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  1. 74201
    “…Our proposed CNN-LSTM model gives superior accuracy (99.02%) than the other state-of-the-art models. Our method to get improved input, helped the CNN model to produce a very high true positive rate (TPR 1) and no false-negative result whereas false negative was a major problem while using Raw CXR images. …”
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    Online Artículo Texto
    Computer-aided COVID-19 diagnosis and a comparison of deep learners using augmented CXRs
  2. 74202
    “…To increase the number of PLHIV who are diagnosed and initiated on ART, in 2015, the South African Department of Health instituted Provider-Initiated Counselling and Testing (PICT) policy—encouraging healthcare providers to recommend HIV testing, but this strategy remains under-utilized. …”
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    Facilitators and barriers to implementing provider-initiated HIV counselling and testing at the clinic-level in Ekurhuleni District, South Africa
  3. 74203
    “…CONCLUSIONS: State of the art NLP models can extract and classify clinical text on violence from EHRs at acceptable levels of scale, efficiency and accuracy.…”
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    Online Artículo Texto
    Can natural language processing models extract and classify instances of interpersonal violence in mental healthcare electronic records: an applied evaluative study
  4. 74204
    “…We then trained and tested over a dozen state-of-the-art deep convolutional neural networks (CNNs) on the ExoNet database for image classification and automatic feature engineering, including: EfficientNetB0, InceptionV3, MobileNet, MobileNetV2, VGG16, VGG19, Xception, ResNet50, ResNet101, ResNet152, DenseNet121, DenseNet169, and DenseNet201. …”
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    Online Artículo Texto
    Environment Classification for Robotic Leg Prostheses and Exoskeletons Using Deep Convolutional Neural Networks
  5. 74205
    “…This is a cost-effective and alternative method with simple instrumentation approach for laboratories that lack highly specialized state-of-the-art instrumentation.…”
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    Online Artículo Texto
    Development and validation of liquid chromatography method for simultaneous determination of multiclass seven antibiotic residues in chicken tissues
  6. 74206
    “…In our opinion, cervical cancer patients with FIGO stage IIA1 are not good candidates for pHDR-BT, and could be given this treatment only after rigorous selection, including assessment with state-of-the-art imaging, due to higher probability of treatment failure.…”
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    Pre-operative high-dose-rate brachytherapy in early-stage cervical cancer: long-term single-center results
  7. 74207
    “…A two centre clinical study was performed to analyse exposure levels of cardiac physicians performing electrophysiology and haemodynamic procedures with the use of state of the art Zero-Gravity™ radiation protective system (ZG). …”
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    Occupational exposure to physicians working with a Zero-Gravity™ protection system in haemodynamic and electrophysiology labs and the assessment of its performance against a standard ceiling suspended shield
  8. 74208
    “…This pilot project provided preliminary evidence that a peer-led support model was acceptable, retained a high proportion of men in the early stages of ART, and supported men returning to care after treatment interruption. …”
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    Uptake and Short-Term Retention in HIV Treatment Among Men in South Africa: The Coach Mpilo Pilot Project
  9. 74209
    por Kuśmirek, Wiktor, Nowak, Robert
    Publicado 2022
    “…RESULTS AND CONCLUSIONS: We used WES data from the 1000 Genomes project to evaluate the impact of independent normalization on CNV calling performance and compared the results with state-of-the-art tools: CODEX and exomeCopy. The results proved that independent normalization allows to improve the rare CNVs detection specificity significantly. …”
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    CNVind: an open source cloud-based pipeline for rare CNVs detection in whole exome sequencing data based on the depth of coverage
  10. 74210
    “…In addition, the accuracy of classification between EMCI and LMCI achieves 79.64% using imbalanced FDG-PET images, which illustrates that the proposed method yields a state-of-the-art result of the classification accuracy between EMCI and LMCI based on PET images.…”
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    BMNet: A New Region-Based Metric Learning Method for Early Alzheimer’s Disease Identification With FDG-PET Images
  11. 74211
    “…Finally, the state-of-the-art concepts and advancements of hemodynamic imaging modalities are reviewed together with the advantages derived from the implementation of radiomics and machine learning analyses pipelines.…”
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    Hemodynamic Imaging in Cerebral Diffuse Glioma—Part B: Molecular Correlates, Treatment Effect Monitoring, Prognosis, and Future Directions
  12. 74212
    “…The proposed model also achieves comparable performance to the state-of-the-art deep learning techniques while not requiring a sizeable database, which is often expensive to build. …”
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    Neuromorphic Architecture Accelerated Automated Seizure Detection in Multi-Channel Scalp EEG
  13. 74213
    “…VDA-KLMF is compared with two state-of-the-art VDA prediction models (VDA-KATZ and VDA-RWR) and three classical association prediction methods (NGRHMDA, LRLSHMDA, and NRLMF) based on 5-fold cross validations on viruses, drugs, and VDAs on three datasets. …”
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    Discovery of Potential Therapeutic Drugs for COVID-19 Through Logistic Matrix Factorization With Kernel Diffusion
  14. 74214
    “…Our results show monosomies are relatively common and may play a role in early development of ART embryos. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13039-022-00582-5.…”
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    New insights regarding origin of monosomy occurrence in early developing embryos as demonstrated in preimplantation genetic testing
  15. 74215
    “…Arthrospira platensis (Spirulina) biomass is a valuable source of sustainable proteins, and the basis for new food and feed products. State-of-the-art production of Spirulina biomass in open pond systems only allows limited control of essential process parameters, such as light color, salinity control, or mixotrophic growth, due to the high risk of contaminations. …”
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    Modeling and Optimizing the Effect of Light Color, Sodium Chloride and Glucose Concentration on Biomass Production and the Quality of Arthrospira platensis Using Response Surface Methodology (RSM)
  16. 74216
    “…State of the art mathematical models are currently used to bridge the gap between basic research conducted in the laboratory and preclinical research conducted on large animals, which ultimately paves the way for clinical translation. …”
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    A Mathematical Model for Electrical Activity in Pig Atrial Tissue
  17. 74217
    “…The generation of TCR-like antibody and its CAR-T cells provides the state-of-the-art platform and proof-of-concept validation to broaden the scope of target antigen recognition and sheds light on the development of novel therapeutics for cancer immunotherapy.…”
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    Development of a TCR-like antibody and chimeric antigen receptor against NY-ESO-1/HLA-A2 for cancer immunotherapy
  18. 74218
    “…In spite of this potential, their low discharge capacities and poor rate performances limit them to be used as state-of-the-art SS-LMBs. This arise due to the low intrinsic ionic and electronic transport pathways within the solid components in the cathode during the fast charge/discharge processes. …”
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    Tuning of composition and morphology of LiFePO(4) cathode for applications in all solid-state lithium metal batteries
  19. 74219
    “…Vasant Kunj Left dIstal Transradial ArtEry approach (VKLITE) study aimed to assess the feasibility and safety of ldTRA access during coronary angiography (CAG) and percutaneous coronary intervention (PCI). …”
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    Safety and Feasibility of Ultrasound-Guided Access for Coronary Interventions through Distal Left Radial Route
  20. 74220
    “…As a result, we predict Diener’s SWB scale with the state-of-the-art quality, introduce the first predictive models for WHO-5, with similar quality, and reach high accuracy in the prediction of clinically meaningful classes of the latter scale. …”
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    Predicting subjective well-being in a high-risk sample of Russian mental health app users
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