Multi‐Modal AI Approach in Depression Detection and Treatment: A Systematic Review of Last Decade
Overview of multimodal approaches for depression detection and treatment. ABSTRACT Depression is a common and devastating mental health illness with serious personal and societal consequences. Despite advancing treatment techniques, there are still hurdles in the effective diagnosis and treatment of depression, such as prompt diagnosis, personalized ...
Smith K. Khare +3 more
wiley +1 more source
Assessment of Blood Glucose Measurement Using New Noninvasive Technology: Protocol and Methodology. [PDF]
Suradji EW +13 more
europepmc +1 more source
Machine learning using 6‐month rolling AF burden from cardiac implantable devices accurately predicts 1‐year progression to persistent atrial fibrillation. Higher AF intensity and frequency strongly identify high‐risk patients, enabling dynamic, point‐in‐time risk stratification to support earlier, targeted clinical intervention.
Alexei Nakonechnyi +14 more
wiley +1 more source
Automated Cardiac Arrest Detection Using Wrist-Worn Photoplethysmography: External Validation in Patients With Induced Shockable Cardiac Arrest (DETECT-1b). [PDF]
Edgar R +15 more
europepmc +1 more source
A two‐dimensional extended imidazole acceptor‐based organic photodetector delivers a lower dark current of 2.54 × 10−12 A/cm−2, peak detectivity of 1.08 × 1013 Jones, the widest linear dynamic range of 167.8 dB, and ultrafast response times of 307/319 ns. ABSTRACT Emerging optoelectronic tasks such as night‐vision imaging and wearable health monitoring
Chengwei Shan +12 more
wiley +1 more source
Measurement of heart rate and respiratory rate using remote photoplethysmography in paediatrics: a prospective comparative trial protocol - 'rMonitoped1'. [PDF]
Haas-Ferrua S +12 more
europepmc +1 more source
Daily‐Life, Sensor‐Derived Tremor Measures Are Sensitive to Progression in Early Parkinson's Disease
Objective Sensitive outcome measures are critical for evaluating the efficacy of novel treatments for Parkinson's disease (PD). In this study, we assess the sensitivity to change of sensor‐derived daily‐life tremor measures over 2 years in unmedicated and medicated persons with early PD.
Nienke A. Timmermans +10 more
wiley +1 more source
Wearable Device Photoplethysmography As a Viable Tool to Longitudinally Monitor Vasoconstriction Biomarkers for Predicting Vaso-Occlusive Crisis in Sickle Cell Disease: Feasibility and Validation Study. [PDF]
Shah P +5 more
europepmc +1 more source
Organic Photodetectors and Sensors for Low‐Light and Infrared Applications
This mini review highlights recent advances in organic photodetectors and sensors for low‐light and infrared applications, emphasizing molecular design, device architectures, and interface engineering that improve charge transport, detectivity, speed, and spectral selectivity.
Swarup Biswas, Hyeok Kim
wiley +1 more source
Noise-resilient spatial-channel refinement for robust remote photoplethysmography. [PDF]
Zhang X +7 more
europepmc +1 more source

