Harvard Catalyst Profiles

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Alexa T. McCray, Ph.D.

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Mentoring

Research
The research activities and funding listed below are automatically derived from NIH ExPORTER and other sources, which might result in incorrect or missing items. Faculty can login to make corrections and additions.
  1. U01HG007530 (KOHANE, ISAAC S.) Dec 20, 2013 - Jun 30, 2022
    NIH/NHGRI
    Coordinating Center for the Undiagnosed Disease Network Phase II
    Role: Co-Principal Investigator
  2. T15LM007092 (GEHLENBORG, NILS) Jul 1, 1992 - Jun 30, 2022
    NIH/NLM
    Biomedical Informatics and Data Science Research Training Program (BIRT)
    Role: Principal Investigator

Bibliographic
Publications listed below are automatically derived from MEDLINE/PubMed and other sources, which might result in incorrect or missing publications. Faculty can login to make corrections and additions.
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PMC Citations indicate the number of times the publication was cited by articles in PubMed Central, and the Altmetric score represents citations in news articles and social media. (Note that publications are often cited in additional ways that are not shown here.) Fields are based on how the National Library of Medicine (NLM) classifies the publication's journal and might not represent the specific topic of the publication. Translation tags are based on the publication type and the MeSH terms NLM assigns to the publication. Some publications (especially newer ones and publications not in PubMed) might not yet be assigned Field or Translation tags.) Click a Field or Translation tag to filter the publications.
  1. Splinter K, Adams DR, Bacino CA, Bellen HJ, Bernstein JA, Cheatle-Jarvela AM, Eng CM, Esteves C, Gahl WA, Hamid R, Jacob HJ, Kikani B, Koeller DM, Kohane IS, Lee BH, Loscalzo J, Luo X, McCray AT, Metz TO, Mulvihill JJ, Nelson SF, Palmer CGS, Phillips JA, Pick L, Postlethwait JH, Reuter C, Shashi V, Sweetser DA, Tifft CJ, Walley NM, Wangler MF, Westerfield M, Wheeler MT, Wise AL, Worthey EA, Yamamoto S, Ashley EA. Effect of Genetic Diagnosis on Patients with Previously Undiagnosed Disease. N Engl J Med. 2018 11 29; 379(22):2131-2139. PMID: 30304647.
    Citations:    Fields:    Translation:HumansAnimals
  2. Walley NM, Pena LDM, Hooper SR, Cope H, Jiang YH, McConkie-Rosell A, Sanders C, Schoch K, Spillmann RC, Strong K, McCray AT, Mazur P, Esteves C, LeBlanc K, Wise AL, Shashi V. Characteristics of undiagnosed diseases network applicants: implications for referring providers. BMC Health Serv Res. 2018 Aug 22; 18(1):652. PMID: 30134969.
    Citations:    Fields:    Translation:Humans
  3. Haux R, Kulikowski CA, Bakken S, de Lusignan S, Kimura M, Koch S, Mantas J, Maojo V, Marschollek M, Martin-Sanchez F, Moen A, Park HA, Neil Sarkar I, Yun Leong T, McCray AT. Research Strategies for Biomedical and Health Informatics. Methods Inf Med. 2017; 56(S 01):e1-e10. PMID: 29589365.
    Citations:    Fields:    
  4. Weng WH, Wagholikar KB, McCray AT, Szolovits P, Chueh HC. Medical subdomain classification of clinical notes using a machine learning-based natural language processing approach. BMC Med Inform Decis Mak. 2017 Dec 01; 17(1):155. PMID: 29191207.
    Citations:    Fields:    Translation:Humans
  5. Haux R, Geissbuhler A, Holmes J, Jaulent MC, Koch S, Kulikowski CA, Lehmann CU, McCray AT, Séroussi B, Soualmia LF, van Bemmel JH. On Contributing to the Progress of Medical Informatics as Publisher. Yearb Med Inform. 2017 Aug; 26(1):9-15. PMID: 28480470.
    Citations:    Fields:    
  6. Ramoni RB, Mulvihill JJ, Adams DR, Allard P, Ashley EA, Bernstein JA, Gahl WA, Hamid R, Loscalzo J, McCray AT, Shashi V, Tifft CJ, Wise AL. The Undiagnosed Diseases Network: Accelerating Discovery about Health and Disease. Am J Hum Genet. 2017 02 02; 100(2):185-192. PMID: 28157539.
