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Published in 2021 at "Sleep Medicine"
DOI: 10.1016/j.sleep.2021.02.006
Abstract: Objective The lockdown due to COVID-19 pandemic had a strong impact on daily habits, emotional experience, mental health and sleep. A large body of evidence suggests that dreams are affected by both waking experiences and…
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Keywords:
lockdown;
dream;
lockdown due;
qualitative features ... See more keywords
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Published in 2023 at "IEEE Access"
DOI: 10.1109/access.2022.3233768
Abstract: The effectiveness of any Machine Learning process depends on the accuracy of annotated data that is used to train a learner. However, manual annotation is expensive. Hence, researchers adopt a semi-supervised approach called active learning…
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Keywords:
churn prediction;
query strategy;
query;
qualitative features ... See more keywords
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Published in 2020 at "Mathematical Models and Methods in Applied Sciences"
DOI: 10.1142/s0218202520400114
Abstract: In this paper, we develop a continuum model for the movement of agents on a lattice, taking into account location desirability, local and far-range migration, and localized entry and exit rates. Sp...
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Keywords:
nonlinear nonlocal;
qualitative features;
model;
agent based ... See more keywords
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Published in 2022 at "Canadian Association of Radiologists Journal"
DOI: 10.1177/08465371221110913
Abstract: Purpose: To comprehensively evaluate qualitative and quantitative features for predicting invasiveness of pure ground-glass nodules (pGGNs) using multiplanar computed tomography. Methods: Ninety-three resected pGGNs (16 atypical adenomatous hyperplasia [AAH], 18 adenocarcinoma in situ [AIS], 31…
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Keywords:
glass nodules;
computed tomography;
pure ground;
predicting invasiveness ... See more keywords
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Published in 2022 at "Frontiers in Cardiovascular Medicine"
DOI: 10.3389/fcvm.2022.970438
Abstract: Cardiovascular diseases (CVDs), particularly ischemic heart disease (IHD) and stroke, present epidemiologically in a different way among sexes. The reasons of these sex-based differences should be delved into sex-specific cardiovascular (CV) risk factors and different…
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Keywords:
quantitative qualitative;
plaque;
sex;
coronary atherosclerotic ... See more keywords
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Published in 2022 at "Frontiers in Oncology"
DOI: 10.3389/fonc.2021.756828
Abstract: Background Isocitrate dehydrogenase (IDH) mutation and 1p19q codeletion status have been identified as significant markers for therapy and prognosis in lower-grade glioma (LGG). The current study aimed to construct a combined machine learning-based model for…
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Keywords:
idhmut;
molecular subtypes;
grade glioma;
model ... See more keywords
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Published in 2020 at "Forests"
DOI: 10.3390/f12010015
Abstract: Proper quality assessment of timber requires a certain level of knowledge and overview of technical conditions and correct identification and assessment of the qualitative features of trunks. The ratio of the highest quality classes is…
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Keywords:
beech oak;
oak trunks;
qualitative features;
quality assessment ... See more keywords