Gretchen Purcell Jackson, M.D., Ph.D.

Associate Professor
Faculty Appointments
Associate Professor of Pediatric Surgery Associate Professor of Biomedical InformaticsAssociate Professor of Pediatrics
Ph.D., Medical Information Sciences, Stanford University, Stanford, CaliforniaM.D., Stanford University, Stanford, CaliforniaB.S., Stanford University, Stanford, California
Office Address
4150 DOT
TN 9780
Research Description
Dr. Jackson is an accomplished clinical surgeon and internationally recognized informatician with over 25 years of contributions to surgical science, informatics research, and innovations in health information technologies. Dr. Jackson's current research focuses on using health information technologies to help patients and their caregivers manage their health. She has studied the consumer health-related needs of patients and their caregivers across a wide variety of conditions, and she has examined the use of patient portals across clinical specialties and their applications in conducting research and in delivering care.
Research Keywords
Electronic publishing, full-text literature searching, consumer health needs, patient portals, consumer health informatics
Sulieman L, Gilmore D, French C, Cronin RM, Jackson GP, Russell M, Fabbri D. Classifying patient portal messages using Convolutional Neural Networks. J Biomed Inform [print-electronic]. 2017 Oct; 74: 59-70. PMID: 28864104, PII: S1532-0464(17)30197-1, DOI: 10.1016/j.jbi.2017.08.014, ISSN: 1532-0480.

Cronin RM, Fabbri D, Denny JC, Rosenbloom ST, Jackson GP. A comparison of rule-based and machine learning approaches for classifying patient portal messages. Int J Med Inform [print-electronic]. 2017 Sep; 105: 110-20. PMID: 28750904, PMCID: PMC5546247, PII: S1386-5056(17)30181-8, DOI: 10.1016/j.ijmedinf.2017.06.004, ISSN: 1872-8243.

Steitz B, Cronin RM, Davis SE, Yan E, Jackson GP. Long-term Patterns of Patient Portal Use for Pediatric Patients at an Academic Medical Center. Appl Clin Inform. 2017 Aug 8/2/2017; 8(3): 779-93. PMID: 28765865, PII: 2017-01-RA-0005, DOI: 10.4338/ACI-2017-01-RA-0005, ISSN: 1869-0327.

Jackson GP, Robinson JR, Ingram E, Masterman M, Ivory C, Holloway D, Anders S, Cronin RM. A technology-based patient and family engagement consult service for the pediatric hospital setting. J Am Med Inform Assoc [print-electronic]. 2017 Jul 7/22/2017; PMID: 29016789, PII: 4004725, DOI: 10.1093/jamia/ocx067, ISSN: 1527-974X.

Robinson JR, Valentine A, Carney C, Fabbri D, Jackson GP. Complexity of medical decision-making in care provided by surgeons through patient portals. J. Surg. Res [print-electronic]. 2017 Jun 6/15/2017; 214: 93-101. PMID: 28624066, PMCID: PMC5474935, PII: S0022-4804(17)30127-0, DOI: 10.1016/j.jss.2017.02.077, ISSN: 1095-8673.

Robinson JR, Huth H, Jackson GP. Review of information technology for surgical patient care. J. Surg. Res [print-electronic]. 2016 Jun 6/1/2016; 203(1): 121-39. PMID: 27338543, PMCID: PMC4939767, PII: S0022-4804(16)00143-8, DOI: 10.1016/j.jss.2016.03.053, ISSN: 1095-8673.

Shenson JA, Cronin RM, Davis SE, Chen Q, Jackson GP. Rapid growth in surgeons' use of secure messaging in a patient portal. Surg Endosc [print-electronic]. 2016 Apr; 30(4): 1432-40. PMID: 26123340, PMCID: PMC4881849, PII: 10.1007/s00464-015-4347-y, DOI: 10.1007/s00464-015-4347-y, ISSN: 1432-2218.

Robinson TN, Olasky J, Young P, Feldman LS, Fuchshuber PR, Jones SB, Madani A, Brunt M, Mikami D, Jackson GP, Mischna J, Schwaitzberg S, Jones DB. Fundamental Use of Surgical Energy (FUSE) certification: validation and predictors of success. Surg Endosc [print-electronic]. 2016 Mar; 30(3): 916-24. PMID: 26275533, PII: 10.1007/s00464-015-4334-3, DOI: 10.1007/s00464-015-4334-3, ISSN: 1432-2218.

Robinson JR, Davis SE, Cronin RM, Jackson GP. Use of a Patient Portal During Hospital Admissions to Surgical Services. AMIA Annu Symp Proc. 2016; 2016: 1967-76. PMID: 28269956, PMCID: PMC5333326, ISSN: 1942-597X.

Masterman M, Cronin RM, Davis SE, Shenson JA, Jackson GP. Adoption of Secure Messaging in a Patient Portal across Pediatric Specialties. AMIA Annu Symp Proc. 2016; 2016: 1930-9. PMID: 28269952, PMCID: PMC5333207, ISSN: 1942-597X.