    Citations: 8     Fields:    Translation:Humans
  7. Haux R, Kulikowski CA, Bakken S, de Lusignan S, Kimura M, Koch S, Mantas J, Maojo V, Marschollek M, Martin-Sanchez F, Moen A, Park HA, Sarkar IN, Leong TY, McCray AT. Research Strategies for Biomedical and Health Informatics. Some Thought-provoking and Critical Proposals to Encourage Scientific Debate on the Nature of Good Research in Medical Informatics. Methods Inf Med. 2017 01 25; 56(Open):e1-e10. PMID: 28119991.
    Citations: 1     Fields:    
  8. van Bemmel JH, McCray AT. The Renewed Promise of Medical Informatics. Yearb Med Inform. 2016 May 20; Suppl 1:S12-7. PMID: 27199195.
    Citations:    Fields:    
  9. McCray AT, Glaser J, Koppel R, Langlotz CP, Silverstein J. Health IT vendors and the academic community: The 2014 ACMI debate. J Biomed Inform. 2016 Apr; 60:365-75. PMID: 26968349.
    Citations: 2     Fields:    Translation:Humans
  10. Antman EM, Benjamin EJ, Harrington RA, Houser SR, Peterson ED, Bauman MA, Brown N, Bufalino V, Califf RM, Creager MA, Daugherty A, Demets DL, Dennis BP, Ebadollahi S, Jessup M, Lauer MS, Lo B, MacRae CA, McConnell MV, McCray AT, Mello MM, Mueller E, Newburger JW, Okun S, Packer M, Philippakis A, Ping P, Prasoon P, Roger VL, Singer S, Temple R, Turner MB, Vigilante K, Warner J, Wayte P. Acquisition, Analysis, and Sharing of Data in 2015 and Beyond: A Survey of the Landscape: A Conference Report From the American Heart Association Data Summit 2015. J Am Heart Assoc. 2015 Nov 05; 4(11). PMID: 26541391.
    Citations: 7     Fields:    Translation:Humans
  11. Taruscio D, Groft SC, Cederroth H, Melegh B, Lasko P, Kosaki K, Baynam G, McCray A, Gahl WA. Undiagnosed Diseases Network International (UDNI): White paper for global actions to meet patient needs. Mol Genet Metab. 2015 Dec; 116(4):223-5. PMID: 26596705.
    Citations: 13     Fields:    Translation:Humans
  12. McCray AT, Trevvett P, Frost HR. Modeling the autism spectrum disorder phenotype. Neuroinformatics. 2014 Apr; 12(2):291-305. PMID: 24163114; PMCID: PMC4000751.
    Citations: 6     Fields:    Translation:Humans
  13. Rosenfeld L, Shepherd A, Agunwamba AA, McCray AT. Iterative evaluation of a web-based health information resource. J Health Commun. 2013 Aug; 18(8):974-90. PMID: 23577665; PMCID: PMC3711962.
    Citations: 1     Fields:    Translation:Humans
  14. Durant KT, McCray AT, Safran C. Identifying gender-preferred communication styles within online cancer communities: a retrospective, longitudinal analysis. PLoS One. 2012; 7(11):e49169. PMID: 23155460; PMCID: PMC3498295.
    Citations: 3     Fields:    Translation:Humans
  15. Frost HR, McCray AT. Markov Chain Ontology Analysis (MCOA). BMC Bioinformatics. 2012 Feb 03; 13:23. PMID: 22300537; PMCID: PMC3329418.
    Citations: 7     Fields:    Translation:HumansAnimals
  16. Durant KT, McCray AT, Safran C. Identifying Temporal Changes and Topics that Promote Growth Within Online Communities: A Prospective Study of Six Online Cancer Forums. Int J Comput Models Algorithms Med. 2011 Apr; 2(2):1-22. PMID: 22022636.
    Citations: 3     
  17. McCray AT, Gefeller O, Aronsky D, Leong TY, Sarkar IN, Bergemann D, Lindberg DA, van Bemmel JH, Haux R. The birth and evolution of a discipline devoted to information in biomedicine and health care. As reflected in its longest running journal. Methods Inf Med. 2011; 50(6):491-507. PMID: 22146913.
