Clinical Research in Neonates: Redesigning the Informed Consent Process in the Digital Era[Frontiers in Pediatrics. 2021]
De Sutter E, Coopmans B, Vanendert F, Dooms M, Allegaert K, Borry P, Huys I. Frontiers in Pediatrics. 2021 Sep 1; 9: 724431
Strategy to Adopt and Deploy HL7 FHIR Standard for Healthcare Interoperability in Korea[Healthcare Informatics Researc...]
Bae S, Kim IK, Yi BK. Healthcare Informatics Research. 2021 Jul 31; 27(3): 173-174
Professionals’ responses to the introduction of AI innovations in radiology and their implications for future adoption: a qualitative study[BMC Health Services Research. ...]
Chen Y, Stavropoulou C, Narasinkan R, Baker A, Scarbrough H. BMC Health Services Research. 2021 Aug 14; 21: 813
Fast-Tracking Health Data Standards Development and Adoption in Real-World Settings: A Pilot Approach[Applied Clinical Informatics. ...]
Dennis AF, White PJ, Zayas-Cabán T. Applied Clinical Informatics. 2021 Aug 11; 12(4): 745-756
Hidden labour: the skilful work of clinical audit data collection and its implications for secondary use of data via integrated health IT[BMC Health Services Research. ...]
McVey L, Alvarado N, Greenhalgh J, Elshehaly M, Gale CP, Lake J, Ruddle RA, Dowding D, Mamas M, Feltbower R, Randell R. BMC Health Services Research. 2021 Jul 16; 21: 702

Review Mining electronic health records: towards better research applications and clinical care.[Nat Rev Genet. 2012]

Jensen PB, Jensen LJ, Brunak S

Nat Rev Genet. 2012 May 2; 13(6):395-405.
Review Machine Learning in Medicine.[N Engl J Med. 2019]

Rajkomar A, Dean J, Kohane I

N Engl J Med. 2019 Apr 4; 380(14):1347-1358.

Health Information Technology Interoperability and Use for Better Care and Evidence.[JAMA. 2016]

Perlin JB

JAMA. 2016 Oct 25; 316(16):1667-1668.
Review Machine Learning in Medicine.[N Engl J Med. 2019]

Rajkomar A, Dean J, Kohane I

N Engl J Med. 2019 Apr 4; 380(14):1347-1358.
Predicting the Future - Big Data, Machine Learning, and Clinical Medicine.[N Engl J Med. 2016]

Obermeyer Z, Emanuel EJ

N Engl J Med. 2016 Sep 29; 375(13):1216-9.
Review A systematic review of healthcare applications for smartphones.[BMC Med Inform Decis Mak. 2012]

Mosa AS, Yoo I, Sheets L

BMC Med Inform Decis Mak. 2012 Jul 10; 12():67.
Progress In Interoperability: Measuring US Hospitals' Engagement In Sharing Patient Data.[Health Aff (Millwood). 2017]

Holmgren AJ, Patel V, Adler-Milstein J

Health Aff (Millwood). 2017 Oct 1; 36(10):1820-1827.

SMART on FHIR: a standards-based, interoperable apps platform for electronic health records.[J Am Med Inform Assoc. 2016]

Mandel JC, Kreda DA, Mandl KD, Kohane IS, Ramoni RB

J Am Med Inform Assoc. 2016 Sep; 23(5):899-908.

