Ravi B. Parikh

Also affiliated with Emory University, Piedmont Cancer Institute

Economics, Econometrics and FinanceMedicine

Pilot corpus only

This score is computed over theSindex pilot corpus and does not cover the full scientific literature. Scores are relative to papers we have ingested — papers, authors, and institutions outside the pilot are not represented. Methodology.

Top 100%percentile

0Author DataRank

Indexed papers

1in pilot corpus

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Why this DataRank?

An author's DataRank is the sum of the DataRanks of all 1 indexed paper attributed to them. A prolific author with many moderate-impact papers can outrank one with a single high-impact paper.

Author scores recompute whenever paper DataRanks are refreshed, so this number lags the underlying paper scores by at most one batch run.

Read the full methodology →

Papers

Driven by 42 papers. Top paper: “Integrating machine-generated mortality estimates and behavioral nudges to promote serious illness conversations for cancer patients: Design and methods for a stepped-wedge cluster randomized controlled trial”.

Integrating machine-generated mortality estimates and behavioral nudges to promote serious illness conversations for cancer patients: Design and methods for a stepped-wedge cluster randomized controlled trial

Contemporary Clinical Trials(2020)10.1016/j.cct.2020.105951

N/A

0.754DataRank · unranked

15 citations

Ravi B. Parikh, Chalanda N. Evans, Corey Chivers, Susan Harkness Regli, Justin E. Bekelman +7 more

Paying for artificial intelligence in medicine

npj Digital Medicine(2022)10.1038/s41746-022-00609-6

N/A

0.731DataRank · unranked

130 citations

Lorens A. Helmchen, Ravi B. Parikh

Exposure to US Cancer Drugs With Lack of Confirmed Benefit After US Food and Drug Administration Accelerated Approval

JAMA Oncology(2023)10.1001/jamaoncol.2022.7770

N/A

0.489DataRank · unranked

25 citations

Rebecca A. Hubbard, Erkuan Wang, Trevor J. Royce, Aaron B. Cohen, Amy S. Clark +2 more

Algorithm-Based Palliative Care in Patients With Cancer

JAMA Network Open(2025)10.1001/jamanetworkopen.2024.58576

N/A

0.406DataRank · unranked

13 citations

William J. Ferrell, Yang Li, Jinbo Chen, Larry Edward Bilbrey, Nicole Johnson +7 more

Validation of Biomechanical Computed Tomography for Fracture Risk Classification in Metastatic Hormone-sensitive Prostate Cancer

European Urology Oncology(2023)10.1016/j.euo.2023.10.016

N/A

0.396DataRank · unranked

13 citations

Caleb Hearn, Emily Getzen, Qi Long, David C. Lee, Tony M. Keaveny +14 more

Trajectories of mortality risk among patients with cancer and associated end-of-life utilization

npj Digital Medicine(2021)10.1038/s41746-021-00477-6

N/A

0.392DataRank · unranked

5 citations

Manqing Liu, Eric Li, Runze Li, Jinbo Chen, Ravi B. Parikh

The COVID-19 Pandemic and In-Person Visit Rate Disruptions Among Patients With Hematologic Neoplasms in the US in 2020 to 2021

JAMA Network Open(2023)10.1001/jamanetworkopen.2023.16642

N/A

0.330DataRank · unranked

8 citations

Krystal Lau, Xiaoliang Wang, Amy J. Davidoff, Scott F. Huntington, Omer Jamy +9 more

Impact of Behavioral Nudges on the Quality of Serious Illness Conversations Among Patients With Cancer: Secondary Analysis of a Randomized Controlled Trial

JCO Oncology Practice(2022)10.1200/op.21.00024

N/A

0.312DataRank · unranked

7 citations

William J. Ferrell, Tamar Klaiman, Pallavi Kumar, Nina O'Connor, Lynn M. Schuchter +5 more

Association of Oncologist Participation in Medicare’s Oncology Care Model With Patient Receipt of Novel Cancer Therapies

JAMA Network Open(2022)10.1001/jamanetworkopen.2022.34161

N/A

0.312DataRank · unranked

7 citations

Angela C. Tramontano, Hajime Uno, Ravi B. Parikh, Justin E. Bekelman, Deborah Schrag +1 more

Racial disparities in germline testing among men with pancreas, breast and metastatic prostate cancers in two health systems.

