Vineet K. Raghu

12 papers A* 1Misc 1Journal 8Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
RoentMod: A Synthetic Chest X-Ray Modification Model to Identify and Correct Image Interpretation Model Shortcuts.
CoRR
Lauren H. Cooke, Matthias Jung, Jan M. Brendel, Nora M. Kerkovits, Borek Foldyna, Michael T. Lu, Vineet K. Raghu
2023 J jnl
A Comparison of Self-Supervised Pretraining Approaches for Predicting Disease Risk from Chest Radiograph Images.
CoRR
Yanru Chen, Michael T. Lu, Vineet K. Raghu
2023 — conf
A comparison of self-supervised pretraining approaches for predicting disease risk from chest radiograph images.
MIDL
Yanru Chen, Michael T. Lu, Vineet K. Raghu
2021 J jnl
A Pipeline for Integrated Theory and Data-Driven Modeling of Biomedical Data.
IEEE ACM Trans. Comput. Biol. Bioinform.
Vineet K. Raghu, Xiaoyu Ge, Arun Balajiee, Daniel J. Shirer, Isha Das, Panayiotis V. Benos, Panos K. Chrysanthis
2020 J jnl
A Pipeline for Integrated Theory and Data-Driven Modeling of Genomic and Clinical Data.
CoRR
Vineet K. Raghu, Xiaoyu Ge, Arun Balajee, Daniel J. Shirer, Isha Das, Panayiotis V. Benos, Panos K. Chrysanthis
2020 J jnl
CausalMGM: an interactive web-based causal discovery tool.
Nucleic Acids Res.
Xiaoyu Ge, Vineet K. Raghu, Panos K. Chrysanthis, Panayiotis V. Benos
2019 J jnl
Mixed graphical models for integrative causal analysis with application to chronic lung disease diagnosis and prognosis.
Bioinform.
Andrew J. Sedgewick, Kristina Buschur, Ivy Shi, Joseph D. Ramsey, Vineet K. Raghu, Dimitris V. Manatakis, Yingze Zhang, Jessica Bon, Divay Chandra, Chad Karoleski, Frank C. Sciurba, Peter Spirtes, Clark Glymour, Panayiotis V. Benos
2018 J jnl
Comparison of strategies for scalable causal discovery of latent variable models from mixed data.
Int. J. Data Sci. Anal.
Vineet K. Raghu, Joseph D. Ramsey, Alison Morris, Dimitrios V. Manatakis, Peter Spirtes, Panos K. Chrysanthis, Clark Glymour, Panayiotis V. Benos
2018 — conf
Evaluation of Causal Structure Learning Methods on Mixed Data Types.
CD@KDD
Vineet K. Raghu, Allen Poon, Panayiotis V. Benos
2018 J jnl
piMGM: incorporating multi-source priors in mixed graphical models for learning disease networks.
Bioinform.
Dimitris V. Manatakis, Vineet K. Raghu, Panayiotis V. Benos
2017 A* conf
Integrated Theory-and Data-Driven Feature Selection in Gene Expression Data Analysis.
ICDE
Vineet K. Raghu, Xiaoyu Ge, Panos K. Chrysanthis, Panayiotis V. Benos
2015 Misc conf
T-ReCS: Stable Selection of Dynamically Formed Groups of Features with Application to Prediction of Clinical Outcomes.
Pacific Symposium on Biocomputing
Grace T. Huang, Ioannis Tsamardinos, Vineet K. Raghu, Naftali Kaminski, Panayiotis V. Benos