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2023
Su C
,
Hou Y
,
Zhou M
,
Rajendran S
,
Maasch JRMA
,
Abedi Z
,
Zhang H
,
Bai Z
,
Cuturrufo A
,
Guo W
et al.
. 2023.
Biomedical discovery through the integrative biomedical knowledge hub (iBKH).
.
iScience. 26(4):106460.
Adekkanattu P
,
Rasmussen LV
,
Pacheco JA
,
Kabariti J
,
Stone DJ
,
Yu Y
,
Jiang G
,
Luo Y
,
Brandt PS
,
Xu Z
et al.
. 2023.
Prediction of left ventricular ejection fraction changes in heart failure patients using machine learning and electronic health records: a multi-site study.
.
Sci Rep. 13(1):294.
Adekkanattu P
,
Rasmussen LV
,
Pacheco JA
,
Kabariti J
,
Stone DJ
,
Yu Y
,
Jiang G
,
Luo Y
,
Brandt PS
,
Xu Z
et al.
. 2023.
Prediction of left ventricular ejection fraction changes in heart failure patients using machine learning and electronic health records: a multi-site study.
.
Sci Rep. 13(1):294.
2022
Adler DA
,
Wang F
,
Mohr DC
,
Estrin D
,
Livesey C
,
Choudhury T
. 2022.
A call for open data to develop mental health digital biomarkers.
.
BJPsych Open. 8(2):e58.
Brandt PS
,
Pacheco JA
,
Adekkanattu P
,
Sholle ET
,
Abedian S
,
Stone DJ
,
Knaack DM
,
Xu J
,
Xu Z
,
Peng Y
et al.
. 2022.
Design and validation of a FHIR-based EHR-driven phenotyping toolbox.
.
J Am Med Inform Assoc. 29(9):1449-1460.
Brandt PS
,
Pacheco JA
,
Adekkanattu P
,
Sholle ET
,
Abedian S
,
Stone DJ
,
Knaack DM
,
Xu J
,
Xu Z
,
Peng Y
et al.
. 2022.
Design and validation of a FHIR-based EHR-driven phenotyping toolbox.
.
J Am Med Inform Assoc. 29(9):1449-1460.
Honarvar H
,
Agarwal C
,
Somani S
,
Vaid A
,
Lampert J
,
Wanyan T
,
Reddy VY
,
Nadkarni GN
,
Miotto R
,
Zitnik M
et al.
. 2022.
Enhancing convolutional neural network predictions of electrocardiograms with left ventricular dysfunction using a novel sub-waveform representation.
.
Cardiovasc Digit Health J. 3(5):220-231.
Alfonso D
,
Cabrera LY
,
Sidiropoulos C
,
Wang F
,
Sarva H
. 2022.
How Parkinson's patients in the USA perceive deep brain stimulation in the 21st century: Results of a nationwide survey.
.
J Clin Neurosci. 95:20-26.
Xu W
,
Su C
,
Li Y
,
Rogers S
,
Wang F
,
Chen K
,
Aseltine R
. 2022.
Improving suicide risk prediction via targeted data fusion: proof of concept using medical claims data.
.
J Am Med Inform Assoc. 29(3):500-511.
Guo Y
,
Bian J
,
Chen A
,
Wang F
,
Posgai AL
,
Schatz DA
,
Shenkman EA
,
Atkinson MA
. 2022.
Incidence Trends of New-Onset Diabetes in Children and Adolescents Before and During the COVID-19 Pandemic: Findings From Florida.
.
Diabetes. 71(12):2702-2706.
Adler DA
,
Wang F
,
Mohr DC
,
Choudhury T
. 2022.
Machine learning for passive mental health symptom prediction: Generalization across different longitudinal mobile sensing studies.
.
PLoS One. 17(4):e0266516.
Wanyan T
,
Lin M
,
Klang E
,
Menon KM
,
Gulamali FF
,
Azad A
,
Zhang Y
,
Ding Y
,
Wang Z
,
Wang F
et al.
. 2022.
Supervised Pretraining through Contrastive Categorical Positive Samplings to Improve COVID-19 Mortality Prediction.
.
ACM BCB. 2022
2021
Ghosh AK
,
Venkatraman S
,
Soroka O
,
Reshetnyak E
,
Rajan M
,
An A
,
Chae JK
,
Gonzalez C
,
Prince J
,
DiMaggio C
et al.
. 2021.
