Zhong, Judy

Publications

Sort by

Co-Author Network

selected publications

Opportunistic Assessment of Abdominal Aortic Calcification using Artificial Intelligence (AI) Predicts Coronary Artery Disease and Cardiovascular Events. American heart journal. 2025 Academic Article GET IT
Results of an Organization-wide Physical Activity Promotion Intervention Within a Very Large Academic Health Care System. American journal of health promotion : AJHP. 2025 Academic Article GET IT
Using the EPIS Framework to Implement a Physical Activity Promotion Intervention at a Large: Academic Healthcare System. Journal of occupational and environmental medicine. 2024 Academic Article GET IT
Variation in lipoprotein(a) response to potent lipid lowering: The role of apolipoprotein (a) isoform size. Journal of clinical lipidology. 2024 Academic Article GET IT
Model-based estimation of individual-level social determinants of health and its applications in All of Us. Journal of the American Medical Informatics Association : JAMIA. 2024 Academic Article GET IT
Social Isolation Changes and Long-Term Outcomes Among Older Adults. JAMA network open. 2024 Academic Article GET IT
Quantitative multiplex immunohistochemistry reveals inter-patient lymphovascular and immune heterogeneity in primary cutaneous melanoma. Frontiers in immunology. 2024 Academic Article GET IT
Times cited: 1
Bias correction models for electronic health records data in the presence of non-random sampling. Biometrics. 2024 Academic Article GET IT
Kinase Insert Domain Receptor Q472H Pathogenic Germline Variant Impacts Melanoma Tumor Growth and Patient Treatment Outcomes. Cancers. 2023 Academic Article GET IT
Psychosocial Factors of Women Presenting With Myocardial Infarction With or Without Obstructive Coronary Arteries. Journal of the American College of Cardiology. 2023 Academic Article GET IT
Times cited: 8
Adapting the Diabetes Prevention Program for Older Adults: Descriptive Study. JMIR formative research. 2023 Academic Article GET IT
Times cited: 2
Fair Survival Time Prediction via Mutual Information Minimization. Proceedings of machine learning research. 2023 Academic Article GET IT
Major Adverse Cardiovascular Events After Colchicine Administration Before Percutaneous Coronary Intervention: Follow-Up of the Colchicine-PCI Trial. The American journal of cardiology. 2023 Academic Article GET IT
Times cited: 4
Does Incident Cardiovascular Disease Lead to Greater Odds of Functional and Cognitive Impairment? Insights From the Health and Retirement Study. The journals of gerontology. Series A, Biological sciences and medical sciences. 2023 Academic Article GET IT
Times cited: 3
Study protocol: BRInging the Diabetes prevention program to GEriatric Populations. Frontiers in medicine. 2023 Academic Article GET IT
Times cited: 2
Role of Resilience in the Psychological Recovery of Women With Acute Myocardial Infarction. Journal of the American Heart Association. 2023 Academic Article GET IT
Times cited: 5
Single-cell analysis of localized prostate cancer patients links high Gleason score with an immunosuppressive profile. The Prostate. 2023 Academic Article GET IT
Times cited: 2
Baseline Serum Autoantibody Signatures Predict Recurrence and Toxicity in Melanoma Patients Receiving Adjuvant Immune Checkpoint Blockade. Clinical cancer research : an official journal of the American Association for Cancer Research. 2022 Academic Article GET IT
Times cited: 26
Associations of Age at Diagnosis and Duration of Diabetes With Morbidity and Mortality Among Older Adults. JAMA network open. 2022 Academic Article GET IT
Times cited: 23
Risk and tropism of central nervous system (CNS) metastases in patients with stage II and III cutaneous melanoma. Cancer. 2022 Academic Article GET IT
Times cited: 1
A Pilot Randomized Controlled Trial of Integrated Palliative Care and Nephrology Care. Kidney360. 2022 Academic Article GET IT
