Michael C. Hughes

Also affiliated with Pacific Northwest National Laboratory

Computer ScienceMedicine

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

0in pilot corpus

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Papers

Driven by 9 papers. Top paper: “MIMIC-Extract”.

MIMIC-Extract

(2020)10.1145/3368555.3384469

N/A

0.748DataRank · unranked

145 citations

Matthew B.A. McDermott, Geeticka Chauhan, Marzyeh Ghassemi, Michael C. Hughes, Tristan Naumann +1 more

Automated Detection of Aortic Stenosis Using Machine Learning

Journal of the American Society of Echocardiography(2023)10.1016/j.echo.2023.01.006

N/A

0.601DataRank · unranked

54 citations

Zhe Huang, Gary Long, Stefano Pacifici, Nishant Prashar, Samuel Karmiy +9 more

Detecting Heart Disease from Multi-View Ultrasound Images via Supervised Attention Multiple Instance Learning

PubMed(2023)10.48550/arxiv.2306.00003

N/A

0DataRank · unranked

1 citations

Benjamin S. Wessler, Michael C. Hughes, Zhe Huang

A Probabilistic Method to Predict Classifier Accuracy on Larger Datasets given Small Pilot Data

PubMed(2023)10.48550/arxiv.2311.18025

N/A

0DataRank · unranked

0 citations

Wansu Chen, David M. Kent, Michael C. Hughes, Ethan Harvey

Learning the Regularization Strength for Deep Fine-Tuning via a Data-Emphasized Variational Objective

arXiv (Cornell University)(2024)10.48550/arxiv.2410.19675

N/A

0DataRank · unranked

1 citations

Mikhail Petrov, Michael C. Hughes, Ethan Harvey

Machine learning-enabled screening for aortic stenosis with handheld ultrasound

European Heart Journal - Imaging Methods and Practice(2025)10.1093/ehjimp/qyaf051

N/A

0DataRank · unranked

1 citations

Zhe Huang, Divya Velury, Eileen Mai, Jing Li, Monica Dehn +8 more

Learning Hyperparameters via a Data-Emphasized Variational Objective

arXiv (Cornell University)(2025)10.48550/arxiv.2502.01861

N/A

0DataRank · unranked

0 citations

Mikhail Petrov, Michael C. Hughes, Ethan Harvey

Partial VOROS: A Cost-aware Performance Metric for Binary Classifiers with Precision and Capacity Constraints

arXiv (Cornell University)(2025)10.48550/arxiv.2510.18520

N/A

0DataRank · unranked

0 citations

Kyle Heuton, Wang, Carissa, Lenore Cowen, Michael C. Hughes, Christopher Ratigan

Enzyme promiscuity prediction using hierarchy-informed multi-label classification

Bioinformatics(2021)10.1093/bioinformatics/btab054

N/A

0DataRank · unranked

35 citations

Michael C. Hughes, Soha Hassoun, Gian Marco Visani