James Weatherall

Publication Activity (10 Years)

Years Active: 2002-2021
Publications (10 Years): 11

Top Topics

Mutual Information

Feature Selection

Clinical Trials

Temporal Aspects

Top Venues

Publications

Alicia Curth, David Svensson, James Weatherall, Mihaela van der Schaar
Really Doing Great at Estimating CATE? A Critical Look at ML Benchmarking Practices in Treatment Effect Estimation. NeurIPS Datasets and Benchmarks (2021)
Konstantinos Sechidis, Laura Azzimonti, Adam Craig Pocock, Giorgio Corani, James Weatherall, Gavin Brown
Correction to: Efficient feature selection using shrinkage estimators. Mach. Learn. 109 (8) (2020)
Alan Davies, Marisa Cunha, Kamilla Kopec-Harding, Paul D. Metcalfe, James Weatherall, Caroline Jay
Biomarker data visualisation for decision making in clinical trials. Int. J. Medical Informatics 132 (2019)
Konstantinos Sechidis, Konstantinos Papangelou, Sarah Nogueira, James Weatherall, Gavin Brown
On the Stability of Feature Selection in the Presence of Feature Correlations. ECML/PKDD (1) (2019)
Konstantinos Sechidis, Laura Azzimonti, Adam Craig Pocock, Giorgio Corani, James Weatherall, Gavin Brown
Efficient feature selection using shrinkage estimators. Mach. Learn. 108 (8-9) (2019)
Konstantinos Sechidis, Konstantinos Papangelou, Paul D. Metcalfe, David Svensson, James Weatherall, Gavin Brown
Distinguishing prognostic and predictive biomarkers: an information theoretic approach. Bioinform. 34 (23) (2018)
Konstantinos Papangelou, Konstantinos Sechidis, James Weatherall, Gavin Brown
Toward an Understanding of Adversarial Examples in Clinical Trials. ECML/PKDD (1) (2018)
Martin Karpefors, James Weatherall
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. 25 (8) (2018)
Konstantinos Sechidis, Konstantinos Papangelou, Paul D. Metcalfe, David Svensson, James Weatherall, Gavin Brown
Distinguishing prognostic and predictive biomarkers: an information theoretic approach. Bioinform. 34 (19) (2018)
Ezzatul Akmal Kamaru-Zaman, Andrew Brass, James Weatherall, Shuzlina Abdul Rahman
Weak Classifiers Performance Measure in Handling Noisy Clinical Trial Data. SCDS (2016)
Konstantinos Sechidis, Emily Turner, Paul D. Metcalfe, James Weatherall, Gavin Brown
Ranking Biomarkers Through Mutual Information. CoRR (2016)
Leila Kalankesh, James Weatherall, Thamer Ba-Dhfari, Iain E. Buchan, Andy Brass
Taming EHR data: Using Semantic Similarity to reduce Dimensionality. MedInfo (2013)
James Weatherall, Alan Jones
Ubiquitous networks and their applications. IEEE Wirel. Commun. 9 (1) (2002)