Times cited: 9
Fair Generalized Linear Models with a Convex Penalty. Proceedings of machine learning research. 2022 Academic Article GET IT
A joint fairness model with applications to risk predictions for underrepresented populations. Biometrics. 2022 Academic Article GET IT
Times cited: 3
Factors associated with hospital admission and severe outcomes for older patients with COVID-19. Journal of the American Geriatrics Society. 2022 Academic Article GET IT
Times cited: 14
Utilization of Palliative Care for Patients with COVID-19 and Acute Kidney Injury during a COVID-19 Surge. Clinical journal of the American Society of Nephrology : CJASN. 2022 Academic Article GET IT
Times cited: 7
mTOR Inhibition with Sirolimus in Multiple System Atrophy: A Randomized, Double-Blind, Placebo-Controlled Futility Trial and 1-Year Biomarker Longitudinal Analysis. Movement disorders : official journal of the Movement Disorder Society. 2022 Academic Article GET IT
Times cited: 21
Reinforcement learning assisted oxygen therapy for COVID-19 patients under intensive care. BMC medical informatics and decision making. 2021 Academic Article GET IT
Times cited: 9
Preexisting immune-mediated inflammatory disease is associated with improved survival and increased toxicity in melanoma patients who receive immune checkpoint inhibitors. Cancer medicine. 2021 Academic Article GET IT
Times cited: 15
Respiratory Mechanics and Association With Inflammation in COVID-19-Related ARDS. Respiratory care. 2021 Academic Article GET IT
Times cited: 5
Clinical outcomes in cancer patients with COVID-19. Cancer reports (Hoboken, N.J.). 2021 Academic Article GET IT
Times cited: 10
Dynamic Survival Analysis for EHR Data with Personalized Parametric Distributions. Proceedings of machine learning research. 2021 Academic Article GET IT
Reinforcement Learning Assisted Oxygen Therapy for COVID-19 Patients Under Intensive Care. 2021 GET IT
A Joint Fairness Model with Applications to Risk Predictions for Under-represented Populations. 2021 GET IT
Correction to: Personalized Multimorbidity Management for Patients with Type 2 Diabetes Using Reinforcement Learning of Electronic Health Records. 2021 GET IT
Times cited: 1
Dynamic Survival Analysis with Individualized Truncated Parametric Distributions. Proceedings of machine learning research. 2021 Academic Article GET IT
Personalized Multimorbidity Management for Patients with Type 2 Diabetes Using Reinforcement Learning of Electronic Health Records. Drugs. 2021 Academic Article GET IT
Times cited: 25
Environmental Noise in New York City Long-Term Care Facilities: A Window Into the COVID-19 Pandemic. Journal of the American Medical Directors Association. 2021 Letter GET IT
Times cited: 1
Identification and Estimation of Causal Effects Using a Negative-Control Exposure in Time-Series Studies With Applications to Environmental Epidemiology. American journal of epidemiology. 2021 Academic Article GET IT
Times cited: 9
Treatment with therapeutic anticoagulation is not associated with immunotherapy response in advanced cancer patients. Journal of translational medicine. 2021 Academic Article GET IT
Times cited: 14
Cardiovascular disease risk prediction for people with type 2 diabetes in a population-based cohort and in electronic health record data. JAMIA open. 2020 Academic Article GET IT
Prevalent intron retention fine-tunes gene expression and contributes to cellular senescence. Aging cell. 2020 Academic Article GET IT
Times cited: 24
Using Machine Learning Algorithms to Predict Immunotherapy Response in Patients with Advanced Melanoma. Clinical cancer research : an official journal of the American Association for Cancer Research. 2020 Academic Article GET IT
Times cited: 119
Coronary Optical Coherence Tomography and Cardiac Magnetic Resonance Imaging to Determine Underlying Causes of Myocardial Infarction With Nonobstructive Coronary Arteries in Women. Circulation. 2020 Academic Article GET IT