Journal of Clinical Oncology(2023)10.1200/jco.2023.41.16_suppl.10549

N/A

0.165DataRank · unranked

2 citations

Julie A. Lynch, Danielle Candelieri-Surette, Rebecca A. Hubbard, Patrick R. Alba, Karen Glanz +3 more

Long-term effect of machine learning–triggered behavioral nudges on serious illness communication and end-of-life outcomes among patients with cancer: A randomized clinical trial.

Journal of Clinical Oncology(2022)10.1200/jco.2022.40.16_suppl.109

N/A

0DataRank · unranked

0 citations

Yichen Zhang, Dylan S. Small, Corey Chivers, Chalanda N. Evans, Susan B. Regli +11 more

Time of clinic appointment and advance care planning discussions in oncology.

Journal of Clinical Oncology(2022)10.1200/jco.2022.40.28_suppl.185

N/A

0DataRank · unranked

0 citations

Jinbo Chen, Ravi B. Parikh, Likhitha Kolla

The association between telemedicine, advance care planning, and unplanned hospitalizations among high‐risk patients with cancer

Cancer(2023)10.1002/cncr.35116

N/A

0DataRank · unranked

13 citations

Yimei Li, Pallavi Kumar, Abigail Doucette, Peter Gabriel, Ravi B. Parikh +4 more

Next-Generation Alternative Payment Models in Oncology—Will Precision Preclude Participation?

JAMA Oncology(2023)10.1001/jamaoncol.2022.7179

N/A

0DataRank · unranked

7 citations

Ravi B. Parikh, Stephen M. Schleicher, Samyukta Mullangi

Time of Clinic Appointment and Serious Illness Communication in Oncology

Cancer Control(2023)10.1177/10732748231170488

N/A

0DataRank · unranked

5 citations

Jinbo Chen, Ravi B. Parikh, Likhitha Kolla

Uptake of Maintenance Immunotherapy and Changes in Upstream Treatment Selection Among Patients With Urothelial Cancer

JAMA Network Open(2023)10.1001/jamanetworkopen.2023.8395

N/A

0DataRank · unranked

12 citations

Hanxi Zhang, Ravi B. Parikh, Khilna Patel, Haojie Li, Kentaro Imai +2 more

Fraud Claims Filed Involving Practicing Ophthalmologists from 1985 Through 2020

Clinical ophthalmology(2023)10.2147/opth.s397014

N/A

0DataRank · unranked

1 citations

Arjun Watane, Kara M. Cavuoto, Ravi B. Parikh, Jayanth Sridhar, Meghan Sharma

Patient- and clinician-directed implementation strategies to improve serious illness communication for high-risk patients with cancer: A cluster-randomized pragmatic trial.

Journal of Clinical Oncology(2023)10.1200/jco.2023.41.16_suppl.1514

N/A

0DataRank · unranked

1 citations

Alicia B. W. Clifton, Peter Gabriel, E. Paul Wileyto, David A. Asch, Alison M. Buttenheim +15 more

End-of-life spending analysis of randomized trial of machine learning nudges to prompt serious illness communication among patients with cancer.

Journal of Clinical Oncology(2023)10.1200/jco.2023.41.16_suppl.6515

N/A

0DataRank · unranked

1 citations

Jinbo Chen, Jonathan Heintz, Marc LaPergola, Warren B. Bilker, Mitesh S. Patel +3 more

Association of remote, longitudinal patient-reported outcomes (PROs) and step counts with hospitalization or death among patients with advanced cancer undergoing chemotherapy: Secondary analysis of the PROStep randomized trial.

