What every reader should know about studies using electronic health record data but may be afraid to ask

10.2196/22219

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Main Authors: Kohane, Isaac S., Aronow, Bruce J., Avillach, Paul, Beaulieu-Jones, Brett K., Bellazzi, Riccardo, Bradford, Robert L., Brat, Gabriel A., Cannataro, Mario, Cimino, James J., García-Barrio, N., Gehlenborg, Nils, Ghassemi, Marzyeh, Gutiérrez-Sacristán, A., Hanauer, David A., Holmes, John H., Hong, Chuan, Klann, Jeffrey G., Loh, Ne Hooi Will, Luo, Yuan, Mandl, Kenneth D., Daniar, Mohamad, Moore, Jason H., Murphy, Shawn N., Neuraz, Antoine, Ngiam, Kee Yuan, Omenn, Gilbert S., Palmer, Nathan, Patel, Lav P., Pedrera-Jiménez, M., Sliz, Piotr, South, Andrew M., Tan, Amelia Li Min, Taylor, Deanne M., Taylor, Bradley W., Torti, Carlo, Vallejos, Andrew K., Wagholikar, Kavishwar B., Weber, Griffin M., Cai, Tianxi, Albayrak, A., Amendola, D.F., Anthony, L.L.L.J., Atz, A., Bell, D.S., Bellasi, A., Benoit, V., Beraghi, M., Sobrino, J.L.B., Bernaux, M., Bey, R., Martínez, A.B., Boeker, M., Bonzel, C.-L., Booth, J., Bosari, S., Bourgeois, F.T., Bréant, S., Bucalo, M., Burgun, A., Cao, A., Caucheteux, C., Champ, J., Chiovato, L., Colicchio, T.K., Cormont, S., Cossin, S., Craig, J., Bermúdez, J.L.C., Dagliati, A., Daniel, C., Davoudi, A., Devkota, B., Dubiel, J., DuVall, S.L., Esteve, L., Fan, S., Follett, R.W., Gaiolla, P.S.A., Ganslandt, T., Barrio, N.G., Geva, A., Gradinger, T., Gramfort, A., Griffier, R., Griffon, N., Grisel, O., Haverkamp, C., Hilka, M., Horki, P., Hutch, M.R., Issitt, R., Jannot, A.S., Jouhet, V., Keller, M.S., Kirchoff, K., Krantz, I.D., Kraska, D., Krishnamurthy, A.K., L'Yi, S., Le, T.T., Leblanc, J., Lemaitre, G., Lenert, L., Leprovost, D., Liu, M., Lynch, K.E., Mahmood, S., Maidlow, S., Malovini, A., Mao, C., Martel, P., Masino, A.J., Matheny, M.E., Maulhardt, T., McDuffie, M.T., Mensch, A., Minicucci, M.F., Moal, B., Morris, J.S., Morris, M., Moshal, K.L., Mousavi, S., Mowery, D.L., Murad, D.A., Obeid, J., Okoshi, M.P., Olson, K.L., Orlova, N., Ostasiewski, B.D., Paris, N., Jimenez, M.P., Prokosch, H.U., Prudente, R.A., Ramoni, R.B., Raskin, M., Rieg, S., Domínguez, G.R., Salamanca, E., Samayamuthu, M.J., Sandrin, A., Schiver, E., Schuettler, J., Scudeller, L., Sebire, N., Balazote, P.S., Serre, P., Serret-Larmande, A., Silvio, D., Son, J., Spiridou, A., Tan, B.W.Q., Tan, B.W.L., Tanni, S.E., Tibollo, V., Tippmann, P., Varoquaux, G., Vie, J.-J., Visweswaran, S., Waitman, L.R., Wassermann, D., William, Y., Xia, Z., Zambelli, A., Carmona, A., Sonday, C., Balshi, J., The Consortium For Clinical Characterization Of COVID-19 By EHR (4CE).
Other Authors: DEAN'S OFFICE (DUKE-NUS MEDICAL SCHOOL)
Format: Review
Published: JMIR Publications Inc. 2022
Subjects:
Online Access:https://scholarbank.nus.edu.sg/handle/10635/232128
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Institution: National University of Singapore
id sg-nus-scholar.10635-232128
record_format dspace
institution National University of Singapore
building NUS Library
continent Asia
country Singapore
Singapore
content_provider NUS Library
collection ScholarBank@NUS
topic COVID-19
Data quality
Electronic health records
Literature
Publishing
Quality
Real-world data
Reporting checklist
Reporting standards
Review
Statistics
spellingShingle COVID-19
Data quality
Electronic health records
Literature
Publishing
Quality
Real-world data
Reporting checklist
Reporting standards
Review
Statistics
Kohane, Isaac S.
