Edge AI for Climate-Aware ET0 Forecasting and Autonomous Precision Irrigation: A Hardware-Software Co-Design for Autonomous Precision Irrigation [PDF]
Precision agriculture is hindered by its dependence on centralized cloud infrastructures, which prevents deployment of advanced deep learning (DL) in disconnected, resource‑constrained rural environments.
Hodouto Horatio Harley Koffivi +3 more
doaj +1 more source
Meeting the latency and energy constraints on timing-critical edge-AI systems
International audienceSmart devices, with AI capabilities, at the edge have demonstrated impressive application results. The current trend in video/image analysis is to increase its resolution and classification accuracy.
Kucher, Inna +3 more
core +1 more source
Targeting the EpCAM‐AXL axis to overcome drug resistance in lung cancer
Lung cancer cells often evade therapy by hijacking signaling pathways. We reveal that cleaved EpCAM (sEpCAM) stabilizes the oncogenic protein AXL, driving NF‐κB and STAT3‐mediated chemoresistance. This EpCAM‐AXL axis identifies a high‐risk patient subset with poor prognosis.
Alexa Guerrero‐Alba +5 more
wiley +1 more source
DistilBERT vs Gemma-3 270M for Mobile Cyberbullying Detection: A Comparative Study [PDF]
Cyberbullying poses critical urban safety challenges, with current cloud-based detection systems creating privacy concerns and infrastructure dependencies that particularly affect under-resourced communities.
Edeh Emmanuel Chibuike +8 more
doaj +1 more source
Spatial heterogeneity of hotspot mutations and clonal relatedness in ovarian endometrioid carcinoma
Spatially resolved analysis revealed heterogeneous distributions of selected cancer‐associated mutations within ovarian endometrioid carcinomas. Shared mutations between paired endometrial and ovarian tumors supported clonal relatedness. These findings highlight the value of sampling multiple tumor regions when interpreting molecular profiles ...
Takahito Ashihara +10 more
wiley +1 more source
RoboMic is an automated confocal microscopy pipeline for high‐throughput functional imaging in living cells. Demonstrated with fluorescence recovery after photobleaching (FRAP), it integrates AI‐driven nuclear segmentation, ROI selection, bleaching, and analysis.
Selçuk Yavuz +6 more
wiley +1 more source
Flexible Edge-AI Software Execution Architecture Based on Cloud-Connected Incremental Learning
Edge AI computing transcends the passive execution of predefined software by making inferences in response to inputs. However, AI inference at the edge is only matrix operations with statically loaded weights defined in on-chip code flash memory.
Myeongjin Kang, Daejin Park
doaj +1 more source
Single‐molecule DNA flow‐stretch assays for high‐throughput DNA–protein interaction studies
We describe an optimised single‐molecule DNA flow‐stretch assay that visualises DNA–protein interactions in real time. Linear DNA fragments are tethered to a surface and stretched by buffer flow for fluorescence imaging. Using λ and φX174 DNA, this protocol enhances reproducibility and accessibility, providing a versatile approach for studying diverse ...
Ayush Kumar Ganguli +8 more
wiley +1 more source
UiO‐66(Zr) metal–organic frameworks are chemically stable, biocompatible, and highly tunable nanomaterials. Their modular structure enables controlled drug delivery, multimodal bioimaging, and light‐activated photodynamic therapy, supporting integrated diagnostic and therapeutic (theranostic) applications in cancer and biomedical research.
Veronika Huntošová +2 more
wiley +1 more source
Directed evolution of enzymes at the crossroads of tradition and innovation
An iterative cycle of data‐driven enzyme optimization comprising four stages: genetic diversification of a template enzyme, expression of protein variants, high‐throughput evaluation, and machine‐learning‐guided redesign of the next variant library.
Maria Tomkova +2 more
wiley +1 more source