Journal of Clinical Oncology(2023)10.1200/jco.2023.41.16_suppl.1581

N/A

0DataRank · unranked

0 citations

Emily Schriver, Joelle Williamson, William J. Ferrell, Jonathan Wakim, Michael Kopinsky +9 more

Effect of removing an oncologist-directed behavioral nudge on sustaining rates of serious illness conversations: An interrupted time series analysis.

JCO Oncology Practice(2023)10.1200/op.2023.19.11_suppl.242

N/A

0DataRank · unranked

0 citations

E. Paul Wileyto, Peter Gabriel, Daniel Blumenthal, Sharon Tejada, Rinad S. Beidas +5 more

Racial Differences in Germline Genetic Testing Completion Among Males With Pancreatic, Breast, or Metastatic Prostate Cancers

Journal of the National Comprehensive Cancer Network(2024)10.6004/jnccn.2023.7105

N/A

0DataRank · unranked

13 citations

Danielle Candelieri-Surette, Julie A. Lynch, Rebecca A. Hubbard, Patrick R. Alba, Karen Glanz +3 more

Spending Analysis of Machine Learning–Based Communication Nudges in Oncology

NEJM AI(2024)10.1056/aioa2300228

N/A

0DataRank · unranked

10 citations

Jonathan Heintz, Jinbo Chen, Marc LaPergola, Warren B. Bilker, Mitesh S. Patel +6 more

Phenotypic evaluation of deep learning models for classifying germline variant pathogenicity

npj Precision Oncology(2024)10.1038/s41698-024-00710-x

N/A

0DataRank · unranked

3 citations

Katherine L. Nathanson, Ravi B. Parikh, Ryan D. Chow

Applying Machine Learning Techniques to Implementation Science

Online Journal of Public Health Informatics(2024)10.2196/50201

N/A

0DataRank · unranked

5 citations

Jinying Chen, Ravi B. Parikh, Miguel Marino, Susan A. Flocke, Sonja Likumahuwa-Ackman +3 more

Real-world impact of the platinum chemotherapy shortage on US patients with advanced cancer

JNCI Journal of the National Cancer Institute(2024)10.1093/jnci/djae307

N/A

0DataRank · unranked

3 citations

Lova Sun, Ravi B. Parikh, Nadim Mahmud, Lainie P. Martin, Rebecca A. Hubbard +2 more

Real-world evaluation of deep learning algorithms to classify functional pathogenic germline variants

medRxiv(2024)10.1101/2024.04.05.24305402

N/A

0DataRank · unranked

1 citations

Ravi B. Parikh, Katherine L. Nathanson, Ryan D. Chow

DISCRET: Synthesizing Faithful Explanations For Treatment Effect Estimation

PubMed(2024)10.48550/arxiv.2406.00611

N/A

0DataRank · unranked

0 citations

Mayank Keoliya, Kan Chen, Neelay Velingker, Ziyang Li, Emily Getzen +5 more

A semiparametric method for risk prediction using integrated electronic health record data

The Annals of Applied Statistics(2024)10.1214/24-aoas1938

N/A

0DataRank · unranked

0 citations

Yanyuan Ma, Yizheng Wei, Ravi B. Parikh, Jinbo Chen, Jill Hasler

Benefit-Risk Reporting for FDA-Cleared Artificial Intelligence−Enabled Medical Devices

JAMA Health Forum(2025)10.1001/jamahealthforum.2025.3351

N/A

0DataRank · unranked

25 citations

Bhav Jain, Jay M. Iyer, Ishan Rola, Anusha R. Srinivasan, Chaerim Kang +3 more

Primary Care Provider Preferences Regarding Artificial Intelligence in Point-of-Care Cancer Screening