Aronow, Bruce J.
Avillach, Paul
Beaulieu-Jones, Brett K.
Bellazzi, Riccardo
Bradford, Robert L.
Brat, Gabriel A.
Cannataro, Mario
Cimino, James J.
García-Barrio, N.
Gehlenborg, Nils
Ghassemi, Marzyeh
Gutiérrez-Sacristán, A.
Hanauer, David A.
Holmes, John H.
Hong, Chuan
Klann, Jeffrey G.
Loh, Ne Hooi Will
Luo, Yuan
Mandl, Kenneth D.
Daniar, Mohamad
Moore, Jason H.
Murphy, Shawn N.
Neuraz, Antoine
Ngiam, Kee Yuan
Omenn, Gilbert S.
Palmer, Nathan
Patel, Lav P.
Pedrera-Jiménez, M.
Sliz, Piotr
South, Andrew M.
Tan, Amelia Li Min
Taylor, Deanne M.
Taylor, Bradley W.
Torti, Carlo
Vallejos, Andrew K.
Wagholikar, Kavishwar B.
Weber, Griffin M.
Cai, Tianxi
Albayrak, A.
Amendola, D.F.
Anthony, L.L.L.J.
Atz, A.
Bell, D.S.
Bellasi, A.
Benoit, V.
Beraghi, M.
Sobrino, J.L.B.
Bernaux, M.
Bey, R.
Martínez, A.B.
Boeker, M.
Bonzel, C.-L.
Booth, J.
Bosari, S.
Bourgeois, F.T.
Bréant, S.
Bucalo, M.
Burgun, A.
Cao, A.
Caucheteux, C.
Champ, J.
Chiovato, L.
Colicchio, T.K.
Cormont, S.
Cossin, S.
Craig, J.
Bermúdez, J.L.C.
Dagliati, A.
Daniel, C.
Davoudi, A.
Devkota, B.
Dubiel, J.
DuVall, S.L.
Esteve, L.
Fan, S.
Follett, R.W.
Gaiolla, P.S.A.
Ganslandt, T.
Barrio, N.G.
Geva, A.
Gradinger, T.
Gramfort, A.
Griffier, R.
Griffon, N.
Grisel, O.
Haverkamp, C.
Hilka, M.
Horki, P.
Hutch, M.R.
Issitt, R.
Jannot, A.S.
Jouhet, V.
Keller, M.S.
Kirchoff, K.
Krantz, I.D.
Kraska, D.
Krishnamurthy, A.K.
L'Yi, S.
Le, T.T.
Leblanc, J.
Lemaitre, G.
Lenert, L.
Leprovost, D.
Liu, M.
Lynch, K.E.
Mahmood, S.
Maidlow, S.
Malovini, A.
Mao, C.
Martel, P.
Masino, A.J.
Matheny, M.E.
Maulhardt, T.
McDuffie, M.T.
Mensch, A.
Minicucci, M.F.
Moal, B.
Morris, J.S.
Morris, M.
Moshal, K.L.
Mousavi, S.
Mowery, D.L.
Murad, D.A.
Obeid, J.
Okoshi, M.P.
Olson, K.L.
Orlova, N.
Ostasiewski, B.D.
Paris, N.
Jimenez, M.P.
Prokosch, H.U.
Prudente, R.A.
Ramoni, R.B.
Raskin, M.
Rieg, S.
Domínguez, G.R.
Salamanca, E.
Samayamuthu, M.J.
Sandrin, A.
Schiver, E.
Schuettler, J.
Scudeller, L.
Sebire, N.
Balazote, P.S.
Serre, P.
Serret-Larmande, A.
Silvio, D.
Son, J.
Spiridou, A.
Tan, B.W.Q.
Tan, B.W.L.
Tanni, S.E.
Tibollo, V.
Tippmann, P.
Varoquaux, G.
Vie, J.-J.
Visweswaran, S.
Waitman, L.R.
Wassermann, D.
William, Y.
Xia, Z.
Zambelli, A.
Carmona, A.
Sonday, C.
Balshi, J.
The Consortium For Clinical Characterization Of COVID-19 By EHR (4CE).
