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  1. 74061
    por Chen, Chao-Chen, Tsui, Fuchiang Rich
    Publicado 2020
    “…Unlike current state-of-the-art approach using band-pass filters, wavelet transforms can accurately capture both time and frequency information of a signal. …”
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    Comparing different wavelet transforms on removing electrocardiogram baseline wanders and special trends
  2. 74062
    “…Epidemiological, clinical, laboratory results, ART treatment, COVID treatment and outcomes were abstracted from patient records. …”
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    543. SARS-CoV-2 Viral Dynamics For Symptomatic People Living with HIV Requiring Hospitalization For COVID-19
  3. 74063
    “…We investigated differences in all-cause hospitalization between key demographic groups among people with HIV in the UK in the current antiretroviral therapy (ART) era. DESIGN/METHODS: We used data from the Royal Free HIV Cohort study between 2007 and 2018. …”
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    All-cause hospitalization according to demographic group in people living with HIV in the current antiretroviral therapy era
  4. 74064
    “…In this review, we will introduce the state-of-the-art in terms of AM physiology, while putting a special focus on its pro-tumorigenic role, and discuss its potential as a therapeutic target in oncology. …”
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    Targeting Adrenomedullin in Oncology: A Feasible Strategy With Potential as Much More Than an Alternative Anti-Angiogenic Therapy
  5. 74065
    “…CONCLUSIONS: DeepDist can predict inter-residue distances well and improve binary contact prediction over the existing state-of-the-art methods. Moreover, the predicted real-value distances can be directly used to reconstruct protein tertiary structures better than multi-class distance predictions due to the lower MSE. …”
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    Online Artículo Texto
    DeepDist: real-value inter-residue distance prediction with deep residual convolutional network
  6. 74066
    “…METHODS: We experimented with state-of-the-art bi-directional transformer-based language models, which utilize tweet-level representations that enable transfer learning (e.g., BERT, RoBERTa, XLNet, AlBERT, and DistilBERT), proposed fusion-based approaches, and compared the developed models with several traditional machine learning, including deep learning, approaches. …”
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    Text classification models for the automatic detection of nonmedical prescription medication use from social media
  7. 74067
    “…We compared Q-Finder with state-of-the-art approaches from both Subgroup Identification and Knowledge Discovery in Databases literature. …”
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    Q-Finder: An Algorithm for Credible Subgroup Discovery in Clinical Data Analysis — An Application to the International Diabetes Management Practice Study
  8. 74068
    “…We used this subset to construct a knowledge graph, and applied five state-of-the-art, neural knowledge graph completion algorithms (i.e., TransE, RotatE, DistMult, ComplEx, and STELP) to predict drug repurposing candidates. …”
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    Drug repurposing for COVID-19 via knowledge graph completion
  9. 74069
    “…Comprehensive experiments, including cross-fold validation, third-party dataset validation in human gut microbiota, wet-experimental functional validation, and structural investigation of predicted conserved sites, demonstrate not only the superior performance of our method over the state-of-art methods, but also the effectiveness and robustness of the proposed method. …”
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    HMD-ARG: hierarchical multi-task deep learning for annotating antibiotic resistance genes
  10. 74070
    “…This review examines the state of the art of PHA processing, shedding light on the green and cost-effective tailored strategies aimed at modulating and optimizing polymer performances. …”
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    In vivo and Post-synthesis Strategies to Enhance the Properties of PHB-Based Materials: A Review
  11. 74071
    “…State-of-the-art preoperative biomechanical analysis for the planning of spinal surgery not only requires the generation of three-dimensional patient-specific models but also the accurate biomechanical representation of vertebral joints. …”
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    Automated Pipeline to Generate Anatomically Accurate Patient-Specific Biomechanical Models of Healthy and Pathological FSUs
  12. 74072
    “…To this end, here we report a state-of-the-art DFT study to address (a) the structural and electronic properties of heterointerfaces between the MoS(2) monolayers and graphene, (b) the most convenient insertion sites for Na, and (c) the possible diffusion paths along the interface and the corresponding energy barrier heights. …”
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    First-Principles Study of Na Intercalation and Diffusion Mechanisms at 2D MoS(2)/Graphene Interfaces
  13. 74073
    “…This method makes the learning extremely rapid and precise, outperforming state of the art algorithms for RSNNs. While error-based approaches, (e.g. e-prop) trial after trial optimize the internal sequence of spikes in order to progressively minimize the MSE we assume that a signal randomly projected from an external origin (e.g. from other brain areas) directly defines the target sequence. …”
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    Target spike patterns enable efficient and biologically plausible learning for complex temporal tasks
  14. 74074
    “…In 2018, the language model Bidirectional Encoder Representations from Transformers (BERT) was introduced, generating new state-of-the-art results on several downstream tasks. The National NLP Clinical Challenges (n2c2) is an initiative that strives to tackle such downstream tasks on domain-specific clinical data. …”
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    Adapting Bidirectional Encoder Representations from Transformers (BERT) to Assess Clinical Semantic Textual Similarity: Algorithm Development and Validation Study
  15. 74075
    por Gola, Damian, König, Inke R.
    Publicado 2021
    “…RESULTS: Using a comprehensive simulation study we show that our new algorithm (median AUC: 0.66) can use information hidden in interactions and outperforms two other state-of-the-art algorithms, namely the Random Forest (median AUC: 0.54) and Elastic Net (median AUC: 0.50), if interactions are present in a scenario of two pairs of two features having small effects. …”
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    Empowering individual trait prediction using interactions for precision medicine
  16. 74076
    “…Study population comprised all HIV-infected individuals from Antiretroviral Therapy (ART) clinic. A total of 348 study subjects were recruited using systematic random sampling and 326 completed the interview. …”
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    Suicidal ideation and attempt among people living with HIV/AIDS in selected public hospitals: Central Ethiopia
  17. 74077
    por Nakata, Masanobu, Kreikemeyer, Bernd
    Publicado 2021
    “…This review summarizes the current state of the art regarding GAS pili, including a new mode of host-GAS interaction mediated by pili, along with insights into pilus expression in terms of tissue tropism.…”
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    Genetics, Structure, and Function of Group A Streptococcal Pili
  18. 74078
    “…METHODS: Prospective study conducted in a state of the art tertiary level PICU of a teaching and referral hospital. …”
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    Cost analysis of pediatric intensive care: a low-middle income country perspective
  19. 74079
    “…To verify the efficacy of COVID-DeepPredictor, it has been compared with other state-of-the-art prediction techniques based on Linear Discriminant Analysis, Random Forests, and Gradient Boosting Method. …”
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    COVID-DeepPredictor: Recurrent Neural Network to Predict SARS-CoV-2 and Other Pathogenic Viruses
  20. 74080
    “…Finally, our finding confirmed that the proposed MHN method significantly outperformed the normalization method of the state-of-the-art histogram matching.…”
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    Gaussian smoothing and modified histogram normalization methods to improve neural-biomarker interpretations for dyslexia classification mechanism
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