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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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  • 24,091 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 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

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  • 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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  • 2,834 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 1: Number of Reported Hacking and Information Technology Breaches Affecting Health Care Records of 500 Individuals or More

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  • License: United States Government Work
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  • 2,818 views
  • Date uploaded: 2016-10-12
  • Tags: gao, governmentaccountabilityoffice, usgovernmentaccountabilityoffice, usgao, unitedstatesgovernmentaccountabilityoffice, government, congress, watchdog, oversight, governmentwatchdog, gao16771, electronichealthinformation, cms, centersformedicaremedicaidservices, cybersecurityframework, frameworkforimprovingcriticalinfrastructurecybersecurity, ehr, electronichealthrecord, ephi, electronicprotectedhealthinformation, hhs, departmentofhealthandhumanservices, fbi, federalbureauofinvestigation, hipaa, healthinsuranceportabilityandaccountabilityactof1996, hitech, act, healthinformationtechnologyforeconomicandclinicalhealthact, hsr, hipaasecurityrule, it, informationtechnology, nist, nationalinstituteofstandardsandtechnology, ocr, officeofcivilrights, onc, officeofthenationalcoordinatorforhealthinformationtechnology, phi, protectedhealthinformation, pii, personallyidentifiableinformation, privacy, rule, standardsforprivacyofindividuallyidentifiablehealthinformation, security, securitystandardsfortheprotectionofelectronicprotectedhealthinformation, ucla, universityofcalifornialosangeles
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• Figure 1: Health Care Transaction Flow from Health Care Providers to Payers

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  • License: United States Government Work
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  • 2,783 views
  • Date uploaded: 2015-02-27
  • Tags: gao, governmentaccountabilityoffice, usgovernmentaccountabilityoffice, usgao, unitedstatesgovernmentaccountabilityoffice, government, congress, watchdog, oversight, governmentwatchdog, internationalclassificationofdiseases, gao15255, aha, americanhospitalassociation, ahima, americanhealthinformationmanagementassociation, icd, cdc, centersfordiseasecontrolandprevention, cms, centersformedicaremedicaidservicescptcurrentproceduralterminology, ffs, feeforservice, hedis, healthcareeffectivenessdataandinformationset, hhs, departmentofhealthandhumanservices, hipaa, healthinsuranceportabilityandaccountabilityactof1996, mac, medicareadministrativecontractor, mln, medicarelearningnetwork, msdrg, medicareseveritydiagnosisrelatedgroup, rec, regionalextensioncenter, wedi, workgroupforelectronicdatainterchange
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• Figure 4: Assessment of selected clinical AI tools to augment patient care

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  • License: United States Government Work
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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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• Figure: The Number of Breaches Involving Unsecured Protected Health Information (PHI) from 2015 to 2021

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  • License: United States Government Work
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  • 1,514 views
  • Date uploaded: 2022-06-27
  • Tags: gao, governmentaccountabilityoffice, usgovernmentaccountabilityoffice, usgao, unitedstatesgovernmentaccountabilityoffice, government, congress, watchdog, oversight, governmentwatchdog, electronichealthinformation, gao22105425, ehr, electronichealthrecord, hhs, departmentofhealthandhumanservices, hipaa, healthinsuranceportabilityandaccountabilityactof1996, hitechact, healthinformationtechnologyforeconomicandclinicalhealthact, nationalplan, nationalinfrastructureprotectionplan, ocr, officeforcivilrights, phi, protectedhealthinformation, pii, personallyidentifiableinformation, privacyrule, standardsforprivacyofindividuallyidentifiablehealthinformation, securityrule, securitystandardsfortheprotectionofelectronicprotectedhealthinformation
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• Figure 2: The Office for Civil Rights' Breach Investigation Process for Breaches Involving 500 or More Individuals

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  • License: United States Government Work
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  • 1,486 views
  • Date uploaded: 2022-06-27
  • Tags: gao, governmentaccountabilityoffice, usgovernmentaccountabilityoffice, usgao, unitedstatesgovernmentaccountabilityoffice, government, congress, watchdog, oversight, governmentwatchdog, electronichealthinformation, gao22105425, ehr, electronichealthrecord, hhs, departmentofhealthandhumanservices, hipaa, healthinsuranceportabilityandaccountabilityactof1996, hitechact, healthinformationtechnologyforeconomicandclinicalhealthact, nationalplan, nationalinfrastructureprotectionplan, ocr, officeforcivilrights, phi, protectedhealthinformation, pii, personallyidentifiableinformation, privacyrule, standardsforprivacyofindividuallyidentifiablehealthinformation, securityrule, securitystandardsfortheprotectionofelectronicprotectedhealthinformation
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• Figure 1: Patient and health care provider use of at-home tools

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  • License: United States Government Work
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  • 696 views
  • Date uploaded: 2024-07-15
  • Tags: gao, governmentaccountabilityoffice, usgovernmentaccountabilityoffice, usgao, unitedstatesgovernmentaccountabilityoffice, government, congress, watchdog, oversight, governmentwatchdog, sciencetechspotlightathometoolstodiagnosealzheimersparkinsonsandrelateddiseases, gao24107306, healthinsuranceportabilityandaccountabilityactof1996, foodanddrugadministration
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