Phenotype‐driven approaches to enhance variant prioritization and diagnosis of rare disease
Sign Up to like & getrecommendations! Published in 2022 at "Human Mutation"
DOI: 10.1002/humu.24380
Abstract: Rare disease diagnostics and disease gene discovery have been revolutionized by whole‐exome and genome sequencing but identifying the causative variant(s) from the millions in each individual remains challenging. The use of deep phenotyping of patients… read more here.
Keywords: rare disease; phenotype driven; disease; diagnosis ... See more keywords
Data-Driven Approaches for Spatio-Temporal Analysis: A Survey of the State-of-the-Arts
Sign Up to like & getrecommendations! Published in 2020 at "Journal of Computer Science and Technology"
DOI: 10.1007/s11390-020-9349-0
Abstract: With the advancement of telecommunications, sensor networks, crowd sourcing, and remote sensing technology in present days, there has been a tremendous growth in the volume of data having both spatial and temporal references. This huge… read more here.
Keywords: temporal data; spatio temporal; survey; data driven ... See more keywords
Smart technologies driven approaches to tackle COVID-19 pandemic: a review
Sign Up to like & getrecommendations! Published in 2021 at "3 Biotech"
DOI: 10.1007/s13205-020-02581-y
Abstract: The novel coronavirus infection (COVID-19) is not diminishing without vaccine, but it impinges on human safety and economy can be minimized by adopting smart technology to combat pandemic situation. The implementation of new innovations and… read more here.
Keywords: smart technologies; technologies driven; robotics; driven approaches ... See more keywords
Application of untargeted volatile profiling and data driven approaches in wine flavoromics research.
Sign Up to like & getrecommendations! Published in 2021 at "Food research international"
DOI: 10.1016/j.foodres.2021.110392
Abstract: Traditional flavor chemistry research usually makes use of targeted approaches by focusing on the detection and quantification of key flavor active metabolites that are present in food and beverages. In the last decade, flavoromics has… read more here.
Keywords: approaches wine; research; untargeted volatile; data driven ... See more keywords
Date-driven approaches for modeling train control models: Comparison and case studies.
Sign Up to like & getrecommendations! Published in 2019 at "ISA transactions"
DOI: 10.1016/j.isatra.2019.08.024
Abstract: In railway systems, the train dynamics are usually affected by the external environment (e.g., snow and wind) and wear-out of on-board equipment, leading to the performance degradation of automatic train control algorithms. In most existing… read more here.
Keywords: train control; driven approaches; model; control models ... See more keywords
Advancing Satellite Precipitation Retrievals With Data Driven Approaches: Is Black Box Model Explainable?
Sign Up to like & getrecommendations! Published in 2021 at "Earth and Space Science"
DOI: 10.1029/2020ea001423
Abstract: Satellite‐based precipitation retrieval is an essential and long‐standing scientific problem. With an increase of observational satellite data, the advances of data‐driven approaches such as machine learning (ML)/deep learning (DL) are favored to deal with large… read more here.
Keywords: driven approaches; black box; model; precipitation ... See more keywords
Digital health data-driven approaches to understand human behavior
Sign Up to like & getrecommendations! Published in 2020 at "Neuropsychopharmacology"
DOI: 10.1038/s41386-020-0761-5
Abstract: Advances in digital technologies and data analytics have created unparalleled opportunities to assess and modify health behavior and thus accelerate the ability of science to understand and contribute to improved health behavior and health outcomes.… read more here.
Keywords: digital health; data driven; health data; driven approaches ... See more keywords
Materials-driven approaches to understand extrinsic drug resistance in cancer.
Sign Up to like & getrecommendations! Published in 2022 at "Soft matter"
DOI: 10.1039/d2sm00071g
Abstract: Metastatic cancer has a poor prognosis, because it is broadly disseminated and associated with both intrinsic and acquired drug resistance. Critical unmet needs in effectively killing drug resistant cancer cells include overcoming the drug desensitization… read more here.
Keywords: driven approaches; drug; cancer; drug resistance ... See more keywords
Guidelines for data-driven approaches to study transitions in multiscale systems: The case of Lyapunov vectors.
Sign Up to like & getrecommendations! Published in 2022 at "Chaos"
DOI: 10.1063/5.0093804
Abstract: This study investigates the use of covariant Lyapunov vectors and their respective angles for detecting transitions between metastable states in dynamical systems, as recently discussed in several atmospheric sciences applications. In a first step, the… read more here.
Keywords: guidelines data; driven approaches; lyapunov vectors; data driven ... See more keywords
MD³Net: Integrating Model-Driven and Data-Driven Approaches for Pansharpening
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Geoscience and Remote Sensing"
DOI: 10.1109/tgrs.2022.3196427
Abstract: Pansharpening is a special image fusion task of reconstructing a high-resolution multispectral (HRMS) image by integrating a panchromatic (PAN) image of high spatial resolution and a low-resolution multispectral (LRMS) image. To handle such an ill-posed… read more here.
Keywords: driven data; driven approaches; data driven; model driven ... See more keywords
Progress of Genomics-Driven Approaches for Sustaining Underutilized Legume Crops in the Post-Genomic Era
Sign Up to like & getrecommendations! Published in 2022 at "Frontiers in Genetics"
DOI: 10.3389/fgene.2022.831656
Abstract: Legume crops, belonging to the Fabaceae family, are of immense importance for sustaining global food security. Many legumes are profitable crops for smallholder farmers due to their unique ability to fix atmospheric nitrogen and their… read more here.
Keywords: progress genomics; legume crops; progress; driven approaches ... See more keywords