| # | Title | Journal | Year | Citations |
|---|
| 1 | Impact of COVID-19 on Cancer Care: How the Pandemic Is Delaying Cancer Diagnosis and Treatment for American Seniors | JCO Clinical Cancer Informatics | 2020 | 423 |
| 2 | A Review of Cell-Based Computational Modeling in Cancer Biology | JCO Clinical Cancer Informatics | 2019 | 238 |
| 3 | Effects of the COVID-19 Pandemic on Cancer-Related Patient Encounters | JCO Clinical Cancer Informatics | 2020 | 224 |
| 4 | HistoQC: An Open-Source Quality Control Tool for Digital Pathology Slides | JCO Clinical Cancer Informatics | 2019 | 167 |
| 5 | Deep Learning for Natural Language Processing in Urology: State-of-the-Art Automated Extraction of Detailed Pathologic Prostate Cancer Data From Narratively Written Electronic Health Records | JCO Clinical Cancer Informatics | 2018 | 150 |
| 6 | Using a Federated Network of Real-World Data to Optimize Clinical Trials Operations | JCO Clinical Cancer Informatics | 2018 | 137 |
| 7 | Noncurated Data Lead to Misinterpretation of Treatment Outcomes in Patients With Prostate Cancer After Salvage or Palliative Radiotherapy | JCO Clinical Cancer Informatics | 2019 | 123 |
| 8 | Digital Health Interventions for Adolescent and Young Adult Cancer Survivors | JCO Clinical Cancer Informatics | 2018 | 107 |
| 9 | Clinical Utility and User Perceptions of a Digital System for Electronic Patient-Reported Symptom Monitoring During Routine Cancer Care: Findings From the PRO-TECT Trial | JCO Clinical Cancer Informatics | 2020 | 97 |
| 10 | Clinical Integration of Digital Solutions in Health Care: An Overview of the Current Landscape of Digital Technologies in Cancer Care | JCO Clinical Cancer Informatics | 2018 | 92 |
| 11 | Decision Support Systems in Oncology | JCO Clinical Cancer Informatics | 2019 | 85 |
| 12 | An Exploratory Analysis of Real-World End Points for Assessing Outcomes Among Immunotherapy-Treated Patients With Advanced Non–Small-Cell Lung Cancer | JCO Clinical Cancer Informatics | 2019 | 81 |
| 13 | Improving Cancer Data Interoperability: The Promise of the Minimal Common Oncology Data Elements (mCODE) Initiative | JCO Clinical Cancer Informatics | 2020 | 76 |
| 14 | Systematic Review of Privacy-Preserving Distributed Machine Learning From Federated Databases in Health Care | JCO Clinical Cancer Informatics | 2020 | 72 |
| 15 | Characterizing the Feasibility and Performance of Real-World Tumor Progression End Points and Their Association With Overall Survival in a Large Advanced Non–Small-Cell Lung Cancer Data Set | JCO Clinical Cancer Informatics | 2019 | 69 |
| 16 | The HOPE Pilot Study: Harnessing Patient-Reported Outcomes and Biometric Data to Enhance Cancer Care | JCO Clinical Cancer Informatics | 2018 | 67 |
| 17 | What Is the Effectiveness of Patient Decision Aids for Cancer-Related Decisions? A Systematic Review Subanalysis | JCO Clinical Cancer Informatics | 2018 | 66 |
| 18 | Use of Wearable, Mobile, and Sensor Technology in Cancer Clinical Trials | JCO Clinical Cancer Informatics | 2018 | 58 |
| 19 | Visualization of Sequential Treatments in Metastatic Breast Cancer | JCO Clinical Cancer Informatics | 2020 | 57 |
| 20 | Integrated Informatics Analysis of Cancer-Related Variants | JCO Clinical Cancer Informatics | 2020 | 57 |
| 21 | Mathematical Approach to Differentiate Spontaneous and Induced Evolution to Drug Resistance During Cancer Treatment | JCO Clinical Cancer Informatics | 2019 | 52 |
| 22 | Machine Learning–Based Interpretation and Visualization of Nonlinear Interactions in Prostate Cancer Survival | JCO Clinical Cancer Informatics | 2020 | 52 |
| 23 | Deep-Learning–Based Characterization of Tumor-Infiltrating Lymphocytes in Breast Cancers From Histopathology Images and Multiomics Data | JCO Clinical Cancer Informatics | 2020 | 52 |
| 24 | SlicerDMRI: Diffusion MRI and Tractography Research Software for Brain Cancer Surgery Planning and Visualization | JCO Clinical Cancer Informatics | 2020 | 52 |
