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  Figure 1: The typical drug development and approval process

  • Uploaded by: U.S. Government Accountability Office
  • License: United States Government Work
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  • Date uploaded: 2020-02-03
  • Tags: gao, governmentaccountabilityoffice, usgovernmentaccountabilityoffice, usgao, unitedstatesgovernmentaccountabilityoffice, government, congress, watchdog, oversight, governmentwatchdog, gao20215sp, artificialintelligenceinhealthcare, ai, artificialintelligence, fda, foodanddrugadministration, hipaa, healthinsuranceportabilityandaccountabilityactof1996, ind, investigationalnewdrugapplication, melloddy, machinelearningledgerorchestrationfordrugdiscovery, mlpds, machinelearningforpharmaceuticaldiscoveryandsynthesisconsortium, nda, newdrugapplication, ncats, nationalcenterforadvancingtranslationalsciences, nih, nationalinstitutesofhealth, rd, researchanddevelopment, nationalacademyofmedicine, nam, technologyassessment
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  Figure 2: The lock and key analogy for drug-target interactions

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  • License: United States Government Work
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  • 16,162 views
  • Date uploaded: 2020-02-03
  • Tags: gao, governmentaccountabilityoffice, usgovernmentaccountabilityoffice, usgao, unitedstatesgovernmentaccountabilityoffice, government, congress, watchdog, oversight, governmentwatchdog, gao20215sp, artificialintelligenceinhealthcare, ai, artificialintelligence, fda, foodanddrugadministration, hipaa, healthinsuranceportabilityandaccountabilityactof1996, ind, investigationalnewdrugapplication, melloddy, machinelearningledgerorchestrationfordrugdiscovery, mlpds, machinelearningforpharmaceuticaldiscoveryandsynthesisconsortium, nda, newdrugapplication, ncats, nationalcenterforadvancingtranslationalsciences, nih, nationalinstitutesofhealth, rd, researchanddevelopment, nationalacademyofmedicine, nam, technologyassessment
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  Figure 4: Machine learning could accelerate drug development

  • Uploaded by: U.S. Government Accountability Office
  • License: United States Government Work
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  • 13,504 views
  • Date uploaded: 2020-02-03
  • Tags: gao, governmentaccountabilityoffice, usgovernmentaccountabilityoffice, usgao, unitedstatesgovernmentaccountabilityoffice, government, congress, watchdog, oversight, governmentwatchdog, gao20215sp, artificialintelligenceinhealthcare, ai, artificialintelligence, fda, foodanddrugadministration, hipaa, healthinsuranceportabilityandaccountabilityactof1996, ind, investigationalnewdrugapplication, melloddy, machinelearningledgerorchestrationfordrugdiscovery, mlpds, machinelearningforpharmaceuticaldiscoveryandsynthesisconsortium, nda, newdrugapplication, ncats, nationalcenterforadvancingtranslationalsciences, nih, nationalinstitutesofhealth, rd, researchanddevelopment, nationalacademyofmedicine, nam, technologyassessment
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  Figure 5: Challenges hindering the use of machine learning in drug development

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  • License: United States Government Work
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  • 10,625 views
  • Date uploaded: 2020-02-03
  • Tags: gao, governmentaccountabilityoffice, usgovernmentaccountabilityoffice, usgao, unitedstatesgovernmentaccountabilityoffice, government, congress, watchdog, oversight, governmentwatchdog, gao20215sp, artificialintelligenceinhealthcare, ai, artificialintelligence, fda, foodanddrugadministration, hipaa, healthinsuranceportabilityandaccountabilityactof1996, ind, investigationalnewdrugapplication, melloddy, machinelearningledgerorchestrationfordrugdiscovery, mlpds, machinelearningforpharmaceuticaldiscoveryandsynthesisconsortium, nda, newdrugapplication, ncats, nationalcenterforadvancingtranslationalsciences, nih, nationalinstitutesofhealth, rd, researchanddevelopment, nationalacademyofmedicine, nam, technologyassessment
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• Figure 3: How AI could change the patient experience of the future

