Matches in SemOpenAlex for { <https://semopenalex.org/work/W4205751574> ?p ?o ?g. }
Showing items 1 to 95 of
95
with 100 items per page.
- W4205751574 endingPage "203" @default.
- W4205751574 startingPage "195" @default.
- W4205751574 abstract "The COVID-19 (Coronavirus disease 2019) global pandemic has upended the normal pace of society at multiple levels—from daily activities in personal and professional lives to the way the sciences operate. Many laboratories have reported shortage in vital supplies, change in standard operating protocols, suspension of operations because of social distancing and stay-at-home guidelines during the pandemic. This global crisis has opened opportunities to leverage internet of things, connectivity, and artificial intelligence (AI) to build a connected laboratory automation platform. However, laboratory operations involve complex, multicomponent systems. It is unrealistic to completely automate the entire diversity of laboratories and processes. Recently, AI technology, particularly, game simulation has made significant strides in modeling and learning complex, multicomponent systems. Here, we present a cloud-based laboratory management and automation platform which combines multilayer information on a simulation-driven inference engine to plan and optimize laboratory operations under various constraints of COVID-19 and risk scenarios. The platform was used to assess the execution of two cell-based assays with distinct parameters in a real-life high-content screening laboratory scenario. The results show that the platform can provide a systematic framework for assessing laboratory operation scenarios under different conditions, quantifying tradeoffs, and determining the performance impact of specific resources or constraints, thereby enabling decision-making in a cost-effective manner. We envisage the laboratory management and automation platform to be further expanded by connecting it with sensors, robotic equipment, and other components of scientific operations to provide an integrated, end-to-end platform for scientific laboratory automation." @default.
- W4205751574 created "2022-01-25" @default.
- W4205751574 creator A5020710244 @default.
- W4205751574 creator A5049194533 @default.
- W4205751574 creator A5050067333 @default.
- W4205751574 creator A5051194003 @default.
- W4205751574 creator A5077072466 @default.
- W4205751574 creator A5079674304 @default.
- W4205751574 creator A5086877612 @default.
- W4205751574 creator A5087038430 @default.
- W4205751574 date "2022-06-01" @default.
- W4205751574 modified "2023-10-10" @default.
- W4205751574 title "AI-driven laboratory workflows enable operation in the age of social distancing" @default.
- W4205751574 cites W2114804859 @default.
- W4205751574 cites W2153921000 @default.
- W4205751574 cites W2261254692 @default.
- W4205751574 cites W2607136978 @default.
- W4205751574 cites W2885550247 @default.
- W4205751574 cites W3013761124 @default.
- W4205751574 cites W3014045632 @default.
- W4205751574 cites W3014562315 @default.
- W4205751574 cites W3017000709 @default.
- W4205751574 cites W3031514878 @default.
- W4205751574 cites W3033730957 @default.
- W4205751574 cites W3043042346 @default.
- W4205751574 cites W3098078680 @default.
- W4205751574 cites W3127920080 @default.
- W4205751574 cites W3134499753 @default.
- W4205751574 doi "https://doi.org/10.1016/j.slast.2021.12.001" @default.
- W4205751574 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/35058197" @default.
- W4205751574 hasPublicationYear "2022" @default.
- W4205751574 type Work @default.
- W4205751574 citedByCount "4" @default.
- W4205751574 countsByYear W42057515742022 @default.
- W4205751574 countsByYear W42057515742023 @default.
- W4205751574 crossrefType "journal-article" @default.
- W4205751574 hasAuthorship W4205751574A5020710244 @default.
- W4205751574 hasAuthorship W4205751574A5049194533 @default.
- W4205751574 hasAuthorship W4205751574A5050067333 @default.
- W4205751574 hasAuthorship W4205751574A5051194003 @default.
- W4205751574 hasAuthorship W4205751574A5077072466 @default.
- W4205751574 hasAuthorship W4205751574A5079674304 @default.
- W4205751574 hasAuthorship W4205751574A5086877612 @default.
- W4205751574 hasAuthorship W4205751574A5087038430 @default.
- W4205751574 hasBestOaLocation W42057515741 @default.
- W4205751574 hasConcept C110354214 @default.
- W4205751574 hasConcept C111919701 @default.
- W4205751574 hasConcept C112930515 @default.
- W4205751574 hasConcept C115901376 @default.
- W4205751574 hasConcept C127413603 @default.
- W4205751574 hasConcept C177212765 @default.
- W4205751574 hasConcept C201995342 @default.
- W4205751574 hasConcept C2522767166 @default.
- W4205751574 hasConcept C41008148 @default.
- W4205751574 hasConcept C71924100 @default.
- W4205751574 hasConcept C77088390 @default.
- W4205751574 hasConcept C78519656 @default.
- W4205751574 hasConcept C79974875 @default.
- W4205751574 hasConcept C85135244 @default.
- W4205751574 hasConceptScore W4205751574C110354214 @default.
- W4205751574 hasConceptScore W4205751574C111919701 @default.
- W4205751574 hasConceptScore W4205751574C112930515 @default.
- W4205751574 hasConceptScore W4205751574C115901376 @default.
- W4205751574 hasConceptScore W4205751574C127413603 @default.
- W4205751574 hasConceptScore W4205751574C177212765 @default.
- W4205751574 hasConceptScore W4205751574C201995342 @default.
- W4205751574 hasConceptScore W4205751574C2522767166 @default.
- W4205751574 hasConceptScore W4205751574C41008148 @default.
- W4205751574 hasConceptScore W4205751574C71924100 @default.
- W4205751574 hasConceptScore W4205751574C77088390 @default.
- W4205751574 hasConceptScore W4205751574C78519656 @default.
- W4205751574 hasConceptScore W4205751574C79974875 @default.
- W4205751574 hasConceptScore W4205751574C85135244 @default.
- W4205751574 hasIssue "3" @default.
- W4205751574 hasLocation W42057515741 @default.
- W4205751574 hasLocation W42057515742 @default.
- W4205751574 hasLocation W42057515743 @default.
- W4205751574 hasOpenAccess W4205751574 @default.
- W4205751574 hasPrimaryLocation W42057515741 @default.
- W4205751574 hasRelatedWork W2000784794 @default.
- W4205751574 hasRelatedWork W2004168701 @default.
- W4205751574 hasRelatedWork W2025215409 @default.
- W4205751574 hasRelatedWork W2405165464 @default.
- W4205751574 hasRelatedWork W2407611372 @default.
- W4205751574 hasRelatedWork W347754661 @default.
- W4205751574 hasRelatedWork W4376631069 @default.
- W4205751574 hasRelatedWork W89248693 @default.
- W4205751574 hasRelatedWork W2468594494 @default.
- W4205751574 hasRelatedWork W2521461382 @default.
- W4205751574 hasVolume "27" @default.
- W4205751574 isParatext "false" @default.
- W4205751574 isRetracted "false" @default.
- W4205751574 workType "article" @default.