    Citations: 5     Fields:    
  18. Bellazzi R, Diomidous M, Sarkar IN, Takabayashi K, Ziegler A, McCray AT. Data analysis and data mining: current issues in biomedical informatics. Methods Inf Med. 2011; 50(6):536-44. PMID: 22146916; PMCID: PMC3233983.
    Citations: 13     Fields:    
  19. Haux R, Aronsky D, Leong TY, McCray AT. Methods in year 50: preserving the past and preparing for the future. Methods Inf Med. 2011; 50(1):1-6. PMID: 21229185.
    Citations: 2     Fields:    
  20. Durant KT, McCray AT, Safran C. Social network analysis of an online melanoma discussion group. Summit Transl Bioinform. 2010 Mar 01; 2010:6-10. PMID: 21347134.
    Citations: 7     
  21. Haux R, Aronsky D, Leong TY, McCray AT. Methods extends free access to papers and offers optional open access model: new services and opportunities for authors and readers . Methods Inf Med. 2010; 49(1):1-2. PMID: 20062945.
    Citations:    Fields:    Translation:Humans
  22. Vizenor LT, Bodenreider O, McCray AT. Auditing associative relations across two knowledge sources. J Biomed Inform. 2009 Jun; 42(3):426-39. PMID: 19475724.
    Citations: 1     Fields:    
  23. McMurry A, Cervone M, Polumbo G, McCray AT. Correlating phenotype and genotype in autism spectrum disorder research. AMIA Annu Symp Proc. 2008 Nov 06; 894. PMID: 18998837.
    Citations:    Fields:    Translation:Humans
  24. Aronsky D, Haux R, Leong TY, McCray A. The Student Editorial Board of Methods of Information in Medicine--an opportunity to educate tomorrow's peer reviewers. Methods Inf Med. 2007; 46(6):623-4. PMID: 18066409.
    Citations:    Fields:    
  25. Miller RA, Groth T, Hasman A, Haux R, McCray AT, Safran C, Shortliffe EH. On exemplary scientific conduct regarding submission of manuscripts to biomedical informatics journals. Comput Methods Programs Biomed. 2006 Mar; 81(3):195-6. PMID: 16503365.
    Citations:    Fields:    Translation:Humans
  26. Hasman A, Bergemann D, McCray AT, Talmon JL, Zvárová J. Triangulation applied to Jan H. van Bemmel. Methods Inf Med. 2006; 45(6):656-67. PMID: 17149508.
    Citations: 1     Fields:    Translation:Humans
  27. Vizenor L, Bodenreider O, Peters L, McCray AT. Enhancing biomedical ontologies through alignment of semantic relationships: exploratory approaches. AMIA Annu Symp Proc. 2006; 804-8. PMID: 17238452.
    Citations: 2     Fields:    
  28. Miller RA, Groth T, Hasman A, Safran C, Shortliffe EH, Haux R, McCray AT. On exemplary scientific conduct regarding submission of manuscripts to biomedical informatics journals. Methods Inf Med. 2006; 45(1):1-3. PMID: 16482363.
    Citations: 2     Fields:    Translation:Humans
  29. Fomous C, Mitchell JA, McCray A. 'Genetics home reference': helping patients understand the role of genetics in health and disease. Community Genet. 2006; 9(4):274-8. PMID: 17003538.
    Citations: 3     Fields:    Translation:Humans
  30. McCray AT. Conceptualizing the world: lessons from history. J Biomed Inform. 2006 Jun; 39(3):267-73. PMID: 16243005.
    Citations: 4     Fields:    Translation:Humans
  31. Bodenreider O, Mitchell JA, McCray AT. Biomedical ontologies. Pac Symp Biocomput. 2005; 76-8. PMID: 15759615.
    Citations: 6     Fields:    
  32. McCray AT. Promoting health literacy. J Am Med Inform Assoc. 2005 Mar-Apr; 12(2):152-63. PMID: 15561782; PMCID: PMC551547.
    Citations: 65     Fields:    Translation:Humans
  33. Mitchell JA, Fun J, McCray AT. Design of Genetics Home Reference: a new NLM consumer health resource. J Am Med Inform Assoc. 2004 Nov-Dec; 11(6):439-47. PMID: 15298997; PMCID: PMC524623.