Quantitative analysis of manual annotation of clinical text samples.[Int J Med Inform. 2019]

Miñarro-Giménez JA, Cornet R, Jaulent MC, Dewenter H, Thun S, Gøeg KR, Karlsson D, Schulz S

Int J Med Inform. 2019 Mar; 123():37-48.
LOINC, a universal standard for identifying laboratory observations: a 5-year update.[Clin Chem. 2003]

McDonald CJ, Huff SM, Suico JG, Hill G, Leavelle D, Aller R, Forrey A, Mercer K, DeMoor G, Hook J, Williams W, Case J, Maloney P

Clin Chem. 2003 Apr; 49(4):624-33.
Genenames.org: the HGNC and VGNC resources in 2017.[Nucleic Acids Res. 2017]

Yates B, Braschi B, Gray KA, Seal RL, Tweedie S, Bruford EA

Nucleic Acids Res. 2017 Jan 4; 45(D1):D619-D625.
The Human Phenotype Ontology: a tool for annotating and analyzing human hereditary disease.[Am J Hum Genet. 2008]

Robinson PN, Köhler S, Bauer S, Seelow D, Horn D, Mundlos S

Am J Hum Genet. 2008 Nov; 83(5):610-5.

Review Machine Learning in Medicine.[N Engl J Med. 2019]

Rajkomar A, Dean J, Kohane I

N Engl J Med. 2019 Apr 4; 380(14):1347-1358.
Predicting the Future - Big Data, Machine Learning, and Clinical Medicine.[N Engl J Med. 2016]

Obermeyer Z, Emanuel EJ

N Engl J Med. 2016 Sep 29; 375(13):1216-9.
Review Artificial intelligence powers digital medicine.[NPJ Digit Med. 2018]

Fogel AL, Kvedar JC

NPJ Digit Med. 2018; 1():5.

Dermatologist-level classification of skin cancer with deep neural networks.[Nature. 2017]

Esteva A, Kuprel B, Novoa RA, Ko J, Swetter SM, Blau HM, Thrun S

Nature. 2017 Feb 2; 542(7639):115-118.
Development and Validation of a Deep Learning Algorithm for Detection of Diabetic Retinopathy in Retinal Fundus Photographs.[JAMA. 2016]

Gulshan V, Peng L, Coram M, Stumpe MC, Wu D, Narayanaswamy A, Venugopalan S, Widner K, Madams T, Cuadros J, Kim R, Raman R, Nelson PC, Mega JL, Webster DR

JAMA. 2016 Dec 13; 316(22):2402-2410.

The Undiagnosed Diseases Network: Accelerating Discovery about Health and Disease.[Am J Hum Genet. 2017]

Ramoni RB, Mulvihill JJ, Adams DR, Allard P, Ashley EA, Bernstein JA, Gahl WA, Hamid R, Loscalzo J, McCray AT, Shashi V, Tifft CJ, Undiagnosed Diseases Network., Wise AL

Am J Hum Genet. 2017 Feb 2; 100(2):185-192.
Representation of rare diseases in health information systems: the Orphanet approach to serve a wide range of end users.[Hum Mutat. 2012]

Rath A, Olry A, Dhombres F, Brandt MM, Urbero B, Ayme S

Hum Mutat. 2012 May; 33(5):803-8.
The Human Phenotype Ontology: a tool for annotating and analyzing human hereditary disease.[Am J Hum Genet. 2008]

Robinson PN, Köhler S, Bauer S, Seelow D, Horn D, Mundlos S

Am J Hum Genet. 2008 Nov; 83(5):610-5.

The next epidemic--lessons from Ebola.[N Engl J Med. 2015]

Gates B

N Engl J Med. 2015 Apr 9; 372(15):1381-4.
Updating the accounts: global mortality of the 1918-1920 "Spanish" influenza pandemic.[Bull Hist Med. 2002]

Johnson NP, Mueller J

Bull Hist Med. 2002 Spring; 76(1):105-15.
Innovation for Pandemics.[N Engl J Med. 2018]

Gates B

N Engl J Med. 2018 May 31; 378(22):2057-2060.

Mobile phones democratize and cultivate next-generation imaging, diagnostics and measurement tools.[Lab Chip. 2014]

Ozcan A

Lab Chip. 2014 Sep 7; 14(17):3187-94.
Virtual care for improved global health.[Lancet. 2018]

Steinhubl SR, Kim KI, Ajayi T, Topol EJ

Lancet. 2018 Feb 3; 391(10119):419.