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1

Special Issue on Healthcare Knowledge Discovery and Management

Shen, Feichen, Chaudhary, Vipin, Liu, Yan, Ngufor, Che, Liu, Hongfang

Journal:

Journal of Healthcare Informatics Research

Année:

2019

Langue:

english

Fichier:

PDF, 111 KB

english, 2019

2

[IEEE 2019 IEEE International Conference on Data Science and Advanced Analytics (DSAA) - Washington, DC, USA (2019.10.5-2019.10.8)] 2019 IEEE International Conference on Data Science and Advanced Analytics (DSAA) - Breast Cancer Classification using Deep Transfer Learning on Structured Healthcare Data

Farhadi, Akram, Chen, David, McCoy, Rozalina, Scott, Christopher, Miller, John A., Vachon, Celine M., Ngufor, Che

Année:

2019

Fichier:

PDF, 511 KB

2019

3

Extreme logistic regression

Ngufor, Che, Wojtusiak, Janusz

Journal:

Advances in Data Analysis and Classification

Année:

2016

Langue:

english

Fichier:

PDF, 1.33 MB

english, 2016

4

[IEEE 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) - Milan (2015.8.25-2015.8.29)] 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) - Ensemble learning approaches to predicting complications of blood transfusion

Murphree, Dennis, Ngufor, Che, Upadhyaya, Sudhindra, Madde, Nagesh, Clifford, Leanne, Kor, Daryl J., Pathak, Jyotishman

Année:

2015

Langue:

english

Fichier:

PDF, 655 KB

english, 2015

5

[IEEE 2015 International Conference on Healthcare Informatics (ICHI) - Dallas, TX, USA (2015.10.21-2015.10.23)] 2015 International Conference on Healthcare Informatics - A Systematic Prediction of Adverse Drug Reactions Using Pre-clinical Drug Characteristics and Spontaneous Reports

Ngufor, Che, Wojtusiak, Janusz, Pathak, Jyotishman

Année:

2015

Fichier:

PDF, 259 KB

2015

6

[IEEE 2015 International Conference on Healthcare Informatics (ICHI) - Dallas, TX, USA (2015.10.21-2015.10.23)] 2015 International Conference on Healthcare Informatics - Predicting Adverse Reactions to Blood Transfusion

Murphree, Dennis H., Clifford, Leanne, Lin, Yaxiong, Madde, Nagesh, Ngufor, Che, Upadhyaya, Sudhindra, Pathak, Jyotishman, Kor, Daryl J.

Année:

2015

Langue:

english

Fichier:

PDF, 209 KB

english, 2015

7

[IEEE 2015 International Conference on Healthcare Informatics (ICHI) - Dallas, TX, USA (2015.10.21-2015.10.23)] 2015 International Conference on Healthcare Informatics - A Systematic Prediction of Adverse Drug Reactions Using Pre-clinical Drug Characteristics and Spontaneous Reports

Ngufor, Che, Wojtusiak, Janusz, Pathak, Jyotishman

Année:

2015

Langue:

english

Fichier:

PDF, 259 KB

english, 2015

8

[IEEE 2015 IEEE International Conference on Data Science and Advanced Analytics (DSAA) - Campus des Cordeliers, Paris, France (2015.10.19-2015.10.21)] 2015 IEEE International Conference on Data Science and Advanced Analytics (DSAA) - Multi-task learning with selective cross-task transfer for predicting bleeding and other important patient outcomes

Ngufor, Che, Upadhyaya, Sudhindra, Murphree, Dennis, Kor, Daryl, Pathak, Jyotishman

Année:

2015

Langue:

english

Fichier:

PDF, 274 KB

english, 2015

9

[IEEE 2015 International Conference on Healthcare Informatics (ICHI) - Dallas, TX, USA (2015.10.21-2015.10.23)] 2015 International Conference on Healthcare Informatics - A Clinical Decision Support System for Preventing Adverse Reactions to Blood Transfusion

Murphree, Dennis H., Clifford, Leanne, Lin, Yaxiong, Madde, Nagesh, Ngufor, Che, Upadhyaya, Sudhindra, Pathak, Jyotishman, Kor, Daryl J.

