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| http://dx.doi.org/10.1002/da.23031 | DOI Listing |
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Organic Optocoupler with Simple Construction as an Effective Linear Current Transceiver.
Materials (Basel)
January 2025
ABB Corporate Technology Center, 13A Starowislna Str., 31-038 Krakow, Poland.
In this study, it is shown that an efficient organic optocoupler (OPC) can be fabricated using commercially available and solution-processable organic semiconductors. The transmitter is a single-active-layer organic light-emitting diode (OLED) made from a well-known polyparavinylene derivative, Super Yellow. The receiver is an organic light-emitting diode (OLSD) with a single active layer consisting of a mixture of the polymer donor PTB7-Th and the low-molecular-weight acceptor ITIC; the receiver operates without an applied reverse voltage.
View Article and Find Full Text PDFHuman-centered design of a health recommender system for orthopaedic shoulder treatment.
BMC Med Inform Decis Mak
January 2025
Department of Public Health Sciences, Clemson University, Clemson, SC, USA.
Background: Rich data on diverse patients and their treatments and outcomes within Electronic Health Record (EHR) systems can be used to generate real world evidence. A health recommender system (HRS) framework can be applied to a decision support system application to generate data summaries for similar patients during the clinical encounter to assist physicians and patients in making evidence-based shared treatment decisions.
Objective: A human-centered design (HCD) process was used to develop a HRS for treatment decision support in orthopaedic medicine, the Informatics Consult for Individualized Treatment (I-C-IT).
A novel importance scores based variable selection approach and validation using a MIR and NIR dataset.
Spectrochim Acta A Mol Biomol Spectrosc
January 2025
School of Pharmacy and Food Engineering, Wuyi University, Jiangmen 529020, PR China. Electronic address:
Variable selection is important in spectral analysis for improving interpretation quality and accuracy. This study introduces a novel variable selection process, named "VMHBSC", which consists of six steps, with each letter representing one step. To demonstrate its process and advantages, two datasets were employed, a mid-infrared spectral (MIR) dataset (234 × 7468, sample number × variables) of Chenpi samples (a traditional Chinese medicinal material derived from the dried peel of mature tangerines) and a near-infrared spectral (NIR) dataset (16000 × 256) for modeling competition.
View Article and Find Full Text PDFSituational analysis of malaria in Cabo Verde: From endemic control to elimination, history, cases data and challenges ahead.
PLOS Glob Public Health
January 2025
Laboratoire d'Ecologie Vectorielle et Parasitaire (LEVP), Université Cheikh Anta Diop de Dakar, Dakar, Senegal.
On 12 January 2024, Cabo Verde was officially certified by the WHO as a malaria-free country after six consecutive years without local transmission. This study analysed the malaria history of Cabo Verde from 1953 to certification in 2024, highlighted the valuable lessons learned, and discussed challenges for prevention reintroduction. Malaria data from the last 35 years (1988-2022) were analysed using descriptive analyses, and cases were mapped using the USGS National Map Viewer.
View Article and Find Full Text PDFApplication of machine learning for detecting high fall risk in middle aged workers using video-based analysis of the first three steps.
J Occup Health
January 2025
Panasonic Corporation, Department Electric Works Company/Engineering Division, Osaka, Japan.
Background: Falls are among the most prevalent workplace accidents, necessitating thorough screening for susceptibility to falls and customization of individualized fall prevention programs. The aim of this study was to develop and validate a high fall risk prediction model using machine learning (ML) and video-based first three steps in middle-aged workers.
Methods: Train data (n=190, age 54.
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