Association between overcrowded households, multigenerational households, and COVID-19: a cohort study.
.
Public Health. 198:273-279.
2020
Zhang Y
,
Zhang Y
,
Sholle E
,
Abedian S
,
Sharko M
,
Turchioe MReading
,
Wu Y
,
Ancker JS
. 2020.
Assessing the impact of social determinants of health on predictive models for potentially avoidable 30-day readmission or death.
.
PLoS One. 15(6):e0235064.
Zhang Y
,
Zhang Y
,
Sholle E
,
Abedian S
,
Sharko M
,
Turchioe MReading
,
Wu Y
,
Ancker JS
. 2020.
Assessing the impact of social determinants of health on predictive models for potentially avoidable 30-day readmission or death.
.
PLoS One. 15(6):e0235064.
Tummalapalli SLekha
,
Zelnick LR
,
Andersen AH
,
Christenson RH
,
deFilippi CR
,
Deo R
,
Go AS
,
He J
,
Ky B
,
Lash JP
et al.
. 2020.
Association of Cardiac Biomarkers With the Kansas City Cardiomyopathy Questionnaire in Patients With Chronic Kidney Disease Without Heart Failure.
.
J Am Heart Assoc. 9(13):e014385.
Ramkumar N
,
Suckow BD
,
Arya S
,
Sedrakyan A
,
Mackenzie TA
,
Goodney PP
,
Brown JR
. 2020.
Association of Sex With Repair Type and Long-term Mortality in Adults With Abdominal Aortic Aneurysm.
.
JAMA Netw Open. 3(2):e1921240.
Benda NC
,
Veinot TC
,
Sieck CJ
,
Ancker JS
. 2020.
Broadband Internet Access Is a Social Determinant of Health!
.
Am J Public Health. 110(8):1123-1125.
Ennamuri S
,
Abramson E
,
Mauer E
,
Gerber LM
,
Nellis ME
. 2020.
Changes in Clinical Course Before and After Do-Not-Resuscitate Order Placement in a Pediatric Intensive Care Unit Setting.
.
J Palliat Med.
Al-Hajj S
,
Bcheraoui CEl
,
Daoud F
,
Khalil I
,
Moradi-Lakeh M
,
Abu-Raddad LJ
,
Hamadeh RR
,
Mokdad A
. 2020.
Child and adolescent injury burden in the eastern mediterranean region: Findings from the Global Burden of Disease 1990-2017.
.
BMC Public Health. 20(1):433.
Al-Hajj S
,
Bcheraoui CEl
,
Daoud F
,
Khalil I
,
Moradi-Lakeh M
,
Abu-Raddad LJ
,
Hamadeh RR
,
Mokdad A
. 2020.
Child and adolescent injury burden in the eastern mediterranean region: Findings from the Global Burden of Disease 1990-2017.
.
BMC Public Health. 20(1):433.
Goyal P
,
Choi JJ
,
Pinheiro LC
,
Schenck EJ
,
Chen R
,
Jabri A
,
Satlin MJ
,
Campion TR
,
Nahid M
,
Ringel JB
et al.
. 2020.
Clinical Characteristics of Covid-19 in New York City.
.
N Engl J Med.
Magbanua MJesus M
,
Savenkov O
,
Asmus EJ
,
Ballman K
,
Scott JH
,
Park JW
,
Dickler M
,
Partridge AH
,
Carey LA
,
Winer E
et al.
. 2020.
Clinical significance of circulating tumor cells in hormone receptor-positive metastatic breast cancer patients who received letrozole with or without bevacizumab.
.
Clin Cancer Res.
Gordhandas S
,
Kahn RM
,
Gamble C
,
Talukdar N
,
Maddy B
,
Nelson BBaltich
,
Askin G
,
Christos PJ
,
Holcomb K
,
Caputo TA
et al.
. 2020.
Clinicopathologic features of endometrial cancer with mismatch repair deficiency.
.
Ecancermedicalscience. 14:1061.
Jaeckle KA
,
Ballman KV
,
van den Bent M
,
Giannini C
,
Galanis E
,
Brown PD
,
Jenkins RB
,
J Cairncross G
,
Wick W
,
Weller M
et al.
. 2020.
CODEL: Phase III study of RT, RT + Temozolomide (TMZ), or TMZ for newly-diagnosed 1p/19q Codeleted Oligodendroglioma. Analysis from the initial study design.
.
Neuro Oncol.
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