Times cited: 226
Revisiting the association between skin toxicity and better response in advanced cancer patients treated with immune checkpoint inhibitors. Journal of translational medicine. 2020 Academic Article GET IT
Times cited: 18
Baseline prognostic nutritional index and changes in pretreatment body mass index associate with immunotherapy response in patients with advanced cancer. Journal for immunotherapy of cancer. 2020 Academic Article GET IT
Times cited: 63
Optimization of an automated tumor-infiltrating lymphocyte algorithm for improved prognostication in primary melanoma. Modern pathology : an official journal of the United States and Canadian Academy of Pathology, Inc. 2020 Academic Article GET IT
Times cited: 16
Preliminary analysis of distinct clinical and biologic features of bone metastases in melanoma. Melanoma research. 2020 Academic Article GET IT
Times cited: 6
Scoring of Programmed Death-Ligand 1 Immunohistochemistry on Cytology Cell Block Specimens in Non-Small Cell Lung Carcinoma. American journal of clinical pathology. 2020 Academic Article GET IT
Times cited: 6
A clinical and radiographic model to predict surgery for acute small bowel obstruction in Crohn's disease. Abdominal radiology (New York). 2020 Academic Article GET IT
Times cited: 8
Demographics Predict Stage III/IV Colorectal Cancer in Individuals Under Age 50. Journal of clinical gastroenterology. 2020 Academic Article GET IT
Times cited: 8
Melanoma Prognosis: Accuracy of the American Joint Committee on Cancer Staging Manual Eighth Edition. Journal of the National Cancer Institute. 2020 Academic Article GET IT
Times cited: 43
Allopurinol use and type 2 diabetes incidence among patients with gout: A VA retrospective cohort study. Medicine. 2020 Academic Article GET IT
Times cited: 6
The ongoing racial disparities in melanoma: An analysis of the Surveillance, Epidemiology, and End Results database (1975-2016). Journal of the American Academy of Dermatology. 2020 Academic Article GET IT
Times cited: 89
Time Varying Mixed Effects Model with Fused Lasso Regularization. Journal of applied statistics. 2020 Academic Article GET IT
Myocarditis in Relation to Angiographic Findings in Patients With Provisional Diagnoses of MINOCA. JACC. Cardiovascular imaging. 2020 Review GET IT
Times cited: 29
Right ventricular stroke distance predicts death and clinical deterioration in patients with pulmonary embolism. Thrombosis research. 2020 Academic Article GET IT
Times cited: 5
A Grading System for Invasive Pulmonary Adenocarcinoma: A Proposal From the International Association for the Study of Lung Cancer Pathology Committee. Journal of thoracic oncology : official publication of the International Association for the Study of Lung Cancer. 2020 Academic Article GET IT
Times cited: 372
Effects of Home Particulate Air Filtration on Blood Pressure: A Systematic Review. Hypertension (Dallas, Tex. : 1979). 2020 Review GET IT
Times cited: 45
Effects of Acute Colchicine Administration Prior to Percutaneous Coronary Intervention: COLCHICINE-PCI Randomized Trial. Circulation. Cardiovascular interventions. 2020 Academic Article GET IT
Times cited: 140
Three-dimensional chromatin landscapes in T cell acute lymphoblastic leukemia. Nature genetics. 2020 Academic Article GET IT
Times cited: 133
Distinctive Hypertrophic Cardiomyopathy Anatomy and Obstructive Physiology in Patients Admitted With Takotsubo Syndrome. The American journal of cardiology. 2020 Academic Article GET IT
Times cited: 17
Association of depressive symptoms with decline of cognitive function-Rugao longevity and ageing study. Neurological sciences : official journal of the Italian Neurological Society and of the Italian Society of Clinical Neurophysiology. 2020 Academic Article GET IT
Times cited: 7
Low left ventricular outflow tract velocity time integral is associated with poor outcomes in acute pulmonary embolism. Vascular medicine (London, England). 2019 Academic Article GET IT
