Rich Caruana - Publications, H-index & Citations

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Rich Caruana

Microsoft Research

58H-index

191Paper Count

3.1WCitation Count

Published Papers 14

Publication Date

The hidden risk of round numbers and sharp thresholds in clinical practice

npj Digital Medicine

IF15.1

2025-11-21

OAAI

Benjamin J. Lengerich; Rich Caruana; Mark E. Nunnally; Manolis Kellis

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Comparison of externally validated interpretable machine-learning model with the United States Preventive Services Task Force approach to pre-eclampsia risk assessment

Ultrasound in Obstetrics & Gynecology

IF6.3

2025-06-12

PREAI

T. M. Bosschieter; H. Nori; I. Painter; R. Caruana; V. Souter

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Comparing Community-Level Social Determinants of Health With Patient Race in Total Hip Arthroplasty Outcomes

ARTHRITIS CARE & RESEARCH

IF3.3

2025-02-24

PREAI

Mehta, Bella; Yiyuan, Yi; Pearce-Fisher, Diyu; Ho, Kaylee; Goodman, Susan M.; Parks, Michael L.; Wang, Fei; Fontana, Mark A.; Ibrahim, Said; Cram, Peter; Caruana, Rich

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Interpretable machine learning predicts postpartum hemorrhage with severe maternal morbidity in a lower-risk laboring obstetric population

AMERICAN JOURNAL OF OBSTETRICS & GYNECOLOGY MFM

IF3.1

2024-08-01

PREAI

Lengerich, Benjamin J.; Caruana, Rich; Painter, Ian; Weeks, William B.; Sitcov, Kristin; Souter, Vivienne

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Augmenting interpretable models with large language models during training

NATURE COMMUNICATIONS

IF15.7

2023-11-30

OAAI

Singh, Chandan; Askari, Armin; Caruana, Rich; Gao, Jianfeng

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Interpretable Predictive Models to Understand Risk Factors for Maternal and Fetal Outcomes

JOURNAL OF HEALTHCARE INFORMATICS RESEARCH

IF3.7

2023-10-13

OAAI

Bosschieter, Tomas M.; Xu, Zifei; Lan, Hui; Lengerich, Benjamin J.; Nori, Harsha; Painter, Ian; Souter, Vivienne; Caruana, Rich

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Considerations when learning additive explanations for black-box models

MACHINE LEARNING

IF2.9

2023-06-19

PREAI

Tan, Sarah; Hooker, Giles; Koch, Paul; Gordo, Albert; Caruana, Rich

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Automated interpretable discovery of heterogeneous treatment effectiveness: A COVID-19 case study

JOURNAL OF BIOMEDICAL INFORMATICS

IF4.5

2022-06-01

OAAI

Lengerich, Benjamin J.; Nunnally, Mark E.; Aphinyanaphongs, Yin; Ellington, Caleb; Caruana, Rich

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Introduction to the Special Issue ACM SIGKDD 2012

ACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA

IF4.8

2013-09-01

PREAI

Agarwal, Deepak; Caruana, Rich; Pei, Jian; Wang, Ke

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Special Issue on Best of SIGKDD 2011

ACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA

IF4.8

2012-12-18

PREAI

Ghosh, Joydeep; Smyth, Padhraic; Tomkins, Andrew; Caruana, Rich

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A method for measuring the relative information content of data from different monitoring protocols

METHODS IN ECOLOGY AND EVOLUTION

IF6.2

2010-07-19

OAAI

Munson, M. Arthur; Caruana, Rich; Fink, Daniel; Hochachka, Wesley M.; Iliff, Marshall; Rosenberg, Kenneth V.; Sheldon, Daniel; Sullivan, Brian L.; Wood, Christopher; Kelling, Steve

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Predicting cesarean delivery with decision tree models

AMERICAN JOURNAL OF OBSTETRICS AND GYNECOLOGY

IF8.4

2000-11-01

PREAI

Sims, CJ; Meyn, L; Caruana, R; Rao, RB; Mitchell, T; Krohn, M

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Multitask learning

MACHINE LEARNING

IF2.9

1997-01-01