Medical Coding and Health Information Leaderboard

Rising Stars

New and hot

Rising Stars Papers

1

On Context Utilization in Summarization with Large Language Models

Unknown Journal|2024

26 cit.

2

Disease progression strikingly differs in research and real-world Parkinson’s populations

npj Parkinson s Disease|2024

25 cit.

3

Managing External Urinary Catheters

Infectious Disease Clinics of North America|2024

7 cit.

4

CSO-CNN: Cat Swarm Optimization-guided Convolutional Neural Network for Mobile Detection of Breast Cancer

Mobile Networks and Applications|2024

5 cit.

5

Generalized Confidence Intervals for Ratios of Standard Deviations Based on Log-Normal Distribution when Times Follow Weibull Distributions

Journal of Medical Systems|2024

5 cit.

6

Estimating sample means and standard deviations from the log-normal distribution using medians and quartiles: evaluating reporting requirements for primary and secondary endpoints of meta-analyses in anesthesiology

Canadian Journal of Anesthesia/Journal canadien d anesthésie|2025

5 cit.

7

GACDNet:Mapping winter wheat by generative adversarial cross-domain networks with transformer integration for zero-sample extraction

Computers and Electronics in Agriculture|2024

4 cit.

8

Synthetic data distillation enables the extraction of clinical information at scale

npj Digital Medicine|2025

4 cit.

9

Predicting 30-Day Postoperative Mortality and American Society of Anesthesiologists Physical Status Using Retrieval-Augmented Large Language Models: Development and Validation Study

Journal of Medical Internet Research|2025

4 cit.

10

Parameter-Efficient Conversational Recommender System as a Language Processing Task

Unknown Journal|2024

4 cit.

Emerging Leaders

Gaining momentum

Emerging Leaders Papers

1

New Era of Artificial Intelligence in Education: Towards a Sustainable Multifaceted Revolution

Sustainability|2023

927 cit.

2

A theoretical distribution analysis of synthetic minority oversampling technique (SMOTE) for imbalanced learning

Machine Learning|2023

330 cit.

3

Trends in Maternal Mortality and Severe Maternal Morbidity During Delivery-Related Hospitalizations in the United States, 2008 to 2021

JAMA Network Open|2023

185 cit.

4

Internet of Medical Things Privacy and Security: Challenges, Solutions, and Future Trends from a New Perspective

Sustainability|2023

140 cit.

5

Leveraging generative AI to prioritize drug repurposing candidates for Alzheimer’s disease with real-world clinical validation

npj Digital Medicine|2024

62 cit.

6

Integrating gene expression and clinical data to identify drug repurposing candidates for hyperlipidemia and hypertension

Nature Communications|2022

59 cit.

7

Feature Selection in Imbalanced Data

Annals of Data Science|2022

57 cit.

8

Deep learning for Covid-19 forecasting: State-of-the-art review.

Neurocomputing|2022

49 cit.

9

Large language models facilitate the generation of electronic health record phenotyping algorithms

Journal of the American Medical Informatics Association|2024

31 cit.

10

Suspicious Behavior Detection with Temporal Feature Extraction and Time-Series Classification for Shoplifting Crime Prevention

Sensors|2023

28 cit.

Current Senior Leaders

Established & currently active

Current Senior Leaders Researchers

1

William A. Ghali

University of Calgary

2

Vijaya Sundararajan

The University of Melbourne

3

Ramachandran S. Vasan

The University of Texas at San Antonio Health Science Center

4

Douglas G. Altman

Unknown

5

Liam Smeeth

London School of Hygiene & Tropical Medicine

6

Joan L. Warren

American Cancer Society

7

John Flint

University of Sheffield

8

Allan S. Detsky

University of Toronto

9

Roger Taylor

Charleston Area Medical Center

10

Hude Quan

University of Calgary

Current Senior Leaders Papers

1

Preferred Reporting Items for Systematic Reviews and Meta-Analyses: The PRISMA Statement

Journal of Clinical Epidemiology|2009

19.9k cit.

2

Preferred reporting items for systematic reviews and meta-analyses: The PRISMA statement

International Journal of Surgery|2010

12k cit.

3

Coding Algorithms for Defining Comorbidities in ICD-9-CM and ICD-10 Administrative Data

Medical Care|2005

10.6k cit.

4

Improving Bioscience Research Reporting: The ARRIVE Guidelines for Reporting Animal Research

PLoS Biology|2010

7.3k cit.

5

Improving bioscience research reporting: The ARRIVE guidelines for reporting animal research

Journal of Pharmacology and Pharmacotherapeutics|2010

6.3k cit.

6

Evaluating the added predictive ability of a new marker: From area under the ROC curve to reclassification and beyond

Statistics in Medicine|2007

6.3k cit.

7

Updating and Validating the Charlson Comorbidity Index and Score for Risk Adjustment in Hospital Discharge Abstracts Using Data From 6 Countries

American Journal of Epidemiology|2011

5.9k cit.

8

The CONSORT statement: revised recommendations for improving the quality of reports of parallel-group randomised trials

The Lancet|2001

5.4k cit.

9

Practical Statistics for Medical Research.

Journal of the American Statistical Association|1992

4.9k cit.

10

Measurement in Medicine: The Analysis of Method Comparison Studies

Journal of the Royal Statistical Society Series D (The Statistician)|1983

4.4k cit.

Medical Coding and Health Information

Rising Stars

Rising Stars Researchers

Rising Stars Papers

Emerging Leaders

Emerging Leaders Researchers

Emerging Leaders Papers

Current Senior Leaders

Current Senior Leaders Researchers

Current Senior Leaders Papers

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