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1.
A Laplacian regularized graph neural network for predictive modeling of multiple chronic conditions.
Comput Methods Programs Biomed
; 247: 108058, 2024 Apr.
Artículo
en Inglés
| MEDLINE | ID: mdl-38382304
2.
A technology assisted precision ketogenic diet intervention for cardio-renal-metabolic health in overweight or obese adults: Protocol for a randomized controlled trial.
Contemp Clin Trials
; 119: 106845, 2022 08.
Artículo
en Inglés
| MEDLINE | ID: mdl-35809772
3.
Dynamic Functional Continuous Time Bayesian Networks for Prediction and Monitoring of the Impact of Patients' Modifiable Lifestyle Behaviors on the Emergence of Multiple Chronic Conditions.
IEEE Access
; 9: 169092-169106, 2021.
Artículo
en Inglés
| MEDLINE | ID: mdl-35601689
4.
A Functional Model for Structure Learning and Parameter Estimation in Continuous Time Bayesian Network: An Application in Identifying Patterns of Multiple Chronic Conditions.
IEEE Access
; 9: 148076-148089, 2021.
Artículo
en Inglés
| MEDLINE | ID: mdl-35371895
5.
IDENTIFYING THE NUMBER OF COMPONENTS IN GAUSSIAN MIXTURE MODELS USING NUMERICAL ALGEBRAIC GEOMETRY.
J Algebra Appl
; 19(11)2020 Nov.
Artículo
en Inglés
| MEDLINE | ID: mdl-33867617
6.
Summarizing Complex Graphical Models of Multiple Chronic Conditions Using the Second Eigenvalue of Graph Laplacian: Algorithm Development and Validation.
JMIR Med Inform
; 8(6): e16372, 2020 Jun 17.
Artículo
en Inglés
| MEDLINE | ID: mdl-32554376
7.
Analysis of Feature Extraction Methods for Prediction of 30-Day Hospital Readmissions.
Methods Inf Med
; 58(6): 213-221, 2019 Dec.
Artículo
en Inglés
| MEDLINE | ID: mdl-32349155
8.
An Integrated Framework for Reducing Hospital Readmissions using Risk Trajectories Characterization and Discharge Timing Optimization.
IISE Trans Healthc Syst Eng
; 9(2): 172-185, 2019.
Artículo
en Inglés
| MEDLINE | ID: mdl-31673670
9.
Development of a Deep Learning Model for Dynamic Forecasting of Blood Glucose Level for Type 2 Diabetes Mellitus: Secondary Analysis of a Randomized Controlled Trial.
JMIR Mhealth Uhealth
; 7(11): e14452, 2019 11 01.
Artículo
en Inglés
| MEDLINE | ID: mdl-31682586
10.
Incorporation of Eye Tracking and Gaze Feedback to Characterize and Improve Radiologist Search Patterns of Chest X-Rays: A Randomized Controlled Clinical Trial.
J Am Coll Radiol
; 21(6): 942-946, 2024 Jun.
Artículo
en Inglés
| MEDLINE | ID: mdl-38369046
11.
Mining patterns of comorbidity evolution in patients with multiple chronic conditions using unsupervised multi-level temporal Bayesian network.
PLoS One
; 13(7): e0199768, 2018.
Artículo
en Inglés
| MEDLINE | ID: mdl-30001371
12.
A Multi-way Multi-task Learning Approach for Multinomial Logistic Regression*. An Application in Joint Prediction of Appointment Miss-opportunities across Multiple Clinics.
Methods Inf Med
; 56(4): 294-307, 2017 Aug 11.
Artículo
en Inglés
| MEDLINE | ID: mdl-28590498
13.
Mining Major Transitions of Chronic Conditions in Patients with Multiple Chronic Conditions.
Methods Inf Med
; 56(5): 391-400, 2017.
Artículo
en Inglés
| MEDLINE | ID: mdl-29582934
14.
A probabilistic model for predicting the probability of no-show in hospital appointments.
Health Care Manag Sci
; 14(2): 146-57, 2011 Jun.
Artículo
en Inglés
| MEDLINE | ID: mdl-21286819
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