Année:

2015

Langue:

english

Fichier:

PDF, 250 KB

english, 2015

10

Measuring the impact of ambulatory red blood cell transfusion on home functional status: study protocol for a pilot randomized controlled trial

Murphree, Dennis H., Kinard, Theresa N., Khera, Nandita, Storlie, Curtis B., Ngufor, Che, Upadhyaya, Sudhindra, Pathak, Jyotishman, Fortune, Emma, Jacob, Eapen K., Carter, Rickey E., Poterack, Karl A.

Journal:

Année:

2017

Langue:

english

Fichier:

PDF, 580 KB

english, 2017

11

Omalizumab Utilization Trends for Asthma in the US from 2003-2015

Rank, Matthew A., Jeffery, Molly M., Ngufor, Che G., Shah, Nilay D.

Journal:

Journal of Allergy and Clinical Immunology

Année:

2017

Langue:

english

Fichier:

PDF, 125 KB

english, 2017

12

Automated Diabetes Case Identification Using Electronic Health Record Data at a Tertiary Care Facility

Upadhyaya, Sudhi G., Murphree, Dennis H., Ngufor, Che G., Knight, Alison M., Cronk, Daniel J., Cima, Robert R., Curry, Timothy B., Pathak, Jyotishman, Carter, Rickey E., Kor, Daryl J.

Journal:

Mayo Clinic Proceedings: Innovations, Quality & Outcomes

Année:

2017

Langue:

english

Fichier:

PDF, 489 KB

english, 2017

13

Trajectories of Glycemic Change in a National Cohort of Adults With Previously Controlled Type 2 Diabetes

McCoy, Rozalina G., Ngufor, Che, Van Houten, Holly K., Caffo, Brian, Shah, Nilay D.

Journal:

Année:

2017

Langue:

english

Fichier:

PDF, 382 KB

english, 2017

14

[IEEE 2017 IEEE International Conference on Healthcare Informatics (ICHI) - Park City, UT, USA (2017.8.23-2017.8.26)] 2017 IEEE International Conference on Healthcare Informatics (ICHI) - Multitask LS-Svm for Predicting Bleeding and Re-operation Due to Bleeding

Ngufor, Che, Murphree, Dennis H., Upadhyaya, Sudhindra, Pathak, Jyotishman, Kor, Daryl J.

Année:

2017

Langue:

english

Fichier:

PDF, 470 KB

english, 2017

15

[IEEE 2018 IEEE International Conference on Healthcare Informatics (ICHI) - New York City, NY, USA (2018.6.4-2018.6.7)] 2018 IEEE International Conference on Healthcare Informatics (ICHI) - Predicting Time to First Treatment in Chronic Lymphocytic Leukemia Using Machine Learning Survival and Classification Methods

Chen, David, Goyal, Gaurav, Go, Ronald, Parikh, Sameer, Ngufor, Che

Année:

2018

Langue:

english

Fichier:

PDF, 224 KB

english, 2018

16

Mixed Effect Machine Learning: a framework for predicting longitudinal change in hemoglobin A1c

Ngufor, Che, Houten, Holly Van, Caffo, Brian S., Shah, Nilay D., McCoy, Rozalina G.

Journal:

Journal of Biomedical Informatics

Année:

2018

Langue:

english

Fichier:

PDF, 1.37 MB

english, 2018

17

Stacked classifiers for individualized prediction of glycemic control following initiation of metformin therapy in type 2 diabetes

Murphree, Dennis H., Arabmakki, Elaheh, Ngufor, Che, Storlie, Curtis B., McCoy, Rozalina G.

Journal:

Computers in Biology and Medicine

Année:

2018

Langue:

english

Fichier:

PDF, 868 KB

english, 2018

18

[IEEE 2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) - Honolulu, HI (2018.7.18-2018.7.21)] 2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) - Deploying Predictive Models In A Healthcare Environment - An Open Source Approach

Murphree, Dennis H., Quest, Daniel J., Allen, Ryan M., Ngufor, Che, Storlie, Curtis B.

Année:

2018

Langue:

english

Fichier:

PDF, 746 KB

english, 2018

19

Risk of Gastrointestinal Bleeding Increases With Combinations of Antithrombotic Agents and Patient Age

Abraham, Neena S., Noseworthy, Peter A., Inselman, Jonathan, Herrin, Jeph, Yao, Xiaoxi, Sangaralingham, Lindsey R., Cornish, Gabriella, Ngufor, Che, Shah, Nilay D.

