Journal Publications

Project Data Sphere's success is ultimately measured by the practice-changing scientific insights discovered by the research community. We are proud to share the following list of peer-accepted publications, and we are grateful to the data providers, research scientists, and patients that make this possible.

Article Title Journal
Particle Swarm Optimized Gaussian Process Classifier for Treatment Discontinuation Prediction in Multicohort Metastatic Castration-Resistant Prostate Cancer Patients IEEE Journal of Biomedical and Health Informatics
Consensus disease definitions for neurologic immune-related adverse events of immune checkpoint inhibitors Journal for ImmunoTherapy of Cancer
Semi-automated Conversion of Clinical Trial Legacy Data into CDISC SDTM Standards Format Using Supervised Machine Learning Methods of Information in Medicine
Immune-related adverse events associated with immune checkpoint inhibitors: a call to action for collecting and sharing clinical trial and real-world data Journal for ImmunoTherapy of Cancer
KMDATA: a curated database of reconstructed individual patient-level data from 153 oncology clinical trials Database
Single-arm oncology trials and the nature of external controls arms Journal of Comparative Effectiveness Research
Immune Checkpoint Inhibition in Marjolin Ulcer: A Case Series Journal of Immunotherapy
The Use of External Control Data for Predictions and Futility Interim Analyses in Clinical Trials Neuro-Oncology
Machine Learning Predicts Outcomes of Phase III Clinical Trials for Prostate Cancer Algorithms
Proton Pump Inhibitors and Survival in Patients With Colorectal Cancer Receiving Fluoropyrimidine-Based Chemotherapy Journal of the National Comprehensive Cancer Network
Evaluating predictors of renal injury with sorafenib in hepatocellular carcinoma: A multi-ethnic cohort study Journal of Onco-Nephrology
Assessment of systematic inflammatory and nutritional indexes in extensive-stage small-cell lung cancer treated with first-line chemotherapy and atezolizumab Cancer Immunology, Immunotherapy
Efficacy and adverse events of docetaxel for metastatic, hormone-sensitive prostate cancer among elderly men: post-hoc analysis of CHAARTED trial Clinical Genitourinary Cancer
Can synthetic data be a proxy for real clinical trial data? A validation study BMJ Open

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