James Weatherall

According to our database, James Weatherall authored at least 13 papers between 2013 and 2021.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2021

TrialGraph: Machine Intelligence Enabled Insight from Graph Modelling of Clinical Trials.

Christopher Yacoumatos, Stefano Bragaglia, Anshul Kanakia, Nils Svangård, Jonathan Mangion, Claire Donoghue, James Weatherall, Faisal M. Khan, Khader Shameer

CoRR, 2021

Really Doing Great at Estimating CATE? A Critical Look at ML Benchmarking Practices in Treatment Effect Estimation.

Alicia Curth, David Svensson, James Weatherall, Mihaela van der Schaar

Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks 1, 2021

2020

Correction to: Efficient feature selection using shrinkage estimators.

Konstantinos Sechidis, Laura Azzimonti, Adam Craig Pocock, Giorgio Corani, James Weatherall, Gavin Brown

Mach. Learn., 2020

Uncovering Machine Learning-Ready Data from Public Clinical Trial Resources: A case-study on normalization across Aggregate Content of ClinicalTrials.gov.

Emmette R. Hutchison, Youyi Zhang, Sreenath Nampally, James Weatherall, Faisal M. Khan, Khader Shameer

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2020

2019

Efficient feature selection using shrinkage estimators.

Konstantinos Sechidis, Laura Azzimonti, Adam Craig Pocock, Giorgio Corani, James Weatherall, Gavin Brown

Mach. Learn., 2019

Biomarker data visualisation for decision making in clinical trials.

Alan Davies, Marisa Cunha, Kamilla Kopec-Harding, Paul D. Metcalfe, James Weatherall, Caroline Jay

Int. J. Medical Informatics, 2019

On the Stability of Feature Selection in the Presence of Feature Correlations.

Konstantinos Sechidis, Konstantinos Papangelou, Sarah Nogueira, James Weatherall, Gavin Brown

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2019

2018

The Tendril Plot - a novel visual summary of the incidence, significance and temporal aspects of adverse events in clinical trials.

Martin Karpefors, James Weatherall

J. Am. Medical Informatics Assoc., 2018

Distinguishing prognostic and predictive biomarkers: an information theoretic approach.

Konstantinos Sechidis, Konstantinos Papangelou, Paul D. Metcalfe, David Svensson, James Weatherall, Gavin Brown

Bioinform., 2018

Toward an Understanding of Adversarial Examples in Clinical Trials.

Konstantinos Papangelou, Konstantinos Sechidis, James Weatherall, Gavin Brown

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2018

2016

Ranking Biomarkers Through Mutual Information.

Konstantinos Sechidis, Emily Turner, Paul D. Metcalfe, James Weatherall, Gavin Brown

CoRR, 2016

Weak Classifiers Performance Measure in Handling Noisy Clinical Trial Data.

Ezzatul Akmal Kamaru-Zaman, Andrew Brass, James Weatherall, Shuzlina Abdul Rahman

Proceedings of the Soft Computing in Data Science - Second International Conference, 2016

2013

Taming EHR data: Using Semantic Similarity to reduce Dimensionality.

Leila Kalankesh, James Weatherall, Thamer Ba-Dhfari, Iain E. Buchan, Andy Brass

Proceedings of the MEDINFO 2013, 2013