Figure 1 gives the overall components of our proposed ML-Driven rehabilitation approach for lower limb exercises. Unlike others in literature, our approach leverages a hybrid approach combining Convolutional Neural Networks (CNN), Fuzzy…
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Estimating strawberry weight for grading by picking robot with point cloud completion and multimodal fusion network
Strawberry sample
The strawberry samples were collected from the SWEET Modern Strawberry Garden, located on Wanjiali North Road, Furong District, Changsha, Hunan Province, China (27° N, 112° E), which has a subtropical humid climate. As shown in…
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Association of PIV value with early mortality in ICU patients with sepsis-associated acute kidney injury from the MIMIC IV database
Data source
This study is based on the publicly available MIMIC-IV database (Version 2.2)17,18, a critical care database developed by the Complex Systems Monitoring Group at Beth Israel Deaconess Medical Center (BIDMC) in Boston, Massachusetts….
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Time-optimal path parameterization planning for automatic fiber placement based on reachability quadratic analysis
Fiber laid path
The widely used fiber placement paths currently include 0°, 90°, and ± 45° orientations. The 0° orientation enhances the transverse load-bearing capacity of the curved surface, while the ± 45° orientation enhances…
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Detection and isolation of viable cancer cells mediated by spytag and spycatcher using conditionally replicative adenovirus and magnetic microbeads
CR-Ad5-ST-GFP development
To target adenovirus replication to cancer cells, the hTERT promoter was utilized to drive E1A gene expression, exploiting its strong activity in cells with high telomerase levels (Fig. 2A). This enabled selective viral…
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Predictive modeling to uncover Parkinson’s disease characteristics that delay diagnosis
Clinical cohorts
We included PwPD from three distinct cohort studies into our analysis: (I) the Parkinson’s Progression Markers Initiative (PPMI, NCT04477785)27, which focuses on de-novo PwPD, (II) the French ICEBERG cohort study (NCT02305147)…
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Stakeholder acceptance of a robot-assisted social training scenario for autistic children compared to a tablet-computer-based approach
Weltgesundheitsorganisation WHO. ICD-10-GM, Internationale statistische Klassifikation der Krankheiten und verwandter Gesundheitsprobleme (2017).
Dziobek, I. E. A. Introducing MASC: A movie for the assessment of social cognition. J. Autism Dev….
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Underwater vessel sound recognition based on multi-layer feature and attention mechanism
In order to validate the superiority of the approach and the performance advantages of the model proposed in this paper, we conducted training and testing experiments on the ShipsEar dataset. The experimental platform configuration is shown in…
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Peripheral inflammatory factors as prognostic predictors for first-line PD-1/PD-L1 inhibitors in advanced non-small cell lung cancer
Mok, T. S. K. et al. Pembrolizumab versus chemotherapy for previously untreated, pd-l1-expressing, locally advanced or metastatic non-small-cell lung cancer (keynote-042): a randomised, open-label, controlled, phase 3 trial. Lancet 393(10183),…
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A functional digital model of the Dingo thermal neutron imaging beamline
All simulations were carried out using Geant4 (version 11.1, patch 1)14,15,16. The physics models used in this work are listed in Supplementary Materials Table S1. As in our previous work, we started with a 6 cm diameter circular beam to…
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