Matches in SemOpenAlex for { <https://semopenalex.org/work/W4285493339> ?p ?o ?g. }
- W4285493339 abstract "The opioid epidemic continues to contribute to loss of life through overdose and significant social and economic burdens. Many individuals who develop problematic opioid use (POU) do so after being exposed to prescribed opioid analgesics. Therefore, it is important to accurately identify and classify risk factors for POU. In this review, we discuss the etiology of POU and highlight novel approaches to identifying its risk factors. These approaches include the application of polygenic risk scores (PRS) and diverse machine learning (ML) algorithms used in tandem with data from electronic health records (EHR), clinical notes, patient demographics, and digital footprints. The implementation and synergy of these types of data and approaches can greatly assist in reducing the incidence of POU and opioid-related mortality by increasing the knowledge base of patient-related risk factors, which can help to improve prescribing practices for opioid analgesics." @default.
- W4285493339 created "2022-07-15" @default.
- W4285493339 creator A5032971510 @default.
- W4285493339 creator A5049025538 @default.
- W4285493339 creator A5075961872 @default.
- W4285493339 date "2022-07-15" @default.
- W4285493339 modified "2023-10-15" @default.
- W4285493339 title "Novel digital approaches to the assessment of problematic opioid use" @default.
- W4285493339 cites W1147826944 @default.
- W4285493339 cites W1657517065 @default.
- W4285493339 cites W1757854360 @default.
- W4285493339 cites W1759667598 @default.
- W4285493339 cites W1868427328 @default.
- W4285493339 cites W1910131335 @default.
- W4285493339 cites W1926993286 @default.
- W4285493339 cites W1966413688 @default.
- W4285493339 cites W1972242861 @default.
- W4285493339 cites W1972391943 @default.
- W4285493339 cites W1974086725 @default.
- W4285493339 cites W1981891354 @default.
- W4285493339 cites W1984986783 @default.
- W4285493339 cites W1985740186 @default.
- W4285493339 cites W1993030223 @default.
- W4285493339 cites W1997057722 @default.
- W4285493339 cites W1997092242 @default.
- W4285493339 cites W2012149849 @default.
- W4285493339 cites W2016741793 @default.
- W4285493339 cites W2018881798 @default.
- W4285493339 cites W2019482235 @default.
- W4285493339 cites W2021075383 @default.
- W4285493339 cites W2023680401 @default.
- W4285493339 cites W2025653942 @default.
- W4285493339 cites W2031951821 @default.
- W4285493339 cites W2040693211 @default.
- W4285493339 cites W2043768386 @default.
- W4285493339 cites W2044539913 @default.
- W4285493339 cites W2052941302 @default.
- W4285493339 cites W2055291191 @default.
- W4285493339 cites W2060382452 @default.
- W4285493339 cites W2065389309 @default.
- W4285493339 cites W2085277613 @default.
- W4285493339 cites W2098380904 @default.
- W4285493339 cites W2100706510 @default.
- W4285493339 cites W2109597010 @default.
- W4285493339 cites W2113959215 @default.
- W4285493339 cites W2123764225 @default.
- W4285493339 cites W2128960742 @default.
- W4285493339 cites W2132179865 @default.
- W4285493339 cites W2132311479 @default.
- W4285493339 cites W2136975768 @default.
- W4285493339 cites W2149400037 @default.
- W4285493339 cites W2149687135 @default.
- W4285493339 cites W2151654631 @default.
- W4285493339 cites W2159583324 @default.
- W4285493339 cites W2169608190 @default.
- W4285493339 cites W2195858538 @default.
- W4285493339 cites W2196497827 @default.
- W4285493339 cites W2222514281 @default.
- W4285493339 cites W2273847690 @default.
- W4285493339 cites W2278840164 @default.
- W4285493339 cites W2293922742 @default.
- W4285493339 cites W2300492567 @default.
- W4285493339 cites W2309832917 @default.
- W4285493339 cites W2317648909 @default.
- W4285493339 cites W2322715144 @default.
- W4285493339 cites W2337688125 @default.
- W4285493339 cites W2344684814 @default.
- W4285493339 cites W2345744153 @default.
- W4285493339 cites W2407290706 @default.
- W4285493339 cites W2493775166 @default.
- W4285493339 cites W2520224695 @default.
- W4285493339 cites W2564404047 @default.
- W4285493339 cites W2589089029 @default.
- W4285493339 cites W2591979262 @default.
- W4285493339 cites W2594687469 @default.
- W4285493339 cites W2603200375 @default.
- W4285493339 cites W2606892521 @default.
- W4285493339 cites W2611580340 @default.
- W4285493339 cites W2619261950 @default.
- W4285493339 cites W2742655882 @default.
- W4285493339 cites W2749082771 @default.
- W4285493339 cites W2755599975 @default.
- W4285493339 cites W2758936981 @default.
- W4285493339 cites W2767022557 @default.
- W4285493339 cites W2783927283 @default.
- W4285493339 cites W2790179710 @default.
- W4285493339 cites W2790223969 @default.
- W4285493339 cites W2791781475 @default.
- W4285493339 cites W2802825407 @default.
- W4285493339 cites W2803405387 @default.
- W4285493339 cites W2806147124 @default.
- W4285493339 cites W2886735328 @default.
- W4285493339 cites W2887870561 @default.
- W4285493339 cites W2888947223 @default.
- W4285493339 cites W2890254074 @default.
- W4285493339 cites W2898134536 @default.
- W4285493339 cites W2902543143 @default.
- W4285493339 cites W2919115771 @default.
- W4285493339 cites W2926612645 @default.
- W4285493339 cites W2932671560 @default.