Author

Colleen Farrelly

Observed names: Colleen M. Farrelly, Colleen Molloy Farrelly, Farrelly, Colleen, Farrelly, Colleen M, Farrelly, Colleen M., Farrelly, Colleen Molloy

Observed institutions: Mayo Clinic, University of Miami, Everglades Foundation, Génétique et biologie du développement, Increnovo LLC (United States), Interdisciplinary and Global Environmental Studies

ORCID: 0000-0003-0725-6706

Observed ORCID: 0000-0003-0725-6706

OpenAlex ID: A5068353797

Topological data analysis in medical imaging: current state of the art

2023 · Yashbir Singh, Colleen M. Farrelly, et al. · Insights into Imaging · 108

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Personal and cultural identity development in recently immigrated Hispanic adolescents: Links with psychosocial functioning.

2017 · Alan Meca, Raha F. Sabet, et al. · Cultural Diversity & Ethnic Minority Psychology · 78

The analysis of bridging constructs with hierarchical clustering methods: An application to identity

2017 · Colleen M. Farrelly, Seth J. Schwartz, et al. · Journal of Research in Personality · 31

The Role of Acculturation and Family Functioning in Predicting HIV Risk Behaviors Among Hispanic Delinquent Youth

2012 · Colleen Farrelly, David Cordova, et al. · Journal of Immigrant and Minority Health · 25

Advancing Precision Medicine: Algebraic Topology and Differential Geometry in Radiology and Computational Pathology

2024 · Richard M. Levenson, Yashbir Singh, et al. · Laboratory Investigation · 22

The Role of Geometry in Convolutional Neural Networks for Medical Imaging

2023 · Yashbir Singh, Colleen Farrelly, et al. · Mayo Clinic Proceedings Digital Health · 19

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Topology-Aware GAN (TopoGAN): Transforming Medical Imaging Advances

2023 · Hrishi Patel, Colleen Farrelly, et al. · International Conference on Social Networks Analysis, Management and Security (SNAMS) · 6

KNN Ensembles for Tweedie Regression: The Power of Multiscale Neighborhoods

2017 · Farrelly, Colleen M. · arXiv (Cornell University) · 5

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Topological Data Analysis in the Assessment of Coronary Atherosclerosis: A Comprehensive Narrative Review

2025 · Yashbir Singh, Quincy A. Hathaway, et al. · Mayo Clinic Proceedings Digital Health · 4

Current Topological and Machine Learning Applications for Bias Detection in Text

2023 · Colleen Farrelly, Yashbir Singh, et al. · International Conference on Signal Processing and Information Security (ICSPIS) · 4

Deep vs. Diverse Architectures for Classification Problems

2017 · Farrelly, Colleen M. · arXiv (Cornell University) · 4

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The Critical Role of Homotopy Continuation in Robotic-Assisted Surgery - Future Perspective

2023 · Yashbir Singh, Colleen Farrelly, et al. · International Conference on Social Networks Analysis, Management and Security (SNAMS) · 3

Topology and Geometry in Machine Learning for Logistic Regression

2017 · Colleen Molloy Farrelly · 3

Graph Neural Networks for Medical Imaging Analysis and Biological Data: Integrating Topology, Geometry, Radiomics, and Generative AI

2026 · Yashbir Singh, Yassine Himeur, et al. · Bioengineering · 2

The application of artificial intelligence in surveillance and control for antimicrobial resistance in hospital-acquired infections

2026 · Innocent Ayesiga, Michael Oppong Yeboah, et al. · Discover Public Health · 2

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Persistence landscapes: Charting a path to unbiased radiological interpretation

2024 · Yashbir Singh, Colleen Farrelly, et al. · Oncotarget · 2

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Using a Machine Learning Algorithm to Predict Online Patient Portal Utilization: A Patient Engagement Study

2022 · Ahmed U. Otokiti, Colleen M. Farrelly, et al. · Online Journal of Public Health Informatics · 2

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Quantum Generalized Linear Models

2018 · Farrelly, Colleen M., Namuduri, Srikanth, et al. · arXiv (Cornell University) · 2

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Topological Data Analysis for Data Mining Small Educational Samples with Application to Studies of the Gifted

2017 · Colleen Molloy Farrelly · 2

Extensions of Morse-Smale Regression with Application to Actuarial Science

2017 · Farrelly, Colleen M. · arXiv (Cornell University) · 2

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Topological Data Analysis for Data Mining Small Educational Samples with Application to Studies of the Gifted

2017 · Farrelly, Colleen Molloy · OSF Preprints (OSF Preprints) · 2

The Linguistic Structure of Haiku/Senryu and Its Evolution Over Time

2023 · Jay Friedenberg, Colleen Farrelly, et al. · Empirical Studies of the Arts · 1

Gender Gap

2020 · Kristina Setzekorn, Tina Burton, et al. · Advances in mobile and distance learning book series · 1

Topology and Geometry for Small Sample Sizes: An Application to Research on the Profoundly Gifted

2018 · Farrelly, Colleen Molloy · OSF Preprints (OSF Preprints) · 1

Dimensionality Reduction Ensembles

2017 · Farrelly, Colleen M. · arXiv (Cornell University) · 1

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Works count: 40

Citation count: 331

H-index: 6

I10-index: 6