We have developed a semi‐automated shear flow platform using bright‐field optics and a machine‐learning analysis algorithm to dissect tumor‐microenvironment interactions. The algorithm quantifies the extent of adhesion at the single‐cell level and delivers consistent results within minutes instead of hours, facilitating high‐throughput analysis ...
Driti Ashok +7 more
wiley +1 more source
Harnessing AI for Transformative Healthcare: Proceedings and Strategic Roadmap from AI4Health Industry Day 2026 in Delaware. [PDF]
Payen C, Peng X, Shi W, Callahan P.
europepmc +1 more source
ABSTRACT Background The performance of 5D imaging in CHD has been previously demonstrated using ferumoxytol rather than gadolinium. Purpose To evaluate the performance of gadolinium enhanced 5D MRI relative to 2D and 3D MRI in CHD patients. Study Type Retrospective.
Christopher W. Roy +13 more
wiley +1 more source
PPFS-YOLO: Physics-Prior Frequency-Spatial Fusion for Robust Container Surface Damage Detection. [PDF]
Liu J, Gao F.
europepmc +1 more source
Autonomous Velocity Encoding (VENC) Selection Improves Precision of Quantitative Flow Measurement
ABSTRACT Background The optimal velocity encoding limit (VENC) in phase contrast MRI is subject‐specific because it depends on peak flow rate and the presence of flow jets. Currently, VENC is set manually with limited prior knowledge of the peak velocity. Setting the correct VENC might improve measurement precision or shorten scan times.
Pierre Daudé +9 more
wiley +1 more source
Recent Real-Time Aerial Object Detection Approaches, Performance, Optimization, and Efficient Design Trends for Onboard Performance: A Survey. [PDF]
Habash N, Alqumsan AA, Zhou T.
europepmc +1 more source
Human Capital Robotic Integration and Value Creation for Organizations
ABSTRACT Due to rapid advancements in artificial intelligence and machine learning, the research conversation has drifted from viewing robots as replacements for humans (i.e., the substitute view) to a view that considers the possible benefits of human–robot collaboration in the workplace (i.e., the complementary view).
Chou‐Yu Tsai +6 more
wiley +1 more source
CF-DETR: a robust transformer-based framework for small-scale chili flower detection in industrial chili production systems. [PDF]
Kuang M +9 more
europepmc +1 more source
A β$$ \beta $$‐variational autoencoder with β$$ \beta $$ = 0.1 generates high‐fidelity synthetic Raman spectra of industrial sinter with a 16‐fold improvement in spectral fidelity over SMOTE‐based augmentation (KL divergence: 0.0075 vs. 0.121), enabling reliable basicity prediction (R2 = 0.83) from limited labeled datasets.
Marjorie Ariele Pereira +4 more
wiley +1 more source
Protocol for quantitative analysis of adult zebrafish swimming behavior using DeepLabCut. [PDF]
Keerthisinghe P +3 more
europepmc +1 more source

