Amy E Krefman

Affiliations

Northwestern University.

Publications (17)

Incorporating longitudinal history of risk factors into atherosclerotic cardiovascular disease risk prediction using deep learning.

Research square

Avec: Jingzhi Yu , Xiaoyun Yang , Yu Deng , Lindsay R Pool , Lihui Zhao , Xinlei Mi , Hongyan Ning , John Wilkins , Donald M Lloyd-Jones , Lucia C Petito , Norrina B Allen

Rationale and design for Healthy Hearts for Michigan (HH4M): A pragmatic single-arm hybrid effectiveness-implementation study.

Contemporary clinical trials communications

Avec: Jody D Ciolino , Ann K Kan , Bruce Maki , Megan McHugh , Justin D Smith , Jennifer Bannon , Allison J Carroll , Patricia Bustamante , Carrie Frye , Brian Hitsman , Anya Day , Theresa L Walunas

Coronary Artery Calcium Progression Among the US and Japanese Men.

Circulation. Cardiovascular imaging

Avec: Takashi Hisamatsu , Kiang Liu , Cheeling Chan , Akira Fujiyoshi , Matthew J Budoff , Katsuyuki Miura , Donald M Lloyd-Jones , Hirotsugu Ueshima

Influential Periods in Longitudinal Clinical Cardiovascular Health Scores.

American journal of epidemiology

Avec: Darwin Labarthe , Philip Greenland , Lindsay Pool , Liliana Aguayo , Markus Juonala , Mika Kähönen , Terho Lehtimäki , R Sue Day , Lydia Bazzano , Vito M R Muggeo , Linda Van Horn , Lei Liu , Larry S Webber , Katja Pahkala , Tomi T Laitinen , Olli Raitakari , Donald M Lloyd-Jones , Norrina B Allen

A Proposed Pediatric Clinical Cardiovascular Health Reference Standard.

American journal of preventive medicine

Avec: Lucia C Petito , Megan E McCabe , Lindsay R Pool , Amanda M Perak , Bradley S Marino , Markus Juonala , Mika Kähönen , Terho Lehtimäki , Lydia A Bazzano , Lei Liu , Katja Pahkala , Tomi T Laitinen , Olli T Raitakari , Holly C Gooding , Stephen R Daniels , Asheley C Skinner , Philip Greenland , Matthew M Davis , Lauren S Wakschlag , Linda Van Horn , Lifang Hou , Donald M Lloyd-Jones , Darwin R Labarthe , Norrina B Allen

The Timing and Sequence of Cardiovascular Health Decline.

American journal of preventive medicine

Avec: Lindsay R Pool , Darwin R Labarthe , Philip Greenland , Markus Juonala , Mika Kähönen , Terho Lehtimäki , Rena Sue Day , Lydia A Bazzano , Linda Van Horn , Lei Liu , Camilo Fernandez-Alonso , Larry S Webber , Katja Pahkala , Tomi T Laitinen , Olli T Raitakari , Donald M Lloyd-Jones , Norrina B Allen

Association of Body Mass Index in Midlife With Morbidity Burden in Older Adulthood and Longevity.

JAMA network open

Avec: Sadiya S Khan , Lihui Zhao , Lei Liu , Anna Chorniy , Martha L Daviglus , Cuiping Schiman , Kiang Liu , Tina Shih , Daniel Garside , Thanh-Huyen T Vu , Donald M Lloyd-Jones , Norrina B Allen

psHarmonize: Facilitating reproducible large-scale pre-statistical data harmonization and documentation in R.

Patterns (New York, N.Y.)

Avec: John J Stephen , Padraig Carolan , Sanaz Sedaghat , Maxwell Mansolf , Norrina B Allen , Denise M Scholtens

Using electronic health record data to link families: an illustrative example using intergenerational patterns of obesity.

Journal of the American Medical Informatics Association : JAMIA

Avec: Farhad Ghamsari , Daniel R Turner , Alice Lu , Martin Borsje , Colby Witherup Wood , Lucia C Petito , Fernanda C G Polubriaginof , Daniel Schneider , Faraz Ahmad , Norrina B Allen

Cardiovascular Health Trajectories From Childhood Through Middle Age and Their Association With Subclinical Atherosclerosis.