Times cited: 14
Body mass index and peripheral artery disease. Atherosclerosis. 2019 Academic Article GET IT
Times cited: 39
Alvimopan for the Prevention of Postoperative Ileus in Inflammatory Bowel Disease Patients. Digestive diseases and sciences. 2019 Academic Article GET IT
Times cited: 7
The complex relationship between body mass index and response to immune checkpoint inhibition in metastatic melanoma patients. Journal for immunotherapy of cancer. 2019 Academic Article GET IT
Times cited: 83
Integrative Proteo-genomic Analysis to Construct CNA-protein Regulatory Map in Breast and Ovarian Tumors. Molecular & cellular proteomics : MCP. 2019 Academic Article GET IT
Times cited: 8
Impact of initial stage on metastatic melanoma survival. Melanoma research. 2019 Academic Article GET IT
Times cited: 17
Inflammatory Breast Cancer Promotes Development of M2 Tumor-Associated Macrophages and Cancer Mesenchymal Cells through a Complex Chemokine Network. Cancer research. 2019 Academic Article GET IT
Times cited: 117
The bone marrow microenvironment at single-cell resolution. Nature. 2019 Academic Article GET IT
Times cited: 656
Genomic signature of parity in the breast of premenopausal women. Breast cancer research : BCR. 2019 Academic Article GET IT
Times cited: 27
Primary Melanoma Histologic Subtype: Impact on Survival and Response to Therapy. Journal of the National Cancer Institute. 2019 Academic Article GET IT
Times cited: 77
Anti-Inflammatory Effects of a Vegan Diet Versus the American Heart Association-Recommended Diet in Coronary Artery Disease Trial. Journal of the American Heart Association. 2018 Academic Article GET IT
Times cited: 135
The Association of Frailty With In-Hospital Bleeding Among Older Adults With Acute Myocardial Infarction: Insights From the ACTION Registry. JACC. Cardiovascular interventions. 2018 Academic Article GET IT
Times cited: 54
Effects of serial phlebotomy on vascular endothelial function: Results of a prospective double-blind randomized study. Cardiovascular therapeutics. 2018 Academic Article GET IT
Times cited: 10
Average e' velocity on transthoracic echocardiogram is a novel predictor of left atrial appendage sludge or thrombus in patients with atrial fibrillation. Echocardiography (Mount Kisco, N.Y.). 2018 Academic Article GET IT
Times cited: 9
Elevated GlycA in severe obesity is normalized by bariatric surgery. Diabetes, obesity & metabolism. 2018 Academic Article GET IT
Times cited: 22
Revisiting the Clinical and Biologic Relevance of Partial PTEN Loss in Melanoma. The Journal of investigative dermatology. 2018 Academic Article GET IT
Times cited: 19
Acute Myocardial Infarction During Pregnancy and the Puerperium in the United States. Mayo Clinic proceedings. 2018 Academic Article GET IT
Times cited: 88
Telephone-based mindfulness training to reduce stress in women with myocardial infarction: Rationale and design of a multicenter randomized controlled trial. American heart journal. 2018 Academic Article GET IT
Times cited: 10
Baseline antibody profiles predict toxicity in melanoma patients treated with immune checkpoint inhibitors. Journal of translational medicine. 2018 Academic Article GET IT
Times cited: 103
Impaired arterial responsiveness in untreated gout patients compared with healthy non-gout controls: association with serum urate and C-reactive protein. Clinical rheumatology. 2018 Academic Article GET IT
Times cited: 9
Investigation of Motivational Interviewing and Prevention Consults to Achieve Cardiovascular Targets (IMPACT) trial. American heart journal. 2018 Academic Article GET IT
Times cited: 7
Hospital Practice of Direct-Home Discharge and 30-Day Readmission After Transcatheter Aortic Valve Replacement in the Society of Thoracic Surgeons/American College of Cardiology Transcatheter Valve Therapy (STS/ACC TVT) Registry. Journal of the American Heart Association. 2017 Academic Article GET IT