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  • License: United States Government Work
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  • 3,346 views
  • Date uploaded: 2020-12-15
  • Tags: gao, governmentaccountabilityoffice, usgovernmentaccountabilityoffice, usgao, unitedstatesgovernmentaccountabilityoffice, government, congress, watchdog, oversight, governmentwatchdog, gao217sp, artificialintelligenceinhealthcare, ai, cms, centersformedicaremedicaidservices, cds, clinicaldecisionsupport, covid19, coronavirusdisease2019, hhs, departmentofhealthandhumanservices, ehr, electronichealthrecord, er, emergencyroom, fda, foodanddrugadministration, hipaa, healthinsuranceportabilityandaccountabilityactof1996, hiv, humanimmunodeficiencyvirus, icu, intensivecareunit, mri, magneticresonanceimaging, nam, nationalacademyofmedicine, ppe, personalprotectiveequipment, phi, protectedhealthinformation, samd, softwareasamedicaldevice
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• Figure 5: Sample workflow for AI-based clinical decision support system

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  • License: United States Government Work
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  • Date uploaded: 2020-12-15
  • Tags: gao, governmentaccountabilityoffice, usgovernmentaccountabilityoffice, usgao, unitedstatesgovernmentaccountabilityoffice, government, congress, watchdog, oversight, governmentwatchdog, gao217sp, artificialintelligenceinhealthcare, ai, cms, centersformedicaremedicaidservices, cds, clinicaldecisionsupport, covid19, coronavirusdisease2019, hhs, departmentofhealthandhumanservices, ehr, electronichealthrecord, er, emergencyroom, fda, foodanddrugadministration, hipaa, healthinsuranceportabilityandaccountabilityactof1996, hiv, humanimmunodeficiencyvirus, icu, intensivecareunit, mri, magneticresonanceimaging, nam, nationalacademyofmedicine, ppe, personalprotectiveequipment, phi, protectedhealthinformation, samd, softwareasamedicaldevice
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• Figure 4: Assessment of selected clinical AI tools to augment patient care

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  • 2,673 views
  • Date uploaded: 2020-12-15
  • Tags: gao, governmentaccountabilityoffice, usgovernmentaccountabilityoffice, usgao, unitedstatesgovernmentaccountabilityoffice, government, congress, watchdog, oversight, governmentwatchdog, gao217sp, artificialintelligenceinhealthcare, ai, cms, centersformedicaremedicaidservices, cds, clinicaldecisionsupport, covid19, coronavirusdisease2019, hhs, departmentofhealthandhumanservices, ehr, electronichealthrecord, er, emergencyroom, fda, foodanddrugadministration, hipaa, healthinsuranceportabilityandaccountabilityactof1996, hiv, humanimmunodeficiencyvirus, icu, intensivecareunit, mri, magneticresonanceimaging, nam, nationalacademyofmedicine, ppe, personalprotectiveequipment, phi, protectedhealthinformation, samd, softwareasamedicaldevice
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• Figure 9: Challenges Surrounding AI Tools to Augment Patient Care

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  • License: United States Government Work
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  • 2,183 views
  • Date uploaded: 2020-12-15
  • Tags: gao, governmentaccountabilityoffice, usgovernmentaccountabilityoffice, usgao, unitedstatesgovernmentaccountabilityoffice, government, congress, watchdog, oversight, governmentwatchdog, gao217sp, artificialintelligenceinhealthcare, ai, cms, centersformedicaremedicaidservices, cds, clinicaldecisionsupport, covid19, coronavirusdisease2019, hhs, departmentofhealthandhumanservices, ehr, electronichealthrecord, er, emergencyroom, fda, foodanddrugadministration, hipaa, healthinsuranceportabilityandaccountabilityactof1996, hiv, humanimmunodeficiencyvirus, icu, intensivecareunit, mri, magneticresonanceimaging, nam, nationalacademyofmedicine, ppe, personalprotectiveequipment, phi, protectedhealthinformation, samd, softwareasamedicaldevice
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