Massively Multiplexed Photonic Chip With Cross‐Channel Fusion For Harmonized Biosensing
We introduce a transformative sensing platform integrating photonic multiplexing with over 10 000 sensors and a deep‐learning framework that combines domain adaptation and cross‐channel fusion for harmonized operation across heterogeneous chips. The platform achieves 99.3% identification accuracy and relative prediction errors of 10−4$^{-4}$ for ...
Ivan Saetchnikov +3 more
wiley +1 more source
Type 2 Diabetes Mellitus and Chronic Venous Disease of the Lower Extremities: A Narrative Review. [PDF]
Saucedo JR +7 more
europepmc +1 more source
LigHTS: Biomimetic Hydrogel Photo‐Fabrication for Imaging‐Based Ultra‐High‐Throughput Screening
LigHTS removes a key bottleneck for ultra‐high‐throughput screening (UHTS) by enabling biomimetic hydrogel microenvironments to be manufactured directly in standard multiwell plates. A single, collimated UV exposure with formulation‐tuned light penetration patterns an entire plate with UHTS‐grade uniformity (<20% CV), producing structured GelMA films ...
Alessandro Enrico +7 more
wiley +1 more source
Compression Therapy Challenges and Ulcer Recurrence in Chronic Venous Insufficiency: A Case Report and Review of Management Approaches. [PDF]
Ramakrishnan R +4 more
europepmc +1 more source
On the Role of Preprocessing and Memristor Dynamics in Reservoir Computing for Image Classification
ABSTRACT Reservoir computing (RC) is an emerging recurrent neural network architecture that has attracted growing attention for its low training cost and modest hardware requirements. Memristor‐based circuits are particularly promising for RC, as their intrinsic dynamics can reduce network size and parameter overhead in tasks such as time‐series ...
Rishona Daniels +4 more
wiley +1 more source
Barriers to and enablers of prophylactic compression use by people at risk of venous leg ulcer recurrence: a qualitative study. [PDF]
Alkahtani AM +3 more
europepmc +1 more source
Fully connected neural network model for predicting postthrombotic syndrome in patients with deep vein thrombosis. [PDF]
Chen H, Yu Z, Li L, Qiu P, Zhao D.
europepmc +1 more source
Knowledge, Attitudes, and Practices Regarding Venous Thromboembolism Among Elderly Chinese Patients: A Cross-Sectional Study. [PDF]
Jin J +7 more
europepmc +1 more source
Improved outcomes for patients with autonomic movement disorders originally evaluated for psychogenic non-epileptiform spells. [PDF]
Khoo A +6 more
europepmc +1 more source

