Matches in SemOpenAlex for { <https://semopenalex.org/work/W4320857194> ?p ?o ?g. }
- W4320857194 abstract "Abstract Data integration, data sharing, and standardized analyses are important enablers for data‐driven medical research. Circadian medicine is an emerging field with a particularly high need for coordinated and systematic collaboration between researchers from different disciplines. Datasets in circadian medicine are multimodal, ranging from molecular circadian profiles and clinical parameters to physiological measurements and data obtained from (wearable) sensors or reported by patients. Uniquely, data spanning both the time dimension and the spatial dimension (across tissues) are needed to obtain a holistic view of the circadian system. The study of human rhythms in the context of circadian medicine has to confront the heterogeneity of clock properties within and across subjects and our inability to repeatedly obtain relevant biosamples from one subject. This requires informatics solutions for integrating and visualizing relevant data types at various temporal resolutions ranging from milliseconds and seconds to minutes and several hours. Associated challenges range from a lack of standards that can be used to represent all required data in a common interoperable form, to challenges related to data storage, to the need to perform transformations for integrated visualizations, and to privacy issues. The downstream analysis of circadian rhythms requires specialized approaches for the identification, characterization, and discrimination of rhythms. We conclude that circadian medicine research provides an ideal environment for developing innovative methods to address challenges related to the collection, integration, visualization, and analysis of multimodal multidimensional biomedical data." @default.
- W4320857194 created "2023-02-16" @default.
- W4320857194 creator A5020544885 @default.
- W4320857194 creator A5031383932 @default.
- W4320857194 creator A5037720718 @default.
- W4320857194 creator A5042384280 @default.
- W4320857194 creator A5057106142 @default.
- W4320857194 creator A5068034730 @default.
- W4320857194 date "2023-02-28" @default.
- W4320857194 modified "2023-10-05" @default.
- W4320857194 title "Data integration and analysis for circadian medicine" @default.
- W4320857194 cites W1576627619 @default.
- W4320857194 cites W1754857113 @default.
- W4320857194 cites W1989742317 @default.
- W4320857194 cites W2018742491 @default.
- W4320857194 cites W2019198738 @default.
- W4320857194 cites W2035476735 @default.
- W4320857194 cites W2038123411 @default.
- W4320857194 cites W2056395995 @default.
- W4320857194 cites W2058618054 @default.
- W4320857194 cites W2075902832 @default.
- W4320857194 cites W2087176861 @default.
- W4320857194 cites W2097989412 @default.
- W4320857194 cites W2098498582 @default.
- W4320857194 cites W2103987983 @default.
- W4320857194 cites W2111970405 @default.
- W4320857194 cites W2117608012 @default.
- W4320857194 cites W2117950733 @default.
- W4320857194 cites W2120115128 @default.
- W4320857194 cites W2143406904 @default.
- W4320857194 cites W2156003764 @default.
- W4320857194 cites W2164572080 @default.
- W4320857194 cites W2165748167 @default.
- W4320857194 cites W2245126444 @default.
- W4320857194 cites W2271670697 @default.
- W4320857194 cites W2345018973 @default.
- W4320857194 cites W2401877286 @default.
- W4320857194 cites W2468432558 @default.
- W4320857194 cites W2560018525 @default.
- W4320857194 cites W2588851471 @default.
- W4320857194 cites W2608486237 @default.
- W4320857194 cites W2765681392 @default.
- W4320857194 cites W2790950219 @default.
- W4320857194 cites W2807106085 @default.
- W4320857194 cites W2809680745 @default.
- W4320857194 cites W2810448772 @default.
- W4320857194 cites W2889589921 @default.
- W4320857194 cites W2889844984 @default.
- W4320857194 cites W2899634104 @default.
- W4320857194 cites W2899705301 @default.
- W4320857194 cites W2905855069 @default.
- W4320857194 cites W2909833158 @default.
- W4320857194 cites W2917089251 @default.
- W4320857194 cites W2917295444 @default.
- W4320857194 cites W2946109016 @default.
- W4320857194 cites W2949231527 @default.
- W4320857194 cites W2949807557 @default.
- W4320857194 cites W2950697982 @default.
- W4320857194 cites W2951358180 @default.
- W4320857194 cites W2952406719 @default.
- W4320857194 cites W2963693643 @default.
- W4320857194 cites W2965281435 @default.
- W4320857194 cites W2968656279 @default.
- W4320857194 cites W2969513967 @default.
- W4320857194 cites W2978779225 @default.
- W4320857194 cites W2982076608 @default.
- W4320857194 cites W2990088015 @default.
- W4320857194 cites W3002693825 @default.
- W4320857194 cites W3003287522 @default.
- W4320857194 cites W3016031324 @default.
- W4320857194 cites W3023492574 @default.
- W4320857194 cites W3039659312 @default.
- W4320857194 cites W3041845641 @default.
- W4320857194 cites W3042844512 @default.
- W4320857194 cites W3043916828 @default.
- W4320857194 cites W3044888083 @default.
- W4320857194 cites W3085362956 @default.
- W4320857194 cites W3112714684 @default.
- W4320857194 cites W3117600953 @default.
- W4320857194 cites W3119150497 @default.
- W4320857194 cites W3126193027 @default.
- W4320857194 cites W3128596262 @default.
- W4320857194 cites W3133277172 @default.
- W4320857194 cites W3137396777 @default.
- W4320857194 cites W3143414762 @default.
- W4320857194 cites W3161794412 @default.
- W4320857194 cites W3166254754 @default.
- W4320857194 cites W3174085703 @default.
- W4320857194 cites W3175324719 @default.
- W4320857194 cites W3183705240 @default.
- W4320857194 cites W3185543477 @default.
- W4320857194 cites W3192864993 @default.
- W4320857194 cites W3209952744 @default.
- W4320857194 cites W4205291602 @default.
- W4320857194 cites W4205853425 @default.
- W4320857194 cites W4220825346 @default.
- W4320857194 cites W4226029570 @default.
- W4320857194 cites W4280548885 @default.
- W4320857194 cites W4281626044 @default.
- W4320857194 cites W4285315819 @default.