JAMA cardiology

Avec: Norrina B Allen , Darwin Labarthe , Philip Greenland , Markus Juonala , Mika Kähönen , Terho Lehtimäki , R Sue Day , Lydia A Bazzano , Linda V Van Horn , Lei Liu , Camilo Fernandez Alonso , Larry S Webber , Katja Pahkala , Tomi T Laitinen , Olli T Raitakari , Donald M Lloyd-Jones

Association of Cardiovascular Health Through Young Adulthood With Genome-Wide DNA Methylation Patterns in Midlife: The CARDIA Study.

Circulation

Avec: Yinan Zheng , Brian T Joyce , Shih-Jen Hwang , Jiantao Ma , Lei Liu , Norrina B Allen , Jun Wang , Tao Gao , Drew R Nannini , Haixiang Zhang , David R Jacobs , Myron D Gross , Myriam Fornage , Cora E Lewis , Pamela J Schreiner , Stephen Sidney , Dongquan Chen , Philip Greenland , Daniel Levy , Lifang Hou , Donald M Lloyd-Jones

Incorporating longitudinal history of risk factors into atherosclerotic cardiovascular disease risk prediction using deep learning.

Scientific reports

Avec: Jingzhi Yu , Xiaoyun Yang , Yu Deng , Lindsay R Pool , Lihui Zhao , Xinlei Mi , Hongyan Ning , John Wilkins , Donald M Lloyd-Jones , Lucia C Petito , Norrina B Allen

Decision Tree-Based Classification for Maintaining Normal Blood Pressure Throughout Early Adulthood and Middle Age: Findings From the Coronary Artery Risk Development in Young Adults (CARDIA) Study.

American journal of hypertension

Avec: Orna Reges , Shakia T Hardy , Yuichiro Yano , Paul Muntner , Donald M Lloyd-Jones , Norrina B Allen

Association between county-level risk groups and COVID-19 outcomes in the United States: a socioecological study.

BMC public health

Avec: Sadiya S Khan , Megan E McCabe , Lucia C Petito , Xiaoyun Yang , Kiarri N Kershaw , Lindsay R Pool , Norrina B Allen

Cardiac Structure and Function Phenogroups and Risk of Incident Heart Failure (from the Multi-ethnic Study of Atherosclerosis).

The American journal of cardiology

Avec: Michael M Hammond , Lindsay R Pool , Hongyan Ning , Joao A C Lima , Sanjiv J Shah , Joseph Yeboah , Donald M Lloyd-Jones , Norrina B Allen , Sadiya S Khan

Cardiovascular health trajectories from age 2-12: a pediatric electronic health record study.

Annals of epidemiology

Avec: Lindsay R Pool , Lucia C Petito , Xiaoyun Yang , Amanda M Perak , Matthew M Davis , Philip Greenland , Marc Rosenman , Rachel Zmora , Yaojie Wang , Lifang Hou , Bradley S Marino , Linda Van Horn , Lauren S Wakschlag , Darwin Labarthe , Donald M Lloyd-Jones , Norrina B Allen

Race- and Sex-Specific Factors Associated With Age-Related Slopes in Systolic Blood Pressure: Findings From the CARDIA Study.

Hypertension (Dallas, Tex. : 1979)

Avec: Orna Reges , Shakia T Hardy , Yuichiro Yano , Paul Muntner , Lindsay R Pool , Penny Gordon-Larsen , Yaojie Wang , Donald M Lloyd-Jones , Norrina B Allen

