A Multi-Task Deep Learning Framework for Characterizing Beating Behavior and Synchrony in Cardiomyocyte Clusters. [PDF]
Wang T +6 more
europepmc +1 more source
A Generative AI Framework to Predict Cardiomyocyte Contraction Function From Single Static Images
A single static hiPSC‐cardiomyocyte image is fed into a U‐Net‐GAN framework, which directly predicts a pixel‐resolved contraction heatmap without time‐lapse imaging. StyleGAN2‐generated synthetic cell–heatmap pairs augment training, improving prediction fidelity (SSIM = 0.84).
Andrew Kowalczewski +5 more
wiley +1 more source
Totally endoscopic beating-heart redo tricuspid valve replacement using a frame-preserving strategy: a case report. [PDF]
Nguyen SH, Anh Huy N, Van Ba V, Ngo TH.
europepmc +1 more source
A novel soft robotic propeller overcomes traditional efficiency‐flexibility tradeoffs via a hybrid pneumatic‐cable actuation strategy. This architecture enables active stiffness modulation with dual‐mode locomotion: tunable biomimetic swimming and earthworm‐inspired wriggling for confined spaces.
Jiazi Geng +6 more
wiley +1 more source
Reverse Nystagmus During Canalith Repositioning: A Misunderstood Predictor of Failed Epley Maneuver: A Retrospective Study Based on 60 Patients with Posterior Semicircular Canal BPPV. [PDF]
Chen J, Yang S.
europepmc +1 more source
This study introduces a subthreshold in‐memory anomaly detection architecture for wearable ECG monitoring using floating‐gate IGZO content‐addressable memories on a flexible substrate. Area‐engineered coupling provides a high subthreshold slope, while subthreshold operation realizes intrinsic exponential distance evaluation and linear voltage sensing ...
Hyung‐Jun Noh +4 more
wiley +1 more source
Recent Developments, Applications, and Future Prospects of Advanced Hearts-on-a-Chip. [PDF]
Kang A +8 more
europepmc +1 more source
Adaptive Collision Sensitivity for Efficient and Safe Human–Robot Collaboration
An adaptive collision‐sensitivity framework uses each robot link's effective mass to estimate contact forces online and decide when collaborative robots should stop or continue. Tested on simulated and real UR10e and simulated KUKA arms, it maintains conservative force estimates while reducing unnecessary stops and increasing task productivity. What is
Lukas Rustler +2 more
wiley +1 more source
Can the beating heart be advantageous during aortic arch replacement using frozen elephant trunk? [PDF]
Sef D, Sef D, Luthra S.
europepmc +1 more source

