Daniel C. Castro - Concepedia

Author

Daniel C. Castro

Also Known As

Castro, DCD, Castro, Daniel, Castro, Daniel C., Coelho De Castro, Daniel, Daniel C. Castro, Daniel Castro, Daniel Coelho De Castro, Daniel Coelho de Castro, de Castro, Daniel Coelho

Publications

1.9K

Citations

H-Index

Concepts

All Affiliations

Georgia Institute of Technology Imperial College London Microsoft Research (United Kingdom)Cambridge University Hospitals NHS Foundation Trust Microsoft (United States)

About

Daniel C. Castro is an author at Georgia Institute of Technology specializing in engineering, data science, and machine learning.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	14	18	1.3K
2	Health Sciences	2	2	127
3	Public Health	2	2	93
4	Language Studies	1	1	21
5	Medicine	1	1	70

Daniel C. Castro

Publications

1.6K

Citations

H-Index

Page 1

	Year	Citations
Domain Generalization via Model-Agnostic Learning of Semantic Features Qi Dou, Daniel C. Castro, Konstantinos Kamnitsas, arXiv (Cornell University) Artificial IntelligenceFew-shot LearningEngineeringMachine LearningNatural Language Processing	2019	428
Calibration-free rolling shutter removal Matthias Grundmann, Vivek Kwatra, Daniel C. Castro, Machine VisionImage AnalysisEngineeringCalibrationShutter Removal	2012	176
Learning to Exploit Temporal Structure for Biomedical Vision-Language Processing Shruthi Bannur, Stephanie L. Hyland, Qianchu Liu, Structured PredictionEngineeringMachine LearningMultimodal LearningLanguage Processing	2023	137
Active label cleaning for improved dataset quality under resource constraints Mélanie Bernhardt, Daniel C. Castro, Ryutaro Tanno, Nature Communications	2022	91
Predicting daily activities from egocentric images using deep learning Daniel C. Castro, Steven Hickson, Vinay Bettadapura, Egocentric ImagesLate Fusion EnsembleMachine VisionMachine LearningData Science	2015	83
Deep Structural Causal Models for Tractable Counterfactual Inference Nick Pawlowski, Daniel C. Castro, Ben Glocker arXiv (Cornell University) Deep Learning ComponentsEngineeringMachine LearningTractable Counterfactual InferenceCausal Relation Extraction	2020	83
Stochastic Segmentation Networks: Modelling Spatially Correlated Aleatoric Uncertainty Miguel Monteiro, Loïc Le Folgoc, Daniel C. Castro, arXiv (Cornell University) Stochastic Segmentation NetworksGeometric LearningConvolutional Neural NetworkEngineeringMachine Learning	2020	79
Machine Learning with Multi-Site Imaging Data: An Empirical Study on the Impact of Scanner Effects Ben Glocker, R. H. Robinson, Daniel C. Castro, arXiv (Cornell University) EngineeringMachine LearningDigital PathologyScanner EffectsBrain Mapping	2019	70
Multimodal Healthcare AI: Identifying and Designing Clinically Relevant Vision-Language Applications for Radiology Nur Yildirim, Hannah Richardson, Maria Teodora Wetscherek,	2024	59
A causal perspective on dataset bias in machine learning for medical imaging Charles Jones, Daniel C. Castro, Fabio De Sousa Ribeiro, Nature Machine Intelligence Dataset BiasCausal ModelBias DetectionEngineeringMachine Learning	2024	48

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