Matches in SemOpenAlex for { <https://semopenalex.org/work/W4378100319> ?p ?o ?g. }
Showing items 1 to 67 of
67
with 100 items per page.
- W4378100319 abstract "Much attention and concern has been raised recently about bias and the use of machine learning algorithms in healthcare, especially as it relates to perpetuating racial discrimination and health disparities. Following an initial system dynamics workshop at the Data for Black Lives II conference hosted at MIT in January of 2019, a group of conference participants interested in building capabilities to use system dynamics to understand complex societal issues convened monthly to explore issues related to racial bias in AI and implications for health disparities through qualitative and simulation modeling. In this paper we present results and insights from the modeling process and highlight the importance of centering the discussion of data and healthcare on people and their experiences with healthcare and science, and recognizing the societal context where the algorithm is operating. Collective memory of community trauma, through deaths attributed to poor healthcare, and negative experiences with healthcare are endogenous drivers of seeking treatment and experiencing effective care, which impact the availability and quality of data for algorithms. These drivers have drastically disparate initial conditions for different racial groups and point to limited impact of focusing solely on improving diagnostic algorithms for achieving better health outcomes for some groups." @default.
- W4378100319 created "2023-05-26" @default.
- W4378100319 creator A5008299209 @default.
- W4378100319 creator A5008850763 @default.
- W4378100319 creator A5026169044 @default.
- W4378100319 creator A5083189379 @default.
- W4378100319 date "2023-05-22" @default.
- W4378100319 modified "2023-10-18" @default.
- W4378100319 title "Advancing Community Engaged Approaches to Identifying Structural Drivers of Racial Bias in Health Diagnostic Algorithms" @default.
- W4378100319 doi "https://doi.org/10.48550/arxiv.2305.13485" @default.
- W4378100319 hasPublicationYear "2023" @default.
- W4378100319 type Work @default.
- W4378100319 citedByCount "0" @default.
- W4378100319 crossrefType "posted-content" @default.
- W4378100319 hasAuthorship W4378100319A5008299209 @default.
- W4378100319 hasAuthorship W4378100319A5008850763 @default.
- W4378100319 hasAuthorship W4378100319A5026169044 @default.
- W4378100319 hasAuthorship W4378100319A5083189379 @default.
- W4378100319 hasBestOaLocation W43781003191 @default.
- W4378100319 hasConcept C111472728 @default.
- W4378100319 hasConcept C111919701 @default.
- W4378100319 hasConcept C138885662 @default.
- W4378100319 hasConcept C151730666 @default.
- W4378100319 hasConcept C15744967 @default.
- W4378100319 hasConcept C160735492 @default.
- W4378100319 hasConcept C17744445 @default.
- W4378100319 hasConcept C199539241 @default.
- W4378100319 hasConcept C2250968 @default.
- W4378100319 hasConcept C2522767166 @default.
- W4378100319 hasConcept C2779343474 @default.
- W4378100319 hasConcept C2779530757 @default.
- W4378100319 hasConcept C2988170871 @default.
- W4378100319 hasConcept C41008148 @default.
- W4378100319 hasConcept C86803240 @default.
- W4378100319 hasConcept C98045186 @default.
- W4378100319 hasConceptScore W4378100319C111472728 @default.
- W4378100319 hasConceptScore W4378100319C111919701 @default.
- W4378100319 hasConceptScore W4378100319C138885662 @default.
- W4378100319 hasConceptScore W4378100319C151730666 @default.
- W4378100319 hasConceptScore W4378100319C15744967 @default.
- W4378100319 hasConceptScore W4378100319C160735492 @default.
- W4378100319 hasConceptScore W4378100319C17744445 @default.
- W4378100319 hasConceptScore W4378100319C199539241 @default.
- W4378100319 hasConceptScore W4378100319C2250968 @default.
- W4378100319 hasConceptScore W4378100319C2522767166 @default.
- W4378100319 hasConceptScore W4378100319C2779343474 @default.
- W4378100319 hasConceptScore W4378100319C2779530757 @default.
- W4378100319 hasConceptScore W4378100319C2988170871 @default.
- W4378100319 hasConceptScore W4378100319C41008148 @default.
- W4378100319 hasConceptScore W4378100319C86803240 @default.
- W4378100319 hasConceptScore W4378100319C98045186 @default.
- W4378100319 hasLocation W43781003191 @default.
- W4378100319 hasOpenAccess W4378100319 @default.
- W4378100319 hasPrimaryLocation W43781003191 @default.
- W4378100319 hasRelatedWork W2032204512 @default.
- W4378100319 hasRelatedWork W2049975278 @default.
- W4378100319 hasRelatedWork W2163421903 @default.
- W4378100319 hasRelatedWork W2625878450 @default.
- W4378100319 hasRelatedWork W2748952813 @default.
- W4378100319 hasRelatedWork W2899084033 @default.
- W4378100319 hasRelatedWork W31505727 @default.
- W4378100319 hasRelatedWork W3200423848 @default.
- W4378100319 hasRelatedWork W4205622970 @default.
- W4378100319 hasRelatedWork W4246987211 @default.
- W4378100319 isParatext "false" @default.
- W4378100319 isRetracted "false" @default.
- W4378100319 workType "article" @default.