This study presents a deep learning–powered urinary sediment analysis system designed to operate on both web and mobile platforms. At its core is a UNet++ multi‐class segmentation model trained to identify various sediment types, including background, rod, red blood cells, white blood cells, yeast, miscellaneous, single epithelial cell, small ...
Justice Williams Asare +7 more
wiley +1 more source
An Overview of Deep Learning Techniques for Big Data IoT Applications
Reviews deep learning integration with cloud, fog, and edge computing in IoT architectures. Examines model suitability across IoT applications, key challenges, and emerging trends Provides a comparative analysis to guide future deep learning research in IoT environments.
Gagandeep Kaur +2 more
wiley +1 more source
Relativistic bound states within Basis Light-Front Quantization
We investigate the relativistic bound states in the non-perturbative regime with the light-front Hamiltonian formalism. Our studies focus on two systems, the relativistic Yukawa model and the light unflavored mesons. We apply the light-front Hamiltonian approach to the two-fermion bound state in the (3+1)-dimensional Yukawa model.
openaire +3 more sources
Light-Front Quantization and Spontaneous Symmetry Breaking
5 pages, Tex. Published in the Proceedings of the WORKSHOP ON HADRON PHYSICS, HADRONS94, Gramado, RS, Brasil, World Scientific, Singapore, 1994.
openaire +2 more sources
Electron form factors in Basis Light-front Quantization
In this paper, we evaluate the electromagnetic and gravitational form factors as well as the corresponding generalized parton distributions of the electron using the Basis Light-front Quantization approach to QED. We compare our results with those from light-front perturbation theory. We adopt a novel basis with its scale depending on the constituents'
Meng, Lingdi +6 more
openaire +2 more sources
Canonical Quantization for the Light-Front Weyl Gauge
18 pages, no ...
openaire +2 more sources
Search-optimized quantization in biomedical ontology alignment. [PDF]
Bouaggad O, Grabar N.
europepmc +1 more source
A Multimodal CMOS Readout IC for SWIR Image Sensors with Dual-Mode BDI/DI Pixels and Column-Parallel Two-Step Single-Slope ADC. [PDF]
Zhang Y +6 more
europepmc +1 more source
A Direct Current-to-Digital Converter IC for Luminescence-Based Detection Toward an Energy Efficient Transcutaneous Carbon Dioxide Sensor Wearable. [PDF]
Tufan TB, Larkin B, McNEILL J, Guler U.
europepmc +1 more source
Harnessing synthetic biology for energy-efficient bioinspired electronics: applications for logarithmic data converters. [PDF]
Oren I +6 more
europepmc +1 more source

