Ji Zhu

发表

Assessment of a Deep Learning Model to Predict Hepatocellular Carcinoma in Patients With Hepatitis C Cirrhosis

G. Su, G. Ioannou, Weijing Tang, 2020, JAMA network open.

Comparison of imputation methods for missing laboratory data in medicine

J. Marrero, P. Higgins, A. Singal, 2013, BMJ Open.

Machine Learning Algorithms Outperform Conventional Regression Models in Predicting Development of Hepatocellular Carcinoma

J. Marrero, A. Lok, P. Higgins, 2013, The American Journal of Gastroenterology.

Algorithms outperform metabolite tests in predicting response of patients with inflammatory bowel disease to thiopurines.

Sijian Wang, P. Higgins, Joel C. Joyce, 2010, Clinical gastroenterology and hepatology : the official clinical practice journal of the American Gastroenterological Association.

Performance of a Deep Learning Model vs Human Reviewers in Grading Endoscopic Disease Severity of Patients With Ulcerative Colitis

Ryan W. Stidham, Wenshuo Liu, Akbar K. Waljee, 2019, JAMA network open.

Artificial intelligence and machine learning for early detection and diagnosis of colorectal cancer in sub-Saharan Africa

Geoffrey H. Siwo, S. Saini, G. Kwakye, 2022, Gut.

Semi‐supervised joint learning for longitudinal clinical events classification using neural network models

Ji Zhu, Weijing Tang, Jiaqi Ma, 2020, Stat.

Assessing Clinical Disease Recurrence Using Laboratory Data in Surgically Resected Patients From the TOPPIC Trial.

P. Higgins, Ji Zhu, A. Waljee, 2020, Crohn's & colitis 360.

Adapted time-varying covariates Cox model for predicting future cirrhosis development performs well in a large hepatitis C cohort

G. Su, G. Ioannou, L. Beste, 2021, BMC Medical Informatics and Decision Making.

Development and Validation of Machine Learning Models in Prediction of Remission in Patients With Moderate to Severe Crohn Disease

P. Higgins, Ji Zhu, A. Waljee, 2019, JAMA network open.

Identification of symptom domains in ulcerative colitis that occur frequently during flares and are responsive to changes in disease activity

Sijian Wang, M. Dave, P. Higgins, 2008, Health and quality of life outcomes.

Machine learning models to predict disease progression among veterans with hepatitis C virus

G. Su, S. Saini, B. Nallamothu, 2019, PloS one.

Clinical applications of artificial intelligence and machine learning‐based methods in inflammatory bowel disease

Ji Zhu, A. Waljee, S. Cohen-Mekelburg, 2021, Journal of gastroenterology and hepatology.

COVID-19 vaccine hesitancy among non-refugees and refugees in Kenya

J. Kolars, S. Luchters, Ji Zhu, 2022, PLOS global public health.

Response to 'The end of the dosage of 6 Thioguanine nucleotides? Not so sure…'.

P. Higgins, Ji Zhu, A. Waljee, 2018, Journal of Crohn's & colitis.

External Validation of a Thiopurine Monitoring Algorithm on the SONIC Clinical Trial Dataset

P. Higgins, Ji Zhu, A. Waljee, 2017, Clinical gastroenterology and hepatology : the official clinical practice journal of the American Gastroenterological Association.

Machine Learning Algorithms for Objective Remission and Clinical Outcomes with Thiopurines

P. Higgins, Ji Zhu, A. Waljee, 2017, Journal of Crohn's & colitis.

The Use of Readily Available Longitudinal Data to Predict the Likelihood of Surgery in Crohn Disease

G. Su, Tony Van, Ji Zhu, 2021, Inflammatory bowel diseases.

Variation in Provider Connectedness Associates with Outcomes of Inflammatory Bowel Diseases in an Analysis of Data from a National Health System.

S. Saini, Wyndy Wiitala, S. Krein, 2020, Clinical gastroenterology and hepatology : the official clinical practice journal of the American Gastroenterological Association.

Understanding clinician connections to inform efforts to promote high-quality inflammatory bowel disease care

Geoffrey H. Siwo, M. Manojlovich, S. Saini, 2022, PloS one.

Association of University Reopening Policies with New Confirmed COVID-19 Cases in the United States

B. Nallamothu, Weijing Tang, Ji Zhu, 2020, medRxiv.

Survival Analysis via Ordinary Differential Equations

Weijing Tang, Ji Zhu, Gongjun Xu, 2020, Journal of the American Statistical Association.

Association Between Preadmission Acid Suppressive Medication Exposure and Severity of Illness in Patients Hospitalized With COVID-19

Richard S. Kwon, Nicholas G. Brown, Vikesh K. Singh, 2020, Gastroenterology.

Predicting Hospitalization and Outpatient Corticosteroid Use in Inflammatory Bowel Disease Patients Using Machine Learning.

Akbar K Waljee, Wyndy L Wiitala, Wyndy Wiitala, 2017, Inflammatory bowel diseases.

Digestive Manifestations in Patients Hospitalized With Coronavirus Disease 2019

Richard S. Kwon, Nicholas G. Brown, Vikesh K. Singh, 2020, Clinical Gastroenterology and Hepatology.