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Xu J
,
Zhang H
,
Zhang H
,
Bian J
,
Wang F
. 2023.
Machine learning enabled subgroup analysis with real-world data to inform clinical trial eligibility criteria design.
.
Sci Rep. 13(1):613.
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.
Mehta B
,
Goodman S
,
DiCarlo E
,
Jannat-Khah D
,
J Gibbons AB
,
Otero M
,
Donlin L
,
Pannellini T
,
Robinson WH
,
Sculco P
et al.
. 2023.
Machine learning identification of thresholds to discriminate osteoarthritis and rheumatoid arthritis synovial inflammation.
.
Arthritis Res Ther. 25(1):31.
Li Y
,
Brendel M
,
Wu N
,
Ge W
,
Zhang H
,
Rietschel P
,
Quek RGW
,
Pouliot J-F
,
Wang F
,
Harnett J
. 2022.
Machine learning models for identifying predictors of clinical outcomes with first-line immune checkpoint inhibitor therapy in advanced non-small cell lung cancer.
.
Sci Rep. 12(1):17670.
Sharaf RN
,
Venkatesan T
,
Shah R
,
Levinthal DJ
,
Tarbell SE
,
Jaradeh SS
,
Hasler WL
,
Issenman RM
,
Adams KA
,
Sarosiek I
et al.
. 2019.
Management of cyclic vomiting syndrome in adults: Evidence review.
.
Neurogastroenterol Motil. 31 Suppl 2:e13605.
Grinspan ZM
,
Mytinger JR
,
Baumer FM
,
Ciliberto MA
,
Cohen BH
,
Dlugos DJ
,
Harini C
,
Hussain SA
,
Joshi SM
,
Keator CG
et al.
. 2020.
Management of Infantile Spasms During the COVID-19 Pandemic.
.
J Child Neurol. :883073820933739.
Wiley JA
,
Rittenhouse DR
,
Shortell SM
,
Casalino LP
,
Ramsay PP
,
Bibi S
,
Ryan AM
,
Copeland KR
,
Alexander JA
. 2015.
Managing chronic illness: physician practices increased the use of care management and medical home processes.
.
Health Aff (Millwood). 34(1):78-86.
Unruh MA
,
Jung H-Y
,
Vest JR
,
Casalino LP
,
Kaushal R
. 2017.
Meaningful Use of Electronic Health Records by Outpatient Physicians and Readmissions of Medicare Fee-for-Service Beneficiaries.
.
Med Care. 55(5):493-499.
Baik D
,
Reading M
,
Jia H
,
Grossman LV
,
Creber RMasterson
. 2019.
Measuring health status and symptom burden using a web-based mHealth application in patients with heart failure.
.
Eur J Cardiovasc Nurs. 18(4):325-331.
Grinspan ZM
,
Bao Y
,
Edwards A
,
Johnson P
,
Kaushal R
,
Kern LM
. 2017.
Medicaid Stage 1 Meaningful Use EHR Incentive Payments Are Associated With Higher Quality but Not Improvements in Quality.
.
Am J Med Qual. 32(5):485-493.
Kerrissey MJ
,
Clark JR
,
Friedberg MW
,
Jiang W
,
Fryer AK
,
Frean M
,
Shortell SM
,
Ramsay PP
,
Casalino LP
,
Singer SJ
. 2017.
Medical Group Structural Integration May Not Ensure That Care Is Integrated, From The Patient's Perspective.
.
Health Aff (Millwood). 36(5):885-892.
Gunter KE
,
Nocon RS
,
Gao Y
,
Casalino LP
,
Chin MH
. 2017.
Medical Home Characteristics and Quality of Diabetes Care in Safety Net Clinics.
.
J Community Health. 42(2):303-311.
Casalino LP
. 2017.
The Medicare Access And CHIP Reauthorization Act And The Corporate Transformation Of American Medicine.
.
Health Aff (Millwood). 36(5):865-869.
Szigethy E
,
Murphy SM
,
Ehrlich OG
,
Engel-Nitz NM
,
Heller CA
,
Henrichsen K
,
Lawton R
,
Meadows P
,
Allen JI
. 2020.
Mental Health Costs of Inflammatory Bowel Diseases.
.
Inflamm Bowel Dis.
Ding T
,
Song T
,
Zhou B
,
Geber A
,
Ma Y
,
Zhang L
,
Volk M
,
Kapadia SN
,
Jenkins SG
,
Salvatore M
et al.
. 2019.
Microbial Composition of the Human Nasopharynx Varies According to Influenza Virus Type and Vaccination Status.
.
MBio. 10(4)
Bao Y
,
Eggman AA
,
Richardson JE
,
Bruce ML
. 2014.
Misalignment between medicare policies and depression care in home health care: home health provider perspectives.
.
Psychiatr Serv. 65(7):905-10.
Caceres BA
,
Hickey KT
,
Bakken SB
,
Biviano AB
,
Garan H
,
Goldenthal IL
,
Koleck TA
,
Masterson-Creber R
,
Turchioe MReading
,
Jia H
. 2020.
Mobile Electrocardiogram Monitoring and Health-Related Quality of Life in Patients With Atrial Fibrillation: Findings From the iPhone Helping Evaluate Atrial Fibrillation Rhythm Through Technology (iHEART) Study.
.
J Cardiovasc Nurs.
Tummalapalli SLekha
,
Cukor D
,
Bohmart A
,
Levine DM
,
Parker TS
,
Liu F
,
Perlman A
,
Srivatana V
,
Turchioe MReading
,
Ibrahim SA
et al.
. 2022.
A Mobile Health-Based Survey to Assess COVID-19 Vaccine Intent and Uptake Among Patients on Dialysis.
.
Kidney Int Rep. 7(3):633-637.
Rainisch G
,
Meltzer MI
,
Shadomy S
,
Bower WA
,
Hupert N
. 2017.
Modeling Tool for Decision Support during Early Days of an Anthrax Event.
.
Emerg Infect Dis. 23(1):46-55.
Khullar D
,
Chokshi DA
. 2020.
Moving to Action on Place-Based Health.
.
JAMA. 323(8):698-699.
Li J
,
Shin S
,
Sun Y
,
Yoon S-O
,
Li C
,
Zhang E
,
Yu J
,
Zhang J
,
Blenis J
. 2016.
mTORC1-Driven Tumor Cells Are Highly Sensitive to Therapeutic Targeting by Antagonists of Oxidative Stress.
.
Cancer Res. 76(16):4816-27.
Kline A
,
Wang H
,
Li Y
,
Dennis S
,
Hutch M
,
Xu Z
,
Wang F
,
Cheng F
,
Luo Y
. 2022.
Multimodal machine learning in precision health: A scoping review.
.
NPJ Digit Med. 5(1):171.
Yazdavar AHossein
,
Mahdavinejad MSaeid
,
Bajaj G
,
Romine W
,
Sheth A
,
Monadjemi AHassan
,
Thirunarayan K
,
Meddar JM
,
Myers A
,
Pathak J
et al.
. 2020.
Multimodal mental health analysis in social media.
.
PLoS One. 15(4):e0226248.
Lin M
,
Liu L
,
Gorden M
,
Kass M
,
Van Tassel S
,
Wang F
,
Peng Y
. 2022.
Multi-scale Multi-structure Siamese Network (MMSNet) for Primary Open-Angle Glaucoma Prediction.
.
Mach Learn Med Imaging. 13583:436-445.