James Weatherall

19 papers A* 1Journal 12Unranked 6
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Decision-Theoretic Formalisation of Steganography With Applications to LLM Monitoring.
CoRR
Usman Anwar, Julianna Piskorz, David D. Baek, David Africa, James Weatherall, Max Tegmark, Christian Schroeder de Witt, Mihaela van der Schaar, David Krueger
2025 J jnl
Revolutionizing Clinical Trials: A Manifesto for AI-Driven Transformation.
CoRR
Mihaela van der Schaar, Richard W. Peck, Eoin F. McKinney, James Weatherall, Stuart Bailey, Justine Rochon, Chris Anagnostopoulos, Pierre Marquet, Anthony Wood, Nicky Best, Harry Amad, Julianna Piskorz, Krzysztof Kacprzyk, Rafik Salama, Christina Gunther, Francesca Frau, Antoine Pugeat, Ramon Hernandez
2025 J jnl
Technical Report: Facilitating the Adoption of Causal Inference Methods Through LLM-Empowered Co-Pilot.
CoRR
Jeroen Berrevoets, Julianna Piskorz, Robert Davis, Harry Amad, James Weatherall, Mihaela van der Schaar
2024 A* conf
Data-Driven Discovery of Dynamical Systems in Pharmacology using Large Language Models.
NeurIPS
Samuel Holt, Zhaozhi Qian, Tennison Liu, James Weatherall, Mihaela van der Schaar
2024 J jnl
Unlocking Historical Clinical Trial Data with ALIGN: A Compositional Large Language Model System for Medical Coding.
CoRR
Nabeel Seedat, Caterina Tozzi, Andrea Hita Ardiaca, Mihaela van der Schaar, James Weatherall, Adam Taylor
2021 — conf
Really Doing Great at Estimating CATE? A Critical Look at ML Benchmarking Practices in Treatment Effect Estimation.
NeurIPS Datasets and Benchmarks
Alicia Curth, David Svensson, James Weatherall, Mihaela van der Schaar
2021 J jnl
TrialGraph: Machine Intelligence Enabled Insight from Graph Modelling of Clinical Trials.
CoRR
Christopher Yacoumatos, Stefano Bragaglia, Anshul Kanakia, Nils Svangård, Jonathan Mangion, Claire Donoghue, James Weatherall, Faisal M. Khan, Khader Shameer
2020 J jnl
Correction to: Efficient feature selection using shrinkage estimators.
Mach. Learn.
Konstantinos Sechidis, Laura Azzimonti, Adam Craig Pocock, Giorgio Corani, James Weatherall, Gavin Brown
2020 — conf
Uncovering Machine Learning-Ready Data from Public Clinical Trial Resources: A case-study on normalization across Aggregate Content of ClinicalTrials.gov.
BIBM
Emmette R. Hutchison, Youyi Zhang, Sreenath Nampally, James Weatherall, Faisal M. Khan, Khader Shameer
2019 J jnl
Biomarker data visualisation for decision making in clinical trials.
Int. J. Medical Informatics
Alan Davies, Marisa Cunha, Kamilla Kopec-Harding, Paul D. Metcalfe, James Weatherall, Caroline Jay
2019 J jnl
Efficient feature selection using shrinkage estimators.
Mach. Learn.
Konstantinos Sechidis, Laura Azzimonti, Adam Craig Pocock, Giorgio Corani, James Weatherall, Gavin Brown
2019 — conf
On the Stability of Feature Selection in the Presence of Feature Correlations.
ECML/PKDD (1)
Konstantinos Sechidis, Konstantinos Papangelou, Sarah Nogueira, James Weatherall, Gavin Brown
2018 J jnl
Distinguishing prognostic and predictive biomarkers: an information theoretic approach.
Bioinform.
Konstantinos Sechidis, Konstantinos Papangelou, Paul D. Metcalfe, David Svensson, James Weatherall, Gavin Brown
2018 J jnl
Distinguishing prognostic and predictive biomarkers: an information theoretic approach.
Bioinform.
Konstantinos Sechidis, Konstantinos Papangelou, Paul D. Metcalfe, David Svensson, James Weatherall, Gavin Brown
2018 J jnl
The Tendril Plot - a novel visual summary of the incidence, significance and temporal aspects of adverse events in clinical trials.
J. Am. Medical Informatics Assoc.
Martin Karpefors, James Weatherall
2018 — conf
Toward an Understanding of Adversarial Examples in Clinical Trials.
ECML/PKDD (1)
Konstantinos Papangelou, Konstantinos Sechidis, James Weatherall, Gavin Brown
2016 J jnl
Ranking Biomarkers Through Mutual Information.
CoRR
Konstantinos Sechidis, Emily Turner, Paul D. Metcalfe, James Weatherall, Gavin Brown
2016 — conf
Weak Classifiers Performance Measure in Handling Noisy Clinical Trial Data.
SCDS
Ezzatul Akmal Kamaru-Zaman, Andrew Brass, James Weatherall, Shuzlina Abdul Rahman
2013 — conf
Taming EHR data: Using Semantic Similarity to reduce Dimensionality.
MedInfo
Leila Kalankesh, James Weatherall, Thamer Ba Dhafari, Iain E. Buchan, Andy Brass