Scholar
John D. Kelleher
Google Scholar ID: 4FUPHHYAAAAJ
Professor of Computer Science, Trinity College Dublin, Ireland
Machine Learning
Natural Language Processing
Precision Medicine
Artificial Intelligence
Data
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Citations & Impact
All-time
Citations
7,275
H-index
33
i10-index
100
Publications
20
Co-authors
134
list available
Publications
11 items
From Continuous Predictors to Clinical Thresholds: Early Evidence on Performance Trade-offs of Guideline-Based Categorisation for Ischaemic Stroke Outcome Prediction
2026
Cited
0
The Nuts and Bolts of Natural Language to SQL Translation: A Systematic Analysis of Model Pipeline Optimisation Approaches and their Interactions
2026
Cited
0
Cluster, Route, Escalate: Cascaded Framework for Cost-Aware LLM Serving
2026
Cited
0
TRACES: Tagging Reasoning Steps for Adaptive Cost-Efficient Early-Stopping
2026
Cited
0
Breaking MCP with Function Hijacking Attacks: Novel Threats for Function Calling and Agentic Models
2026
Cited
0
Dynamic Model Routing and Cascading for Efficient LLM Inference: A Survey
2026
Cited
2
Step-Tagging: Toward controlling the generation of Language Reasoning Models through step monitoring
2025
Cited
0
Iterative Layer Pruning for Efficient Translation Inference
2025
Cited
0
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Co-authors
7 total
Vince Istvan Madai
M.D., Ph.D., M.A., @QUEST, Charité Berlin
Dietmar Frey
Director Charité Lab for AI in Medicine
Fintan Costello
Lecturer in Computer Science, University College Dublin
Nick Hawes
Oxford Robotics Institute, University of Oxford
Declan O'Sullivan
Professor in Computer Science, Trinity College Dublin
Josef van Genabith
DFKI German Research Center for Artificial Intelligence, Saarland University
Georgios Chasparis
Software Competence Center Hagenberg GmbH (SCCH)
