda K. Navine · Tom Denton · Matthew J. Weldy · Patrick J. HartFrontiers in Bird Sciencedoi 10.3389/fbirs.2024.1380636