Times cited: 22
Computer-assisted measurement of primary tumor area is prognostic of recurrence-free survival in stage IB melanoma patients. Modern pathology : an official journal of the United States and Canadian Academy of Pathology, Inc. 2017 Academic Article GET IT
Times cited: 10
Outcomes in Melanoma Patients Treated with BRAF/MEK-Directed Therapy or Immune Checkpoint Inhibition Stratified by Clinical Trial versus Standard of Care. Oncology. 2017 Academic Article GET IT
Times cited: 3
A Comparison of Two-Stage Approaches Based on Penalized Regression for Estimating Gene Networks. Journal of computational biology : a journal of computational molecular cell biology. 2017 Academic Article GET IT
Times cited: 2
Corrigendum to "Immunologic heterogeneity of tumor-infiltrating lymphocyte composition in primary melanoma" (Hum Pathol 2016;57:116-25). 2017 GET IT
MicroRNA-125a promotes resistance to BRAF inhibitors through suppression of the intrinsic apoptotic pathway. Pigment cell & melanoma research. 2017 Academic Article GET IT
Times cited: 42
Melanoma brain metastases: correlation of imaging features with genomic markers and patient survival. Journal of neuro-oncology. 2016 Academic Article GET IT
Times cited: 15
Impact of aging on host immune response and survival in melanoma: an analysis of 3 patient cohorts. Journal of translational medicine. 2016 Academic Article GET IT
Times cited: 27
Estimation of Directed Acyclic Graphs Through Two-stage Adaptive Lasso for Gene Network Inference. Journal of the American Statistical Association. 2016 Academic Article GET IT
Times cited: 36
Diabetes mellitus is a coronary heart disease risk equivalent for peripheral vascular disease. American heart journal. 2016 Academic Article GET IT
Times cited: 40
Inhibition of Breast Cancer Metastasis by Presurgical Treatment with an Oral Matrix Metalloproteinase Inhibitor: A Preclinical Proof-of-Principle Study. Molecular cancer therapeutics. 2016 Academic Article GET IT
Times cited: 28
Immunologic heterogeneity of tumor-infiltrating lymphocyte composition in primary melanoma. Human pathology. 2016 Academic Article GET IT
Times cited: 72
Staphylococcus aureus Coordinates Leukocidin Expression and Pathogenesis by Sensing Metabolic Fluxes via RpiRc. mBio. 2016 Academic Article GET IT
Times cited: 50
A statistical method for detecting differentially expressed SNVs based on next-generation RNA-seq data. Biometrics. 2016 Academic Article GET IT
Times cited: 2
Estimation of sparse directed acyclic graphs for multivariate counts data. Biometrics. 2016 Academic Article GET IT
Times cited: 8
Impact of Socioeconomic Status and Ethnicity on Melanoma Presentation and Recurrence in Caucasian Patients. Oncology. 2016 Academic Article GET IT
Times cited: 11
Rare variant associations with waist-to-hip ratio in European-American and African-American women from the NHLBI-Exome Sequencing Project. European journal of human genetics : EJHG. 2016 Academic Article GET IT
Times cited: 5
Global Survey of Esophageal Injury in Atrial Fibrillation Ablation: Characteristics and Outcomes of Esophageal Perforation and Fistula. JACC. Clinical electrophysiology. 2015 Academic Article GET IT
Times cited: 46
Identification of a Novel Pathogenic Germline KDR Variant in Melanoma. Clinical cancer research : an official journal of the American Association for Cancer Research. 2015 Academic Article GET IT
Times cited: 33
Exposure and Tumor Fn14 Expression as Determinants of Pharmacodynamics of the Anti-TWEAK Monoclonal Antibody RG7212 in Patients with Fn14-Positive Solid Tumors. Clinical cancer research : an official journal of the American Association for Cancer Research. 2015 Academic Article GET IT
Times cited: 16