Cronin RM, Davis SE, Shenson JA, Chen Q, Rosenbloom ST, Jackson GP. Growth of Secure Messaging Through a Patient Portal as a Form of Outpatient Interaction across Clinical Specialties. Appl Clin Inform. 2015; 6(2): 288-304. PMID: 26171076, PMCID: PMC4493331, DOI: 10.4338/ACI-2014-12-RA-0117, ISSN: 1869-0327.

Davis SE, Osborn CY, Kripalani S, Goggins KM, Jackson GP. Health Literacy, Education Levels, and Patient Portal Usage During Hospitalizations. AMIA Annu Symp Proc. 2015; 2015: 1871-80. PMID: 26958286, PMCID: PMC4765631, ISSN: 1942-597X.

Cronin RM, Fabbri D, Denny JC, Jackson GP. Automated Classification of Consumer Health Information Needs in Patient Portal Messages. AMIA Annu Symp Proc. 2015; 2015: 1861-70. PMID: 26958285, PMCID: PMC4765690, ISSN: 1942-597X.

Shenson JA, Ingram E, Colon N, Jackson GP. Application of a Consumer Health Information Needs Taxonomy to Questions in Maternal-Fetal Care. AMIA Annu Symp Proc. 2015; 2015: 1148-56. PMID: 26958254, PMCID: PMC4765568, ISSN: 1942-597X.

Baucom RB, Ousley J, Poulose BK, Rosenbloom ST, Jackson GP. Case report: patient portal versus telephone recruitment for a surgical research study. Appl Clin Inform. 2014; 5(4): 1005-14. PMID: 25589913, PMCID: PMC4287677, DOI: 10.4338/ACI-2014-07-CR-0059, ISSN: 1869-0327.

McDougald Scott AM, Jackson GP, Ho YX, Yan Z, Davison C, Rosenbloom ST. Adapting comparative effectiveness research summaries for delivery to patients and providers through a patient portal. AMIA Annu Symp Proc. 2013; 2013: 959-68. PMID: 24551387, PMCID: PMC3900228, ISSN: 1942-597X.

Dageforde LA, Kibbe M, Jackson GP. Recruiting women to vascular surgery and other surgical specialties. J. Vasc. Surg [print-electronic]. 2013 Jan; 57(1): 262-7. PMID: 23141685, PII: S0741-5214(12)01613-8, DOI: 10.1016/j.jvs.2012.07.029, ISSN: 1097-6809.

Marshall AP, Spottswood SE, Grau AM, Jackson GP. Juvenile fibroadenoma and granular cell tumor of the breast in an adolescent. J. Pediatr. Surg. 2012 Oct; 47(10): 1930-3. PMID: 23084210, PII: S0022-3468(12)00595-7, DOI: 10.1016/j.jpedsurg.2012.07.050, ISSN: 1531-5037.

VanHouten JP, White RR, Jackson GP. A decision model of therapy for potentially resectable pancreatic cancer. J. Surg. Res [print-electronic]. 2012 May 5/15/2012; 174(2): 222-30. PMID: 22079845, PMCID: PMC3320682, PII: S0022-4804(11)00730-X, DOI: 10.1016/j.jss.2011.08.022, ISSN: 1095-8673.

Colon N, Schlegel C, Pietsch J, Chung DH, Jackson GP. Congenital lung anomalies: can we postpone resection?. J. Pediatr. Surg. 2012 Jan; 47(1): 87-92. PMID: 22244398, PII: S0022-3468(11)00897-9, DOI: 10.1016/j.jpedsurg.2011.10.027, ISSN: 1531-5037.

Osborn CY, Rosenbloom ST, Stenner SP, Anders S, Muse S, Johnson KB, Jirjis J, Jackson GP. MyHealthAtVanderbilt: policies and procedures governing patient portal functionality. J Am Med Inform Assoc [print-electronic]. 2011 Dec; 18 Suppl 1: i18-23. PMID: 21807648, PMCID: PMC3241162, PII: amiajnl-2011-000184, DOI: 10.1136/amiajnl-2011-000184, ISSN: 1527-974X.

Shelton J, Jackson GP. Palliative care and pediatric surgery. Surg. Clin. North Am. 2011 Apr; 91(2): 419-28, ix. PMID: 21419261, PII: S0039-6109(11)00005-3, DOI: 10.1016/j.suc.2011.01.004, ISSN: 1558-3171.

Raines MD, Wills ML, Jackson GP. Imperforate anus with a rectovestibular fistula and pseudotail: a case report. J Med Case Rep. 2010 Oct 10/7/2010; 4: 317. PMID: 20929527, PMCID: PMC2958973, PII: 1752-1947-4-317, DOI: 10.1186/1752-1947-4-317, ISSN: 1752-1947.