| 25 | OncoTree: A Cancer Classification System for Precision Oncology | JCO Clinical Cancer Informatics | 2021 | 51 |
| 26 | Cost Effectiveness of Multigene Panel Sequencing for Patients With Advanced Non–Small-Cell Lung Cancer | JCO Clinical Cancer Informatics | 2019 | 50 |
| 27 | Prescribing an App? Oncology Providers’ Views on Mobile Health Apps for Cancer Care | JCO Clinical Cancer Informatics | 2017 | 49 |
| 28 | Synoptic Reporting: Evidence-Based Review and Future Directions | JCO Clinical Cancer Informatics | 2018 | 47 |
| 29 | Artificial Intelligence Tool for Optimizing Eligibility Screening for Clinical Trials in a Large Community Cancer Center | JCO Clinical Cancer Informatics | 2020 | 47 |
| 30 | Cognitive Bias: The Downside of Shared Decision Making | JCO Clinical Cancer Informatics | 2018 | 46 |
| 31 | The Benefits and Challenges of Using Patient Decision Aids to Support Shared Decision Making in Health Care | JCO Clinical Cancer Informatics | 2018 | 43 |
| 32 | Imaging-Genomic Study of Head and Neck Squamous Cell Carcinoma: Associations Between Radiomic Phenotypes and Genomic Mechanisms via Integration of The Cancer Genome Atlas and The Cancer Imaging Archive | JCO Clinical Cancer Informatics | 2019 | 43 |
| 33 | Natural Language Processing Approaches to Detect the Timeline of Metastatic Recurrence of Breast Cancer | JCO Clinical Cancer Informatics | 2019 | 43 |
| 34 | Multiomic Integration of Public Oncology Databases in Bioconductor | JCO Clinical Cancer Informatics | 2020 | 42 |
| 35 | Machine Learning in Oncology: Methods, Applications, and Challenges | JCO Clinical Cancer Informatics | 2020 | 42 |
| 36 | Multiresolution Application of Artificial Intelligence in Digital Pathology for Prediction of Positive Lymph Nodes From Primary Tumors in Bladder Cancer | JCO Clinical Cancer Informatics | 2020 | 42 |
| 37 | Diagnostic Classification of Cystoscopic Images Using Deep Convolutional Neural Networks | JCO Clinical Cancer Informatics | 2018 | 40 |
| 38 | Glioblastoma Recurrence and the Role of O6-Methylguanine–DNA Methyltransferase Promoter Methylation | JCO Clinical Cancer Informatics | 2019 | 40 |
| 39 | Predicting Emergency Visits and Hospital Admissions During Radiation and Chemoradiation: An Internally Validated Pretreatment Machine Learning Algorithm | JCO Clinical Cancer Informatics | 2018 | 39 |
| 40 | Joint Imaging Platform for Federated Clinical Data Analytics | JCO Clinical Cancer Informatics | 2020 | 39 |
| 41 | Machine Learning and Mechanistic Modeling for Prediction of Metastatic Relapse in Early-Stage Breast Cancer | JCO Clinical Cancer Informatics | 2020 | 39 |
| 42 | Applied Informatics Decision Support Tool for Mortality Predictions in Patients With Cancer | JCO Clinical Cancer Informatics | 2018 | 38 |
| 43 | Automated Extraction of Grade, Stage, and Quality Information From Transurethral Resection of Bladder Tumor Pathology Reports Using Natural Language Processing | JCO Clinical Cancer Informatics | 2018 | 37 |
| 44 | Using Machine Learning and Natural Language Processing to Review and Classify the Medical Literature on Cancer Susceptibility Genes | JCO Clinical Cancer Informatics | 2019 | 37 |
| 45 | Natural Language Processing to Ascertain Cancer Outcomes From Medical Oncologist Notes | JCO Clinical Cancer Informatics | 2020 | 37 |
| 46 | Digital Health for Geriatric Oncology | JCO Clinical Cancer Informatics | 2018 | 36 |
| 47 | Feasibility of Wearable Physical Activity Monitors in Patients With Cancer | JCO Clinical Cancer Informatics | 2018 | 36 |
| 48 | Tailoring Therapy for Children With Neuroblastoma on the Basis of Risk Group Classification: Past, Present, and Future | JCO Clinical Cancer Informatics | 2020 | 36 |
| 49 | Machine Learning in Oncology: What Should Clinicians Know? | JCO Clinical Cancer Informatics | 2020 | 36 |
| 50 | CancerLinQ: Origins, Implementation, and Future Directions | JCO Clinical Cancer Informatics | 2018 | 34 |
