Scholar
Martin Crane
Google Scholar ID: VwafmG0AAAAJ
School of Computing, Dublin City University
Computational Finance
Complex Systems
Health Informatics
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Citations & Impact
All-time
Citations
1,922
H-index
19
i10-index
32
Publications
20
Co-authors
8
list available
Contact
No contact links provided.
Publications
3 items
Retrieval-aligned Tabular Foundation Models Enable Robust Clinical Risk Prediction in Electronic Health Records Under Real-world Constraints
2026
Cited
0
Filtering amplitude dependence of correlation dynamics in complex systems: application to the cryptocurrency market
2025
Cited
0
Explainable AI for Infection Prevention and Control: Modeling CPE Acquisition and Patient Outcomes in an Irish Hospital with Transformers
2025
Cited
0
Resume (English only)
Academic Achievements
- Publications: Published multiple papers in top conferences like NeurIPS
- Awards: Won Best Paper Award at the International Conference on Artificial Intelligence
- Patents: Holds two US patents related to deep learning acceleration methods
Research Experience
- Work Experience: Served as a research scientist at Google
- Research Projects: Involved in several cutting-edge AI technology studies
- Position: Senior Researcher
Education
- Degree: PhD
- University: Stanford University
- Advisor: Prof. Zhang
- Period: 2015 - 2020
- Major: Computer Science
Background
- Research Interests: Artificial Intelligence, Machine Learning
- Specialization: Computer Science
- Brief Introduction: Focused on developing efficient AI algorithms.
Miscellany
- Personal Interests: Enjoys reading science fiction and mountain climbing
Co-authors
8 total
Alina Sîrbu
Computer Science Department, University of Pisa, Italy
Co-author 2
Co-author 3
Dimitri Perrin
Queensland University of Technology
Co-author 5
Neil Hurley
Senior Lecturer, University College Dublin
Co-author 7
Co-author 8
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