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Suggested Topics within your search.
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Automatic pain classification in older patients with hip fracture based on multimodal information fusion
Published 2025-07-01“…Abstract Given the limitations of unimodal pain recognition approaches, this study aimed to develop a multimodal pain recognition system for older patients with hip fractures using multimodal information fusion. The proposed system employs ResNet-50 for facial expression analysis and a VGG-based (VGGish) network for audio-based pain recognition. …”
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BuildNext-Net: A Network Based on Self-Attention and Equipped With an Efficient Decoder for Extracting Buildings From High-Resolution Remote Sensing Images
Published 2025-01-01“…To address this series of challenges, we propose a new method, BuildNext-Net, which consists of TransNext-EMAM blocks, upsampling convolution modules, context feature enhancement blocks (CFEBs), and multiscale depthwise convolution blocks (MSDWCBs). …”
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The association between parental BMI and offspring adiposity: A genetically informed analysis of trios.
Published 2025-08-01Get full text
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StApneaNet: A Deep Learning-Based Automatic Sleep Stage Adaptive Apnea Detection Network Using Single Channel EEG Signal
Published 2024-01-01“…Electroencephalography (EEG) signal is widely used for neural activity analysis and can play a significant role along with sleep stage information in sleep apnea event detection. In this paper, a sleep stage adaptive deep neural network based apnea detection scheme, namely StApneaNet is proposed using single channel EEG signal. …”
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CASNET2: evaluation of an electronic safety netting cancer toolkit for the primary care electronic health record: protocol for a pragmatic stepped-wedge RCT
Published 2020-08-01“…Introduction Safety-netting in primary care is the best practice in cancer diagnosis, ensuring that patients are followed up until symptoms are explained or have resolved. …”
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Effectiveness of a national mass distribution campaign of long-lasting insecticide-treated nets and indoor residual spraying on clinical malaria in Malawi, 2018–2020
Published 2021-05-01“…The WHO recommends mass distribution of long-lasting insecticide-treated bed nets (LLINs) every 3 years, but a national longitudinal evaluation has never been conducted in Malawi to determine LLIN effectiveness lifespans.Methods Using District Health Information Software 2 (DHIS2) health facility data, available from January 2018 to June 2020, we assessed malaria risk before and after a mass distribution campaign, stratifying by age group and comparing risk differences (RDs) by LLIN type or annual application of indoor residual spraying (IRS).Results 711 health facilities contributed 20 962 facility reports over 30 months. …”
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DualDyConvNet: Dual-Stream Dynamic Convolution Network via Parameter-Efficient Fine-Tuning for Predicting Motor Prognosis in Subacute Stroke
Published 2025-01-01“…In this study, we propose a novel framework, called dual-stream dynamic convolution network (DualDyConvNet), to predict motor recovery for two months using resting-state electroencephalogram data in the subacute phase. …”
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The Old Norse FrameNet (ONoFN): Developing a New Digital Resource for the Study of Semantics and Syntax within a Medieval Germanic Tradition
Published 2024-09-01“… The “Old Norse FrameNet” (ONoFN) project aims at filling the gap between digital resources informed by contemporary linguistic theory and traditional research on Old Norse and Germanic lexical semantics and literary and religious topoi. …”
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Progress and challenges in remotely sensed terrestrial carbon fluxes
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