Multimodal biomedical AI
Acosta JN, Falcone GJ, Rajpurkar P, Topol EJ. Multimodal biomedical AI. Nature Medicine 2022, 28: 1773-1784. PMID: 36109635, DOI: 10.1038/s41591-022-01981-2.Peer-Reviewed Original ResearchConceptsArtificial intelligence solutionsDigital twin technologyDigital clinical trialsVirtual health assistantsPrivacy challengesIntelligence solutionsTwin technologyArtificial intelligenceElectronic health recordsBiomedical dataMedical imagingRemote monitoringHealth recordsKey applicationsFull potentialPandemic surveillanceIntelligenceAILow costHealth assistantsChallengesComplexityAssistantsTechnologyDataThe Need for Medical Artificial Intelligence That Incorporates Prior Images.
Acosta JN, Falcone GJ, Rajpurkar P. The Need for Medical Artificial Intelligence That Incorporates Prior Images. Radiology 2022, 304: 283-288. PMID: 35438563, DOI: 10.1148/radiol.212830.Peer-Reviewed Original ResearchConceptsArtificial intelligenceImage interpretation tasksCurrent AI algorithmsMedical artificial intelligenceBenchmark data setsFuture artificial intelligencePrioritization of tasksData setsAI algorithmsDynamic scenariosPrior imageInterpretation taskRelevant tasksSingle pointTaskIntelligenceSetArchitectureMachineAlgorithmCurationDevicesImagesScenariosInformation