Journal:

Clinical Gastroenterology and Hepatology

Année:

2019

Langue:

english

Fichier:

PDF, 1.79 MB

english, 2019

20

Estimation of manual wheelchair-based activities in the free-living environment using a neural network model with inertial body-worn sensors

Fortune, Emma, Cloud-Biebl, Beth A., Madansingh, Stefan I., Ngufor, Che G., Van Straaten, Meegan G., Goodwin, Brianna M., Murphree, Dennis H., Zhao, Kristin D., Morrow, Melissa M.

Journal:

Journal of Electromyography and Kinesiology

Année:

2019

Langue:

english

Fichier:

PDF, 9.50 MB

english, 2019

21

Risk of Gastrointestinal Bleeding Increases With Combinations of Antithrombotic Agents and Patient Age

Abraham, Neena S., Noseworthy, Peter A., Inselman, Jonathan, Herrin, Jeph, Yao, Xiaoxi, Sangaralingham, Lindsey R., Cornish, Gabriella, Ngufor, Che, Shah, Nilay D.

Journal:

Clinical Gastroenterology and Hepatology

Année:

2019

Fichier:

PDF, 1.79 MB

2019

22

Can machine learning algorithms accurately predict discharge to nonhome facility and early unplanned readmissions following spinal fusion? Analysis of a national surgical registry

Goyal, Anshit, Ngufor, Che, Kerezoudis, Panagiotis, McCutcheon, Brandon, Storlie, Curtis, Bydon, Mohamad

Journal:

Journal of Neurosurgery Spine

Année:

2019

Langue:

english

Fichier:

PDF, 1.89 MB

english, 2019

23

338 FEWER GASTROINTESTINAL BLEEDS WITH TICAGRELOR WHEN COMPARED TO CLOPIDOGREL OR PRASUGREL IN PATIENTS WITH ACUTE CORONARY SYNDROME FOLLOWING PERCUTANEOUS CORONARY INTERVENTION

Abraham, Neena S., Yang, Eric H., Noseworthy, Peter, Inselman, Jonathan, Yao, Xiaoxi, Herrin, Jeph, Sangaralingham, Lindsey, Ngufor, Che, Shah, Nilay

Journal:

Gastroenterology

Année:

2020

Fichier:

PDF, 499 KB

2020

24

Fewer gastrointestinal bleeds with ticagrelor and prasugrel compared with clopidogrel in patients with acute coronary syndrome following percutaneous coronary intervention

Abraham, Neena S., Yang, Eric H., Noseworthy, Peter A., Inselman, Jonathan, Yao, Xiaoxi, Herrin, Jeph, Sangaralingham, Lindsey R., Ngufor, Che, Shah, Nilay D.

Journal:

Alimentary Pharmacology & Therapeutics

Année:

2020

Fichier:

PDF, 826 KB

2020

25

Differences in Physical Activity and Sedentary Behavior Patterns of Postmenopausal Women With Normal vs. Low Total Hip Bone Mineral Density

Chopra, Swati, Morrow, Melissa M., Ngufor, Che, Fortune, Emma

Journal:

Frontiers in Sports and Active Living

Année:

2020

Fichier:

PDF, 1.55 MB

2020

26

Development and Validation of a Risk Stratification Model Using Disease Severity Hierarchy for Mortality or Major Cardiovascular Event

Ngufor, Che, Caraballo, Pedro J., OâByrne, Thomas J., Chen, David, Shah, Nilay D., Pruinelli, Lisiane, Steinbach, Michael, Simon, Gyorgy

Journal:

JAMA Network Open

Année:

2020

Fichier:

PDF, 1.17 MB

2020

27

Comparative Effectiveness and Safety of Oral Anticoagulants Across Kidney Function in Patients With Atrial Fibrillation

Yao, Xiaoxi, Inselman, Jonathan W., Ross, Joseph S., Izem, Rima, Graham, David J., Martin, David B., Thompson, Aliza M., Ross Southworth, Mary, Siontis, Konstantinos C., Ngufor, Che G., Nath, Karl A.,

Journal:

Circulation Cardiovascular Quality and Outcomes

Année:

2020

Fichier:

PDF, 1.85 MB

2020

28

Quality over quantity

Madansingh, Stefan I., Ngufor, Che G., Fortune, Emma

Journal:

Année:

2020

Fichier:

PDF, 226 KB

2020