    Citations: 8     Fields:    Translation:Humans
  34. McCray AT, Ide NC, Loane RR, Tse T. Strategies for supporting consumer health information seeking. Stud Health Technol Inform. 2004; 107(Pt 2):1152-6. PMID: 15360993.
    Citations: 9     Fields:    Translation:Humans
  35. Gillen JE, Tse T, Ide NC, McCray AT. Design, implementation and management of a web-based data entry system for ClinicalTrials.gov. Stud Health Technol Inform. 2004; 107(Pt 2):1466-70. PMID: 15361058.
    Citations: 13     Fields:    
  36. Lomax J, McCray AT. Mapping the gene ontology into the unified medical language system. Comp Funct Genomics. 2004; 5(4):354-61. PMID: 18629164; PMCID: PMC2447454.
    Citations: 11     
  37. Bodenreider O, McCray AT. Exploring semantic groups through visual approaches. J Biomed Inform. 2003 Dec; 36(6):414-32. PMID: 14759816.
    Citations: 50     Fields:    
  38. Ammenwerth E, Wolff AC, Knaup P, Ulmer H, Skonetzki S, van Bemmel JH, McCray AT, Haux R, Kulikowski C. Developing and evaluating criteria to help reviewers of biomedical informatics manuscripts. J Am Med Inform Assoc. 2003 Sep-Oct; 10(5):512-4. PMID: 12807814; PMCID: PMC212789.
    Citations: 6     Fields:    Translation:HumansCTClinical Trials
  39. Browne AC, Divita G, Aronson AR, McCray AT. UMLS language and vocabulary tools. AMIA Annu Symp Proc. 2003; 798. PMID: 14728303; PMCID: PMC1480270.
    Citations: 21     Fields:    
  40. McCray AT. Informatics Research, Development, and Training at the Lister Hill National Center for Biomedical Communications. Yearb Med Inform. 2003; (1):193-203. PMID: 27706338.
    Citations:    Fields:    
  41. Mitchell JA, McCray AT. The Genetics Home Reference: a new NLM consumer health resource. AMIA Annu Symp Proc. 2003; 936. PMID: 14728441; PMCID: PMC1480143.
    Citations: 3     Fields:    Translation:Humans
  42. McCray AT, Tse T. Understanding search failures in consumer health information systems. AMIA Annu Symp Proc. 2003; 430-4. PMID: 14728209; PMCID: PMC1479930.
    Citations: 8     Fields:    Translation:Humans
  43. Mitchell JA, McCray AT, Bodenreider O. From phenotype to genotype: issues in navigating the available information resources. Methods Inf Med. 2003; 42(5):557-63. PMID: 14654891.
    Citations: 7     Fields:    Translation:Humans
  44. McCray AT. An upper-level ontology for the biomedical domain. Comp Funct Genomics. 2003; 4(1):80-4. PMID: 18629109; PMCID: PMC2447396.
    Citations: 37     
  45. Bodenreider O, Mitchell JA, McCray AT. Evaluation of the UMLS as a terminology and knowledge resource for biomedical informatics. Proc AMIA Symp. 2002; 61-5. PMID: 12463787.
    Citations: 18     Fields:    
  46. McCray AT, Haux R. Supporting open access to scientific information. Methods Inf Med. 2002; 41(4):243-4. PMID: 12425234.
    Citations:    Fields:    Translation:Humans
  47. McCray AT, Browne AC, Bodenreider O. The lexical properties of the gene ontology. Proc AMIA Symp. 2002; 504-8. PMID: 12463875.
    Citations: 10     Fields:    
  48. McCray AT, Burgun A, Bodenreider O. Aggregating UMLS semantic types for reducing conceptual complexity. Stud Health Technol Inform. 2001; 84(Pt 1):216-20. PMID: 11604736.
    Citations: 76     Fields:    
  49. McCray AT, Bodenreider O, Malley JD, Browne AC. Evaluating UMLS strings for natural language processing. Proc AMIA Symp. 2001; 448-52. PMID: 11825228.
    Citations: 20     Fields:    
  50. Haux R, McCray AT. Processing medical data, information and knowledge: new opportunities in the information society. Methods Inf Med. 2001; 40(4):272-4. PMID: 11552338.
    Citations:    Fields:    Translation:Humans
  51. McCray AT. Better access to information about clinical trials. Ann Intern Med. 2000 Oct 17; 133(8):609-14. PMID: 11033590.