What every reader should know about studies using electronic health record data but may be afraid to ask
description 10.2196/22219
author2 DEAN'S OFFICE (DUKE-NUS MEDICAL SCHOOL)
author_facet DEAN'S OFFICE (DUKE-NUS MEDICAL SCHOOL)
Kohane, Isaac S.
Aronow, Bruce J.
Avillach, Paul
Beaulieu-Jones, Brett K.
Bellazzi, Riccardo
Bradford, Robert L.
Brat, Gabriel A.
Cannataro, Mario
Cimino, James J.
García-Barrio, N.
Gehlenborg, Nils
Ghassemi, Marzyeh
Gutiérrez-Sacristán, A.
Hanauer, David A.
Holmes, John H.
Hong, Chuan
Klann, Jeffrey G.
Loh, Ne Hooi Will
Luo, Yuan
Mandl, Kenneth D.
Daniar, Mohamad
Moore, Jason H.
Murphy, Shawn N.
Neuraz, Antoine
Ngiam, Kee Yuan
Omenn, Gilbert S.
Palmer, Nathan
Patel, Lav P.
Pedrera-Jiménez, M.
Sliz, Piotr
South, Andrew M.
Tan, Amelia Li Min
Taylor, Deanne M.
Taylor, Bradley W.
Torti, Carlo
Vallejos, Andrew K.
Wagholikar, Kavishwar B.
Weber, Griffin M.
Cai, Tianxi
Albayrak, A.
Amendola, D.F.
Anthony, L.L.L.J.
Atz, A.
Bell, D.S.
Bellasi, A.
Benoit, V.
Beraghi, M.
Sobrino, J.L.B.
Bernaux, M.
Bey, R.
Martínez, A.B.
Boeker, M.
Bonzel, C.-L.
Booth, J.
Bosari, S.
Bourgeois, F.T.
Bréant, S.
Bucalo, M.
Burgun, A.
Cao, A.
Caucheteux, C.
Champ, J.
Chiovato, L.
Colicchio, T.K.
Cormont, S.
Cossin, S.
Craig, J.
Bermúdez, J.L.C.
Dagliati, A.
Daniel, C.
Davoudi, A.
Devkota, B.
Dubiel, J.
DuVall, S.L.
Esteve, L.
Fan, S.
Follett, R.W.
Gaiolla, P.S.A.
Ganslandt, T.
Barrio, N.G.
Geva, A.
Gradinger, T.
Gramfort, A.
Griffier, R.
Griffon, N.
Grisel, O.
Haverkamp, C.
Hilka, M.
Horki, P.
Hutch, M.R.
Issitt, R.
Jannot, A.S.
Jouhet, V.
Keller, M.S.
Kirchoff, K.
Krantz, I.D.
Kraska, D.
Krishnamurthy, A.K.
L'Yi, S.
Le, T.T.
Leblanc, J.
Lemaitre, G.
Lenert, L.
Leprovost, D.
Liu, M.
Lynch, K.E.
Mahmood, S.
Maidlow, S.
Malovini, A.
Mao, C.
Martel, P.
Masino, A.J.
Matheny, M.E.
Maulhardt, T.
McDuffie, M.T.
Mensch, A.
Minicucci, M.F.
Moal, B.
Morris, J.S.
Morris, M.
Moshal, K.L.
Mousavi, S.
Mowery, D.L.
Murad, D.A.
Obeid, J.
Okoshi, M.P.
Olson, K.L.
Orlova, N.
Ostasiewski, B.D.
Paris, N.
Jimenez, M.P.
Prokosch, H.U.
Prudente, R.A.
Ramoni, R.B.
Raskin, M.
Rieg, S.
Domínguez, G.R.
Salamanca, E.
Samayamuthu, M.J.
Sandrin, A.
Schiver, E.
Schuettler, J.
Scudeller, L.
Sebire, N.
Balazote, P.S.
Serre, P.
Serret-Larmande, A.
Silvio, D.
Son, J.
Spiridou, A.
Tan, B.W.Q.
Tan, B.W.L.
Tanni, S.E.
Tibollo, V.
Tippmann, P.
Varoquaux, G.
Vie, J.-J.
Visweswaran, S.
Waitman, L.R.
Wassermann, D.
William, Y.
Xia, Z.
Zambelli, A.
Carmona, A.
Sonday, C.
Balshi, J.
The Consortium For Clinical Characterization Of COVID-19 By EHR (4CE).
format Review
author Kohane, Isaac S.
Aronow, Bruce J.
Avillach, Paul
Beaulieu-Jones, Brett K.
