Anton Schwaighofer

Hannah Richardson

Maria Teodora Wetscherek

Stephanie L. Hyland

Javier Alvarez-Valle

CoRR, 2024

MAIRA-2: Grounded Radiology Report Generation.

[BibT_eX]

[DOI]

CoRR, 2024

Challenges for Responsible AI Design and Workflow Integration in Healthcare: A Case Study of Automatic Feeding Tube Qualification in Radiology.

[BibT_eX]

[DOI]

CoRR, 2024

RAD-DINO: Exploring Scalable Medical Image Encoders Beyond Text Supervision.

[BibT_eX]

[DOI]

CoRR, 2024

Multimodal Healthcare AI: Identifying and Designing Clinically Relevant Vision-Language Applications for Radiology.

[BibT_eX]

[DOI]

Proceedings of the CHI Conference on Human Factors in Computing Systems, 2024

MAIRA at RRG24: A specialised large multimodal model for radiology report generation.

[BibT_eX]

[DOI]

Shaury Srivastav

Mercy Ranjit

Proceedings of the 23rd Workshop on Biomedical Natural Language Processing, 2024

2023

MAIRA-1: A specialised large multimodal model for radiology report generation.

[BibT_eX]

[DOI]

Maria Teodora Wetscherek

Ozan Oktay

Javier Alvarez-Valle

CoRR, 2023

Exploring the Boundaries of GPT-4 in Radiology.

[BibT_eX]

[DOI]

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Learning to Exploit Temporal Structure for Biomedical Vision-Language Processing.

[BibT_eX]

[DOI]

Shruthi Bannur

Stephanie L. Hyland

Qianchu Liu

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Making the Most of Text Semantics to Improve Biomedical Vision-Language Processing.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2022, 2022

2021

Active label cleaning: Improving dataset quality under resource constraints.

[BibT_eX]

[DOI]

CoRR, 2021

Hierarchical Analysis of Visual COVID-19 Features from Chest Radiographs.

[BibT_eX]

[DOI]

CoRR, 2021

2013

Query clustering based on bid landscape for sponsored search auction optimization.

[BibT_eX]

[DOI]

Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2013

2012

Budget Optimization for Sponsored Search: Censored Learning in MDPs.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Eighth Conference on Uncertainty in Artificial Intelligence, 2012

2009

Scalable clustering and keyword suggestion for online advertisements.

[BibT_eX]

[DOI]

Joaquin Quiñonero Candela

Thomas Borchert

Thore Graepel

Ralf Herbrich

Proceedings of the 3rd ACM SIGKDD Workshop on Data Mining and Audience Intelligence for Advertising, 2009

2008

A Probabilistic Approach to Classifying Metabolic Stability.

[BibT_eX]

[DOI]

J. Chem. Inf. Model., 2008

2007

Accurate Solubility Prediction with Error Bars for Electrolytes: A Machine Learning Approach.

[BibT_eX]

[DOI]

J. Chem. Inf. Model., 2007

Estimating the domain of applicability for machine learning QSAR models: a study on aqueous solubility of drug discovery molecules.

[BibT_eX]

[DOI]

J. Comput. Aided Mol. Des., 2007

Structure Learning with Nonparametric Decomposable Models.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks, 2007

2005

Learning Gaussian processes from multiple tasks.

[BibT_eX]

[DOI]

Kai Yu

Proceedings of the Machine Learning, 2005

2004

Probabilistic Memory-Based Collaborative Filtering.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2004

Learning Gaussian Process Kernels via Hierarchical Bayes.

[BibT_eX]

[DOI]

Kai Yu

Proceedings of the Advances in Neural Information Processing Systems 17 [Neural Information Processing Systems, 2004

2003

Classification of rheumatoid joint inflammation based on laser imaging.

[BibT_eX]

[DOI]

IEEE Trans. Biomed. Eng., 2003

Collaborative Ensemble Learning: Combining Collaborative and Content-Based Information Filtering via Hierarchical Bayes.

[BibT_eX]

[DOI]

Proceedings of the UAI '03, 2003

GPPS: A Gaussian Process Positioning System for Cellular Networks.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 16 [Neural Information Processing Systems, 2003

2002

The RA Scanner: Prediction of Rheumatoid Joint Inflammation Based on Laser Imaging.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 15 [Neural Information Processing Systems, 2002

Transductive and Inductive Methods for Approximate Gaussian Process Regression.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 15 [Neural Information Processing Systems, 2002

Removing redundancy and inconsistency in memory-based collaborative filtering.

[BibT_eX]

[DOI]

Proceedings of the 2002 ACM CIKM International Conference on Information and Knowledge Management, 2002

2001

Scalable Kernel Systems.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks, 2001

The Bayesian Committee Support Vector Machine.

[BibT_eX]

[DOI]