Differential privacy preserved federated learning for prognostic modeling in COVID-19 patients using large multi-institutional chest CT dataset.
Sign Up to like & getrecommendations! Published in 2024 at "Medical physics"
DOI: 10.1002/mp.16964
Abstract: BACKGROUND Notwithstanding the encouraging results of previous studies reporting on the efficiency of deep learning (DL) in COVID-19 prognostication, clinical adoption of the developed methodology still needs to be improved. To overcome this limitation, we… read more here.
Keywords: privacy; large multi; model; federated learning ... See more keywords
Effectiveness of hemi-thyroidectomy in relieving compressive symptoms in cases with large multi nodular goiter
Sign Up to like & getrecommendations! Published in 2021 at "Annals of Medicine and Surgery"
DOI: 10.1016/j.amsu.2021.01.088
Abstract: Introduction and importance This case series describe the efficacy of hemi-thyroidectomy to relieve the compressive symptoms of cases having large multi-nodular goiter with preservation of the thyroid gland function. It's considered as an education tool… read more here.
Keywords: compressive symptoms; large multi; hemi thyroidectomy; thyroidectomy ... See more keywords
Automated neonatal nnU-Net brain MRI extractor trained on a large multi-institutional dataset
Sign Up to like & getrecommendations! Published in 2024 at "Scientific Reports"
DOI: 10.1038/s41598-024-54436-8
Abstract: Brain extraction, or skull-stripping, is an essential data preprocessing step for machine learning approaches to brain MRI analysis. Currently, there are limited extraction algorithms for the neonatal brain. We aim to adapt an established deep… read more here.
Keywords: brain mri; brain; nnu net; large multi ... See more keywords
Graphon-Based Visual Abstraction for Large Multi-Layer Networks
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Transactions on Visualization and Computer Graphics"
DOI: 10.1109/tvcg.2025.3581034
Abstract: Graph visualization techniques provide a foundational framework for offering comprehensive overviews and insights into cloud computing systems, facilitating efficient management and ensuring their availability and reliability. Despite the enhanced computational and storage capabilities of larger-scale… read more here.
Keywords: layer; layer networks; large multi; abstraction ... See more keywords
Clinical and genetic ancestry profile of a large multi‐centre sickle cell disease cohort in Brazil
Sign Up to like & getrecommendations! Published in 2018 at "British Journal of Haematology"
DOI: 10.1111/bjh.15462
Abstract: Approximately 3500 children with sickle cell disease (SCD) are born in Brazil each year, but the burden of SCD morbidity is not fully characterised. A large, multi‐centre cohort was established to characterise clinical outcomes in… read more here.
Keywords: large multi; cohort; multi centre; cell disease ... See more keywords
The role of professional socialisation in confidence in vaccines and vaccination decision-makers: Insights from a large multi-wave survey in France
Sign Up to like & getrecommendations! Published in 2025 at "PLOS One"
DOI: 10.1371/journal.pone.0328548
Abstract: The Covid-19 pandemic has greatly expanded research on social determinants of health inequalities. Yet one crucial dimension remains underexplored: the influence of professional socialisation (i.e., the process through which individuals acquire not only knowledge and… read more here.
Keywords: wave survey; professional socialisation; large multi; vaccination ... See more keywords
Characteristics of Drivers’ Lane Choice at Large Multi-lane Roundabout
Sign Up to like & getrecommendations! Published in 2020 at "International Journal of Integrated Engineering"
DOI: 10.30880/ijie.2020.12.09.021
Abstract: The use of modern roundabout as an intersection treatment is a popular choice. To increase the capacity, large multi-lane roundabout has been implemented to solve traffic congestions. Comparatively to small single-lane roundabouts, where many studies… read more here.
Keywords: lane; roundabout; multi lane; large multi ... See more keywords