Réseau de co-auteurs

Norrina B Allen 15 collaborations

Donald M Lloyd-Jones 13 collaborations

Lindsay R Pool 8 collaborations

Lucia C Petito 6 collaborations

Philip Greenland 6 collaborations

Lei Liu 6 collaborations

Xiaoyun Yang 4 collaborations

Markus Juonala 4 collaborations

Mika Kähönen 4 collaborations

Terho Lehtimäki 4 collaborations

Linda Van Horn 4 collaborations

Katja Pahkala 4 collaborations

Tomi T Laitinen 4 collaborations

Lihui Zhao 3 collaborations

Hongyan Ning 3 collaborations

Darwin Labarthe 3 collaborations

Larry S Webber 3 collaborations

Lydia A Bazzano 3 collaborations

Olli T Raitakari 3 collaborations

Lifang Hou 3 collaborations

Sadiya S Khan 3 collaborations

Jingzhi Yu 2 collaborations

Yu Deng 2 collaborations

Xinlei Mi 2 collaborations

John Wilkins 2 collaborations

Kiang Liu 2 collaborations

R Sue Day 2 collaborations

Megan E McCabe 2 collaborations

Amanda M Perak 2 collaborations

Bradley S Marino 2 collaborations

Matthew M Davis 2 collaborations

Lauren S Wakschlag 2 collaborations

Darwin R Labarthe 2 collaborations

Orna Reges 2 collaborations

Shakia T Hardy 2 collaborations

Yuichiro Yano 2 collaborations

Paul Muntner 2 collaborations

Yaojie Wang 2 collaborations

Jody D Ciolino 1 collaboration

Ann K Kan 1 collaboration

Bruce Maki 1 collaboration

Megan McHugh 1 collaboration

Justin D Smith 1 collaboration

Jennifer Bannon 1 collaboration

Allison J Carroll 1 collaboration

Patricia Bustamante 1 collaboration

Carrie Frye 1 collaboration

Brian Hitsman 1 collaboration

Anya Day 1 collaboration

Theresa L Walunas 1 collaboration

Takashi Hisamatsu 1 collaboration

Cheeling Chan 1 collaboration

Akira Fujiyoshi 1 collaboration

Matthew J Budoff 1 collaboration

Katsuyuki Miura 1 collaboration

Hirotsugu Ueshima 1 collaboration

Lindsay Pool 1 collaboration

Liliana Aguayo 1 collaboration

Lydia Bazzano 1 collaboration

Vito M R Muggeo 1 collaboration

Olli Raitakari 1 collaboration

Holly C Gooding 1 collaboration

Stephen R Daniels 1 collaboration

Asheley C Skinner 1 collaboration

Rena Sue Day 1 collaboration

Camilo Fernandez-Alonso 1 collaboration

Anna Chorniy 1 collaboration

Martha L Daviglus 1 collaboration

Cuiping Schiman 1 collaboration

Tina Shih 1 collaboration

Daniel Garside 1 collaboration

Thanh-Huyen T Vu 1 collaboration

John J Stephen 1 collaboration

Padraig Carolan 1 collaboration

Sanaz Sedaghat 1 collaboration

Maxwell Mansolf 1 collaboration

Denise M Scholtens 1 collaboration

Farhad Ghamsari 1 collaboration

Daniel R Turner 1 collaboration

Alice Lu 1 collaboration

Martin Borsje 1 collaboration

Colby Witherup Wood 1 collaboration

Fernanda C G Polubriaginof 1 collaboration

Daniel Schneider 1 collaboration

Faraz Ahmad 1 collaboration

Linda V Van Horn 1 collaboration

Camilo Fernandez Alonso 1 collaboration

Yinan Zheng 1 collaboration

Brian T Joyce 1 collaboration

Shih-Jen Hwang 1 collaboration

Jiantao Ma 1 collaboration

Jun Wang 1 collaboration

Tao Gao 1 collaboration

Drew R Nannini 1 collaboration

Haixiang Zhang 1 collaboration

David R Jacobs 1 collaboration

Myron D Gross 1 collaboration

Myriam Fornage 1 collaboration

Cora E Lewis 1 collaboration

Pamela J Schreiner 1 collaboration

Stephen Sidney 1 collaboration

Dongquan Chen 1 collaboration

Daniel Levy 1 collaboration

Kiarri N Kershaw 1 collaboration

Michael M Hammond 1 collaboration

Joao A C Lima 1 collaboration

Sanjiv J Shah 1 collaboration

Joseph Yeboah 1 collaboration

Marc Rosenman 1 collaboration

Rachel Zmora 1 collaboration

Penny Gordon-Larsen 1 collaboration