    Citations: 22     Fields:    Translation:Humans
  52. McCray AT, Ide NC. Design and implementation of a national clinical trials registry. J Am Med Inform Assoc. 2000 May-Jun; 7(3):313-23. PMID: 10833169; PMCID: PMC61435.
    Citations: 32     Fields:    
  53. McCray AT. Improving access to healthcare information: the Lister Hill National Center for Biomedical Communications. MD Comput. 2000 Mar-Apr; 17(2):29-34. PMID: 10778296.
    Citations:    Fields:    
  54. McCray AT, Dorfman E, Ripple A, Ide NC, Jha M, Katz DG, Loane RF, Tse T. Usability issues in developing a Web-based consumer health site. Proc AMIA Symp. 2000; 556-60. PMID: 11079945; PMCID: PMC2244083.
    Citations: 7     Fields:    
  55. McCray AT. Medical Informatics Research and Training at the Lister Hill National Center for Biomedical Communications. Yearb Med Inform. 2000; (1):95-99. PMID: 27699351.
    Citations:    Fields:    
  56. McCray AT. Digital library research and application. Stud Health Technol Inform. 2000; 76:51-62. PMID: 10947501.
    Citations:    Fields:    
  57. van Bemmel JH, McCray AT. Patient-centered Systems. Yearb Med Inform. 2000; (1):4-6. PMID: 27699346.
    Citations:    Fields:    
  58. van Bemmel JH, McCray AT. The Promise of Medical Informatics. Yearb Med Inform. 1999; (1):3-5. PMID: 27699363.
    Citations:    Fields:    
  59. McCray AT, Loane RF, Browne AC, Bangalore AK. Terminology issues in user access to Web-based medical information. Proc AMIA Symp. 1999; 107-11. PMID: 10566330; PMCID: PMC2232498.
    Citations: 18     Fields:    Translation:Humans
  60. McCray AT. The nature of lexical knowledge. Methods Inf Med. 1998 Nov; 37(4-5):353-60. PMID: 9865033.
    Citations: 12     Fields:    Translation:Humans
  61. van Bemmel JH, McCray AT. Health Informatics and the Internet. Yearb Med Inform. 1998; (1):4-6. PMID: 27699330.
    Citations:    Fields:    
  62. Bodenreider O, McCray AT. From French vocabulary to the Unified Medical Language System: a preliminary study. Stud Health Technol Inform. 1998; 52 Pt 1:670-4. PMID: 10384539.
    Citations: 1     Fields:    
  63. McCray AT, Browne AC. Discovering the modifiers in a terminology data set. Proc AMIA Symp. 1998; 780-4. PMID: 9929325; PMCID: PMC2232346.
    Citations: 2     Fields:    
  64. McCray AT, Miller RA. Making the conceptual connections: the Unified Medical Language System (UMLS) after a decade of research and development. J Am Med Inform Assoc. 1998 Jan-Feb; 5(1):129-30. PMID: 9471340; PMCID: PMC61282.
    Citations: 10     Fields:    
  65. Humphreys BL, McCray AT, Cheh ML. Evaluating the coverage of controlled health data terminologies: report on the results of the NLM/AHCPR large scale vocabulary test. J Am Med Inform Assoc. 1997 Nov-Dec; 4(6):484-500. PMID: 9391936; PMCID: PMC61267.
    Citations: 40     Fields:    
  66. McCray AT, van Bemmel JH. Computing and Collaborative Care. Yearb Med Inform. 1997; (1):4-5. PMID: 27699293.
    Citations:    Fields:    
  67. McCray AT, Cheh ML, Bangalore AK, Rafei K, Razi AM, Divita G, Stavri PZ. Conducting the NLM/AHCPR Large Scale Vocabulary Test: a distributed Internet-based experiment. Proc AMIA Annu Fall Symp. 1997; 560-4. PMID: 9357688; PMCID: PMC2233508.
    Citations: 4     Fields:    
  68. Humphreys BL, Hole WT, McCray AT, Fitzmaurice JM. Planned NLM/AHCPR large-scale vocabulary test: using UMLS technology to determine the extent to which controlled vocabularies cover terminology needed for health care and public health. J Am Med Inform Assoc. 1996 Jul-Aug; 3(4):281-7. PMID: 8816351; PMCID: PMC116311.