MDM Policy & Practice(2025)10.1177/23814683251329007

N/A

0DataRank · unranked

4 citations

Marilyn M. Schapira, Gary E. Weissman, Ravi B. Parikh, Vinayak S. Ahluwalia

Prescribing Changes After Accelerated vs Regular Approval of Oncology Therapies

JAMA Network Open(2025)10.1001/jamanetworkopen.2025.20726

N/A

0DataRank · unranked

1 citations

Ernesto Ulloa‐Pérez, Martin J. Kurian, Rebecca A. Hubbard, Steven Joffe, Holly Fernandez Lynch +2 more

Evaluating generalizability of oncology trial results to real-world patients using machine learning-based trial emulations

Nature Medicine(2025)10.1038/s41591-024-03352-5

N/A

0DataRank · unranked

39 citations

Kan Chen, Ronac Mamtani, Qi Long, Ravi B. Parikh, Xavier Orcutt

The adoption of immune checkpoint inhibitors and patterns of care at the end of life.

Journal of Clinical Oncology(2020)10.1200/jco.2020.38.15_suppl.12027

N/A

0DataRank · unranked

5 citations

Geliang Gan, Fangyong Li, Amy J. Davidoff, Kerin B. Adelson, Carolyn J. Presley +6 more

Assessment and management of cardiovascular risk factors among U.S. Veterans with newly diagnosed prostate cancer.

Journal of Clinical Oncology(2020)10.1200/jco.2020.38.15_suppl.5510

N/A

0DataRank · unranked

1 citations

Ravi B. Parikh, Kyle Robinson, Samuel U Takvorian, David J. Vaughn, Vivek Narayan +2 more

The case for AI-driven cancer clinical trials – The efficacy arm in silico

Biochimica et Biophysica Acta (BBA) - Reviews on Cancer(2021)10.1016/j.bbcan.2021.188572

N/A

0DataRank · unranked

46 citations

Fred K. Gruber, Omar Khalid, Colin Hill, Ravi B. Parikh, Likhitha Kolla

Trajectories of machine learning-predicted mortality risk among patients with cancer and associated end-of-life utilization.

Journal of Clinical Oncology(2021)10.1200/jco.2021.39.15_suppl.1553

N/A

0DataRank · unranked

0 citations

Jinbo Chen, Eric Li, Runze Li, Ravi B. Parikh, Manqing Liu

Augmenting machine learning algorithms to predict mortality using patient-reported outcomes in oncology.

Journal of Clinical Oncology(2021)10.1200/jco.2021.39.15_suppl.1510

N/A

0DataRank · unranked

0 citations

Jill Schnall, Manqing Liu, Peter Gabriel, Corey Chivers, Michael Draugelis +5 more

The Enhancing Oncology Model: Leveraging improvement science to increase health equity in value-based care

JNCI Journal of the National Cancer Institute(2022)10.1093/jnci/djac194

N/A

0DataRank · unranked

21 citations

Bhav Jain, Ravi B. Parikh, Tej A. Patel

Performance drift in a mortality prediction algorithm among patients with cancer during the SARS-CoV-2 pandemic

Journal of the American Medical Informatics Association(2022)10.1093/jamia/ocac221

N/A

0DataRank · unranked

15 citations

Yichen Zhang, Likhitha Kolla, Corey Chivers, Katherine R. Courtright, Jingsan Zhu +3 more

Evaluation of Spending Differences Between Beneficiaries in Medicare Advantage and the Medicare Shared Savings Program

JAMA Network Open(2022)10.1001/jamanetworkopen.2022.28529

N/A

0DataRank · unranked

7 citations

Ezekiel Emanuel, Colleen Brensinger, Connor W. Boyle, Eboni G. Price‐Haywood, Jeffrey H. Burton +3 more

Trends in low-value oncology care during the COVID-19 pandemic.

Journal of Clinical Oncology(2022)10.1200/jco.2022.40.16_suppl.6594

N/A

0DataRank · unranked

0 citations

Yasin Civelek, Pelin Ozluk, David Debono, Michael Fisch, Gosia Sylwestrzak +3 more