Bellazzi, Riccardo
Bradford, Robert L.
Brat, Gabriel A.
Cannataro, Mario
Cimino, James J.
García-Barrio, N.
Gehlenborg, Nils
Ghassemi, Marzyeh
Gutiérrez-Sacristán, A.
Hanauer, David A.
Holmes, John H.
Hong, Chuan
Klann, Jeffrey G.
Loh, Ne Hooi Will
Luo, Yuan
Mandl, Kenneth D.
Daniar, Mohamad
Moore, Jason H.
Murphy, Shawn N.
Neuraz, Antoine
Ngiam, Kee Yuan
Omenn, Gilbert S.
Palmer, Nathan
Patel, Lav P.
Pedrera-Jiménez, M.
Sliz, Piotr
South, Andrew M.
Tan, Amelia Li Min
Taylor, Deanne M.
Taylor, Bradley W.
Torti, Carlo
Vallejos, Andrew K.
Wagholikar, Kavishwar B.
Weber, Griffin M.
Cai, Tianxi
Albayrak, A.
Amendola, D.F.
Anthony, L.L.L.J.
Atz, A.
Bell, D.S.
Bellasi, A.
Benoit, V.
Beraghi, M.
Sobrino, J.L.B.
Bernaux, M.
Bey, R.
Martínez, A.B.
Boeker, M.
Bonzel, C.-L.
Booth, J.
Bosari, S.
Bourgeois, F.T.
Bréant, S.
Bucalo, M.
Burgun, A.
Cao, A.
Caucheteux, C.
Champ, J.
Chiovato, L.
Colicchio, T.K.
Cormont, S.
Cossin, S.
Craig, J.
Bermúdez, J.L.C.
Dagliati, A.
Daniel, C.
Davoudi, A.
Devkota, B.
Dubiel, J.
DuVall, S.L.
Esteve, L.
Fan, S.
Follett, R.W.
Gaiolla, P.S.A.
Ganslandt, T.
Barrio, N.G.
Geva, A.
Gradinger, T.
Gramfort, A.
Griffier, R.
Griffon, N.
Grisel, O.
Haverkamp, C.
Hilka, M.
Horki, P.
Hutch, M.R.
Issitt, R.
Jannot, A.S.
Jouhet, V.
Keller, M.S.
Kirchoff, K.
Krantz, I.D.
Kraska, D.
Krishnamurthy, A.K.
L'Yi, S.
Le, T.T.
Leblanc, J.
Lemaitre, G.
Lenert, L.
Leprovost, D.
Liu, M.
Lynch, K.E.
Mahmood, S.
Maidlow, S.
Malovini, A.
Mao, C.
Martel, P.
Masino, A.J.
Matheny, M.E.
Maulhardt, T.
McDuffie, M.T.
Mensch, A.
Minicucci, M.F.
Moal, B.
Morris, J.S.
Morris, M.
Moshal, K.L.
Mousavi, S.
Mowery, D.L.
Murad, D.A.
Obeid, J.
Okoshi, M.P.
Olson, K.L.
Orlova, N.
Ostasiewski, B.D.
Paris, N.
Jimenez, M.P.
Prokosch, H.U.
Prudente, R.A.
Ramoni, R.B.
Raskin, M.
Rieg, S.
Domínguez, G.R.
Salamanca, E.
Samayamuthu, M.J.
Sandrin, A.
Schiver, E.
Schuettler, J.
Scudeller, L.
Sebire, N.
Balazote, P.S.
Serre, P.
Serret-Larmande, A.
Silvio, D.
Son, J.
Spiridou, A.
Tan, B.W.Q.
Tan, B.W.L.
Tanni, S.E.
Tibollo, V.
Tippmann, P.
Varoquaux, G.
Vie, J.-J.
Visweswaran, S.
Waitman, L.R.
Wassermann, D.
William, Y.
Xia, Z.
Zambelli, A.
Carmona, A.
Sonday, C.
Balshi, J.