    Citations: 10     Fields:    Translation:PHPublic Health
  69. McCray AT, Razi AM, Bangalore AK, Browne AC, Stavri PZ. The UMLS Knowledge Source Server: a versatile Internet-based research tool. Proc AMIA Annu Fall Symp. 1996; 164-8. PMID: 8947649; PMCID: PMC2233094.
    Citations: 21     Fields:    
  70. van Bemmel JH, McCray AT. Integration of Information for Patient Care. Yearb Med Inform. 1996; (1):3-4. PMID: 27699309.
    Citations:    Fields:    
  71. McCray AT, Scherrer JR, Safran C, Chute CG. Concepts, knowledge, and language in health-care information systems. Methods Inf Med. 1995 Mar; 34(1-2):1-4. PMID: 9082118.
    Citations: 5     Fields:    
  72. McCray AT, Nelson SJ. The representation of meaning in the UMLS. Methods Inf Med. 1995 Mar; 34(1-2):193-201. PMID: 9082131.
    Citations: 69     Fields:    Translation:Humans
  73. McCray AT, Divita G. ASN.1: defining a grammar for the UMLS knowledge sources. Proc Annu Symp Comput Appl Med Care. 1995; 868-72. PMID: 8563416; PMCID: PMC2579217.
    Citations: 2     Fields:    
  74. McCray AT, Razi A. The UMLS Knowledge Source server. Medinfo. 1995; 8 Pt 1:144-7. PMID: 8591140.
    Citations: 3     Fields:    
  75. van Bemmel JH, McCray AT. The Computer-based Patient Record. Yearb Med Inform. 1995; (1):3-4. PMID: 27668769.
    Citations:    Fields:    
  76. van Bemmel JH, McCray AT. Advanced Communications in Health Care. Yearb Med Inform. 1994; (1):4-6. PMID: 27668611.
    Citations:    Fields:    
  77. McCray AT, Srinivasan S, Browne AC. Lexical methods for managing variation in biomedical terminologies. Proc Annu Symp Comput Appl Med Care. 1994; 235-9. PMID: 7949926; PMCID: PMC2247735.
    Citations: 81     Fields:    
  78. Lindberg DA, Humphreys BL, McCray AT. The Unified Medical Language System. Methods Inf Med. 1993 Aug; 32(4):281-91. PMID: 8412823.
    Citations: 310     Fields:    
  79. McCray AT, Aronson AR, Browne AC, Rindflesch TC, Razi A, Srinivasan S. UMLS knowledge for biomedical language processing. Bull Med Libr Assoc. 1993 Apr; 81(2):184-94. PMID: 8472004; PMCID: PMC225761.
    Citations: 26     Fields:    Translation:Humans
  80. Lindberg DA, Humphreys BL, McCray AT. The Unified Medical Language System. Yearb Med Inform. 1993; (1):41-51. PMID: 27668467.
    Citations: 4     Fields:    
  81. van Bemmel JH, McCray AT. Advances in an interdisciplinary science. Methods Inf Med. 1992 Nov; 31(4):235-46. PMID: 1470034.
    Citations: 1     Fields:    
  82. van Bemmel JH, McCray AT. Advances in an Interdisciplinary Science. Yearb Med Inform. 1992; (1):9-12. PMID: 27668409.
    Citations:    Fields:    
  83. van Bemmel JH, McCray AT. Synopsis of Scientific Contributions. Yearb Med Inform. 1992; (1):43-55. PMID: 27668410.
    Citations:    Fields:    
  84. McCray AT. Extending a natural language parser with UMLS knowledge. Proc Annu Symp Comput Appl Med Care. 1991; 194-8. PMID: 1807586; PMCID: PMC2247522.
    Citations: 6     Fields:    
  85. McCray AT, Srinivasan S. Automated access to a large medical dictionary: online assistance for research and application in natural language processing. Comput Biomed Res. 1990 Apr; 23(2):179-98. PMID: 2185922.
    Citations: 4     Fields:    
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Funded by the NIH/NCATS Clinical and Translational Science Award (CTSA) program, grant number UL1TR001102, and through institutional support from Harvard University, Harvard Medical School, Harvard T.H. Chan School of Public Health, Beth Israel Deaconess Medical Center, Boston Children's Hospital, Brigham and Women's Hospital, Massachusetts General Hospital and the Dana Farber Cancer Institute.