Matches in SemOpenAlex for { <https://semopenalex.org/work/W3136879569> ?p ?o ?g. }
Showing items 1 to 100 of
100
with 100 items per page.
- W3136879569 abstract "Abstract “No-shows”, defined as missed appointments or late cancellations, is a central problem in healthcare systems. It has appeared to intensify during the COVID-19 pandemic and the nonpharmaceutical interventions, such as closures, taken to slow its spread. No-shows interfere with patients’ continuous care, lead to inefficient utilization of medical resources, and increase healthcare costs. We present a comprehensive analysis of no-shows for breast imaging appointments made during 2020 in a large medical network in Israel. We applied advanced machine learning methods to provide insights into novel and known predictors. Additionally, we employed causal inference methodology to infer the effect of closures on no-shows, after accounting for confounding biases, and demonstrate the superiority of adversarial balancing over inverse probability weighting in correcting these biases. Our results imply that a patient’s perceived risk of cancer and the COVID-19 time-based factors are major predictors. Further, we reveal that closures impact patients over 60, but not patients undergoing advanced diagnostic examinations." @default.
- W3136879569 created "2021-03-29" @default.
- W3136879569 creator A5003092468 @default.
- W3136879569 creator A5044349222 @default.
- W3136879569 creator A5049386514 @default.
- W3136879569 creator A5061426528 @default.
- W3136879569 creator A5073754251 @default.
- W3136879569 creator A5087580887 @default.
- W3136879569 creator A5018121200 @default.
- W3136879569 date "2021-03-13" @default.
- W3136879569 modified "2023-10-16" @default.
- W3136879569 title "Predictive and Causal Analysis of No-Shows for Medical Exams During COVID-19: A Case Study of Breast Imaging in a Nationwide Israeli Health Organization" @default.
- W3136879569 cites W2036193982 @default.
- W3136879569 cites W2328176404 @default.
- W3136879569 cites W2604207036 @default.
- W3136879569 cites W2724605769 @default.
- W3136879569 cites W2791071944 @default.
- W3136879569 cites W2968222480 @default.
- W3136879569 cites W2971072970 @default.
- W3136879569 cites W2999615587 @default.
- W3136879569 cites W3029878087 @default.
- W3136879569 cites W3036355930 @default.
- W3136879569 cites W3087012208 @default.
- W3136879569 cites W3102476541 @default.
- W3136879569 cites W3126709860 @default.
- W3136879569 cites W3138030262 @default.
- W3136879569 doi "https://doi.org/10.1101/2021.03.12.21253358" @default.
- W3136879569 hasPublicationYear "2021" @default.
- W3136879569 type Work @default.
- W3136879569 sameAs 3136879569 @default.
- W3136879569 citedByCount "1" @default.
- W3136879569 countsByYear W31368795692022 @default.
- W3136879569 crossrefType "posted-content" @default.
- W3136879569 hasAuthorship W3136879569A5003092468 @default.
- W3136879569 hasAuthorship W3136879569A5018121200 @default.
- W3136879569 hasAuthorship W3136879569A5044349222 @default.
- W3136879569 hasAuthorship W3136879569A5049386514 @default.
- W3136879569 hasAuthorship W3136879569A5061426528 @default.
- W3136879569 hasAuthorship W3136879569A5073754251 @default.
- W3136879569 hasAuthorship W3136879569A5087580887 @default.
- W3136879569 hasBestOaLocation W31368795691 @default.
- W3136879569 hasConcept C126322002 @default.
- W3136879569 hasConcept C126838900 @default.
- W3136879569 hasConcept C142724271 @default.
- W3136879569 hasConcept C154945302 @default.
- W3136879569 hasConcept C158600405 @default.
- W3136879569 hasConcept C159110408 @default.
- W3136879569 hasConcept C160735492 @default.
- W3136879569 hasConcept C162324750 @default.
- W3136879569 hasConcept C183115368 @default.
- W3136879569 hasConcept C26831200 @default.
- W3136879569 hasConcept C27415008 @default.
- W3136879569 hasConcept C2779134260 @default.
- W3136879569 hasConcept C2988170871 @default.
- W3136879569 hasConcept C3008058167 @default.
- W3136879569 hasConcept C37736160 @default.
- W3136879569 hasConcept C41008148 @default.
- W3136879569 hasConcept C50522688 @default.
- W3136879569 hasConcept C524204448 @default.
- W3136879569 hasConcept C71924100 @default.
- W3136879569 hasConcept C77350462 @default.
- W3136879569 hasConcept C89623803 @default.
- W3136879569 hasConceptScore W3136879569C126322002 @default.
- W3136879569 hasConceptScore W3136879569C126838900 @default.
- W3136879569 hasConceptScore W3136879569C142724271 @default.
- W3136879569 hasConceptScore W3136879569C154945302 @default.
- W3136879569 hasConceptScore W3136879569C158600405 @default.
- W3136879569 hasConceptScore W3136879569C159110408 @default.
- W3136879569 hasConceptScore W3136879569C160735492 @default.
- W3136879569 hasConceptScore W3136879569C162324750 @default.
- W3136879569 hasConceptScore W3136879569C183115368 @default.
- W3136879569 hasConceptScore W3136879569C26831200 @default.
- W3136879569 hasConceptScore W3136879569C27415008 @default.
- W3136879569 hasConceptScore W3136879569C2779134260 @default.
- W3136879569 hasConceptScore W3136879569C2988170871 @default.
- W3136879569 hasConceptScore W3136879569C3008058167 @default.
- W3136879569 hasConceptScore W3136879569C37736160 @default.
- W3136879569 hasConceptScore W3136879569C41008148 @default.
- W3136879569 hasConceptScore W3136879569C50522688 @default.
- W3136879569 hasConceptScore W3136879569C524204448 @default.
- W3136879569 hasConceptScore W3136879569C71924100 @default.
- W3136879569 hasConceptScore W3136879569C77350462 @default.
- W3136879569 hasConceptScore W3136879569C89623803 @default.
- W3136879569 hasLocation W31368795691 @default.
- W3136879569 hasOpenAccess W3136879569 @default.
- W3136879569 hasPrimaryLocation W31368795691 @default.
- W3136879569 hasRelatedWork W2009187570 @default.
- W3136879569 hasRelatedWork W2122018306 @default.
- W3136879569 hasRelatedWork W2123017979 @default.
- W3136879569 hasRelatedWork W2142495742 @default.
- W3136879569 hasRelatedWork W3091794096 @default.
- W3136879569 hasRelatedWork W3121689163 @default.
- W3136879569 hasRelatedWork W3144840725 @default.
- W3136879569 hasRelatedWork W3157117807 @default.
- W3136879569 hasRelatedWork W3177784447 @default.
- W3136879569 hasRelatedWork W4376610738 @default.
- W3136879569 isParatext "false" @default.
- W3136879569 isRetracted "false" @default.
- W3136879569 magId "3136879569" @default.
- W3136879569 workType "article" @default.