“…CONCLUSION: The unprecedented datasets, analyzed through state-of-the-art quasi-experimental methods and innovative mathematical models will provide essential evidences to the understanding and control of HIV/AIDS epidemic in LMICs such as Brazil.…”
Enlace del recurso
Enlace del recurso
Enlace del recurso

“…CONCLUSION: The metadta program implements state of art statistical procedures in an attempt to close the gap between methodological statisticians and systematic reviewers. …”
Enlace del recurso
Enlace del recurso
Enlace del recurso

“…To showcase the usage of ENNGene, we train multiple models on the RBP24 dataset, quickly reaching the state of the art while improving the performance on more than half of the proteins by including the evolutionary conservation score and tuning the network per protein. …”
Enlace del recurso
Enlace del recurso
Enlace del recurso

“…In both real-world scenarios (breast and colorectal cancer datasets), ExhauFS was benchmarked against state-of-the-art feature selection models, including L(1)-regularized sparse models. …”
Enlace del recurso
Enlace del recurso
Enlace del recurso

“…Ninety percent were WLWH; median CD4 count was 250 cells/µL [IQR 150–428], and 34.2% were on anti-retroviral treatment (ART). VIA-positivity was associated with younger age (OR 1.48, CI 1.28, 1.72 for 25–29 years vs. 30–49 years), and HIV-positivity (OR 1.85, CI 1.51, 2.28). …”
Enlace del recurso
Enlace del recurso
Enlace del recurso

“…In recent years, the concentration of mortality has shifted towards older ages, and the mortality burden from cardiovascular diseases and other chronic NCDs are more prominent as people living with HIV/AIDS access ART and live longer. Changes in life expectancy at birth, distribution of deaths by age, and major cause-of-death categories in the Agincourt population follow a similar pattern to the South African population. …”
Enlace del recurso
Enlace del recurso
Enlace del recurso

“…MATERIALS AND METHODS: This was a retrospective quantitative study amongst PLHIV who do not have active TB and enrolled in 2019 - 2020 for anti-retroviral therapy (ART) in Butebo district, Uganda. Data related to demographic factors (age, sex, religion, marital status, employment status, education level, area of residence, household density), health facility factors (pre-IPT counseling), community factors [distance from Health Center (H/C), incurred costs to reach H/C], and IPT drug-related factors [frequency of Isoniazid (INH) refill, INH stock-outs] were collected from four health facilities using a checklist. …”
Enlace del recurso
Enlace del recurso
Enlace del recurso

“…METHODS: A state-of-the-art deep learning (DL) model was used for automatic segmentation of both ventricles and the myocardium from cine short-axis CMR. …”
Enlace del recurso
Enlace del recurso
Enlace del recurso

“…PURPOSE: Although multiple imputation is the state-of-the-art method for managing missing data, mixed models without multiple imputation may be equally valid for longitudinal data. …”
Enlace del recurso
Enlace del recurso
Enlace del recurso

“…Experimental results show that SSA-Net outperforms state-of-the-art medical image segmentation networks and provides clinically interpretable saliency maps, which are useful for COVID-19 diagnosis and patient triage. …”
Enlace del recurso
Enlace del recurso
Enlace del recurso

“…Digital Story Telling (DST) is an art-based research method used to explore embodied experience of health and initiate dialogue with under-represented groups on issues affecting them. …”
Enlace del recurso
Enlace del recurso
Enlace del recurso

“…The experimental result are compared with state-of-the-art algorithms, i.e., ALO, STOA, PSO, GWO, HHO, MFO, and MPA and found that the mean accuracy achieved is in range 0.94–1.00.…”
Enlace del recurso
Enlace del recurso
Enlace del recurso

“…The proposed model produced an efficient Dice score of 90% on a 100 cases dataset, 95% on the NSCLC dataset, 88.49% on the COVID19 dataset, and 97.33 on the StructSeg 2019 dataset as compared to existing state-of-the-art models. The proposed solution could be used for COVID19 segmentation in clinic applications. …”
Enlace del recurso
Enlace del recurso
Enlace del recurso

“…AMYPred-FRL combined six well-known ML algorithms (extremely randomized tree, extreme gradient boosting, k-nearest neighbor, logistic regression, random forest, and support vector machine) with ten different sequence-based feature descriptors to generate 60 probabilistic features (PFs), as opposed to state-of-the-art methods developed by a single feature-based approach. …”
Enlace del recurso
Enlace del recurso
Enlace del recurso

“…Prediction took 0.2 s, and was 2,000 times faster than a state-of-the-art atlas-based segmentation method. CONCLUSION: IE-Vnet TFS segmentation demonstrated high accuracy, robustness toward domain shift, and rapid prediction times. …”
Enlace del recurso
Enlace del recurso
Enlace del recurso

“…Finally, we suggested KGs-guided computationally more effective seven candidate drugs (NVP-BHG712, Nilotinib, GSK2126458, YM201636, TG-02, CX-5461, AP-24534) compared to other published drugs by cross-validation with the state-of-the-art alternatives top-ranked independent receptor proteins. …”
Enlace del recurso
Enlace del recurso
Enlace del recurso

“…The experimental results showed that the proposed network achieved an average Jaccard index of 90.4% on ISIC 2016, 81.8% on ISIC 2017, and 89.1% on ISIC 2018 datasets, respectively which is recorded as higher than the top three winners of the ISIC challenge and other state-of-the-art methods. Also, the model successfully extracts lesions from the whole image in one pass in less time, requiring no pre-processing step. …”
Enlace del recurso
Enlace del recurso
Enlace del recurso

“…Experimental results indicate that RWRT performs significantly better than the state-of-the-art methods and improves the area under the receiver-operating curve (AUROC) by no less than 18%. …”
Enlace del recurso
Enlace del recurso
Enlace del recurso

“…Our cases may reflect the need for further studies on the safety of COVID-19 vaccines in people with HIV/AIDS-associated CNS opportunistic infection as well as people with HIV/AIDS who never receive antiretroviral treatment (ART).…”
Enlace del recurso
Enlace del recurso
Enlace del recurso

“…When compared to state-of-the-art baselines, CoQUAD outperforms the previous models, achieving an exact match ratio score of 77.50% and an F1 score of 77.10%. …”
Enlace del recurso
Enlace del recurso
Enlace del recurso