Serum Biomarkers of Inflammation, Fibrosis, and Cardiac Function in Facilitating Diagnosis, Prognosis, and Treatment of Anti-SSA/Ro-Associated Cardiac Neonatal Lupus. Journal of the American College of Cardiology. 2015 Academic Article GET IT
Times cited: 34
A miRNA-Based Signature Detected in Primary Melanoma Tissue Predicts Development of Brain Metastasis. Clinical cancer research : an official journal of the American Association for Cancer Research. 2015 Academic Article GET IT
Times cited: 76
An Efficient Operator for the Change Point Estimation in Partial Spline Model. Communications in statistics: Simulation and computation. 2015 Academic Article GET IT
Phosphorylation of eIF2α triggered by mTORC1 inhibition and PP6C activation is required for autophagy and is aberrant in PP6C-mutated melanoma. Science signaling. 2015 Academic Article GET IT
Times cited: 73
FBXW7 modulates cellular stress response and metastatic potential through HSF1 post-translational modification. Nature cell biology. 2015 Academic Article GET IT
Times cited: 119
Identification of metastasis-suppressive microRNAs in primary melanoma. Journal of the National Cancer Institute. 2015 Academic Article GET IT
Times cited: 48
Analysis of recurrence patterns in acral versus nonacral melanoma: should histologic subtype influence treatment guidelines?. Journal of the National Comprehensive Cancer Network : JNCCN. 2014 Academic Article GET IT
Times cited: 42
A phase I monotherapy study of RG7212, a first-in-class monoclonal antibody targeting TWEAK signaling in patients with advanced cancers. Clinical cancer research : an official journal of the American Association for Cancer Research. 2014 Academic Article GET IT
Times cited: 31
A PRIM approach to predictive-signature development for patient stratification. Statistics in medicine. 2014 Academic Article GET IT
Times cited: 35
Serum-based miRNAs in the prediction and detection of recurrence in melanoma patients. Cancer. 2014 Academic Article GET IT
Times cited: 89
Enhanced immunohistochemical detection of neural infiltration in primary melanoma: is there a clinical value?. Human pathology. 2014 Academic Article GET IT
Times cited: 14
Hedgehog pathway blockade inhibits melanoma cell growth in vitro and in vivo. Pharmaceuticals (Basel, Switzerland). 2013 Academic Article GET IT
Times cited: 43
RG7212 anti-TWEAK mAb inhibits tumor growth through inhibition of tumor cell proliferation and survival signaling and by enhancing the host antitumor immune response. Clinical cancer research : an official journal of the American Association for Cancer Research. 2013 Academic Article GET IT
Times cited: 30

more ...

less ...

Research

Sort by

Co-investigator Network

Funding awarded

EHR-based vs population-based CVD risk predictions for older patients with diabetes awarded by National Institute on Aging Principal Investigator 2024 - 2026
R01LM013344 Principal Investigator 2021 - 2025
Personalized Risk Predictions with Deep Learning Methods in the Presence of Missing and Biased Electronic Health Record Data awarded by National Library of Medicine Principal Investigator 2024 - 2025

Mechanisms of paired vagus nerve stimulation in human chronic stroke awarded by National Institute of Child Health & Human Development Principal Investigator Subaward 2024 - 2029

more ...

less ...

Background

education and training

Ph.D., University of Washington 2008
M.S., University of Washington 2006
M.S., University of Washington 2004
B.S., Ocean University of China (China) 2002

Contact

full name

Judy Zhong

primary email

juz4004@med.cornell.edu

VIVO Weill Cornell Medical College

Judy Zhong - Population Health Sciences Professor of Population Health Sciences (Pending Appointment at Rank)

Publications

selected publications

Research

Funding awarded

Background

education and training

Contact

full name

primary email

Phone

Publications

selected publications

Research

Funding awarded

Background

education and training

Contact

full name

primary email