The Consortium For Clinical Characterization Of COVID-19 By EHR (4CE).
author_sort Kohane, Isaac S.
title What every reader should know about studies using electronic health record data but may be afraid to ask
title_short What every reader should know about studies using electronic health record data but may be afraid to ask
title_full What every reader should know about studies using electronic health record data but may be afraid to ask
title_fullStr What every reader should know about studies using electronic health record data but may be afraid to ask
title_full_unstemmed What every reader should know about studies using electronic health record data but may be afraid to ask
title_sort what every reader should know about studies using electronic health record data but may be afraid to ask
publisher JMIR Publications Inc.
publishDate 2022
url https://scholarbank.nus.edu.sg/handle/10635/232128
_version_ 1781793296001007616
spelling sg-nus-scholar.10635-2321282023-10-31T09:11:21Z What every reader should know about studies using electronic health record data but may be afraid to ask Kohane, Isaac S. Aronow, Bruce J. Avillach, Paul Beaulieu-Jones, Brett K. Bellazzi, Riccardo Bradford, Robert L. Brat, Gabriel A. Cannataro, Mario Cimino, James J. García-Barrio, N. Gehlenborg, Nils Ghassemi, Marzyeh Gutiérrez-Sacristán, A. Hanauer, David A. Holmes, John H. Hong, Chuan Klann, Jeffrey G. Loh, Ne Hooi Will Luo, Yuan Mandl, Kenneth D. Daniar, Mohamad Moore, Jason H. Murphy, Shawn N. Neuraz, Antoine Ngiam, Kee Yuan Omenn, Gilbert S. Palmer, Nathan Patel, Lav P. Pedrera-Jiménez, M. Sliz, Piotr South, Andrew M. Tan, Amelia Li Min Taylor, Deanne M. Taylor, Bradley W. Torti, Carlo Vallejos, Andrew K. Wagholikar, Kavishwar B. Weber, Griffin M. Cai, Tianxi Albayrak, A. Amendola, D.F. Anthony, L.L.L.J. Atz, A. Bell, D.S. Bellasi, A. Benoit, V. Beraghi, M. Sobrino, J.L.B. Bernaux, M. Bey, R. Martínez, A.B. Boeker, M. Bonzel, C.-L. Booth, J. Bosari, S. Bourgeois, F.T. Bréant, S. Bucalo, M. Burgun, A. Cao, A. Caucheteux, C. Champ, J. Chiovato, L. Colicchio, T.K. Cormont, S. Cossin, S. Craig, J. Bermúdez, J.L.C. Dagliati, A. Daniel, C. Davoudi, A. Devkota, B. Dubiel, J. DuVall, S.L. Esteve, L. Fan, S. Follett, R.W. Gaiolla, P.S.A. Ganslandt, T. Barrio, N.G. Geva, A. Gradinger, T. Gramfort, A. Griffier, R. Griffon, N. Grisel, O. Haverkamp, C. Hilka, M. Horki, P. Hutch, M.R. Issitt, R. Jannot, A.S. Jouhet, V. Keller, M.S. Kirchoff, K. Krantz, I.D. Kraska, D. Krishnamurthy, A.K. L'Yi, S. Le, T.T. Leblanc, J. Lemaitre, G. Lenert, L. Leprovost, D. Liu, M. Lynch, K.E. Mahmood, S. Maidlow, S. Malovini, A. Mao, C. Martel, P. Masino, A.J. Matheny, M.E. Maulhardt, T. McDuffie, M.T. Mensch, A. Minicucci, M.F. Moal, B. Morris, J.S. Morris, M. Moshal, K.L. Mousavi, S. Mowery, D.L. Murad, D.A. Obeid, J. Okoshi, M.P. Olson, K.L. Orlova, N. Ostasiewski, B.D. Paris, N. Jimenez, M.P. Prokosch, H.U. Prudente, R.A. Ramoni, R.B. Raskin, M. Rieg, S. Domínguez, G.R. Salamanca, E. Samayamuthu, M.J. Sandrin, A. Schiver, E. Schuettler, J. Scudeller, L. Sebire, N. Balazote, P.S. Serre, P. Serret-Larmande, A. Silvio, D. Son, J. Spiridou, A. Tan, B.W.Q. Tan, B.W.L. Tanni, S.E. Tibollo, V. Tippmann, P. Varoquaux, G. Vie, J.-J. Visweswaran, S. Waitman, L.R. Wassermann, D. William, Y. Xia, Z. Zambelli, A. Carmona, A. Sonday, C. Balshi, J. The Consortium For Clinical Characterization Of COVID-19 By EHR (4CE). 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(2021-03-02). What every reader should know about studies using electronic health record data but may be afraid to ask. Journal of Medical Internet Research 23 (3) : e22219. ScholarBank@NUS Repository. https://doi.org/10.2196/22219 1438-8871 https://scholarbank.nus.edu.sg/handle/10635/232128 Attribution 4.0 International https://creativecommons.org/licenses/by/4.0/ JMIR Publications Inc. Scopus OA2021