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Charles Jones
Imperial College London - London / United Kingdom
Engineering & Technology / Computer Science
AD Scientific Index ID: 5680862
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Charles Jones's MOST POPULAR ARTICLES
1-)
Algorithmic encoding of protected characteristics in chest X-ray disease detection modelsB Glocker, C Jones, M Bernhardt, S WinzeckeBioMedicine 89, 202348*2023
2-)
Potential sources of dataset bias complicate investigation of underdiagnosis by machine learning algorithmsM Bernhardt*, C Jones*, B Glocker*Nature Medicine, 1-2, 202245*2022
3-)
Risk of Bias in Chest Radiography Deep Learning Foundation ModelsB Glocker, C Jones, M Roschewitz, S WinzeckRadiology: Artificial Intelligence, e230060, 202330*2023
4-)
A causal perspective on dataset bias in machine learning for medical imagingC Jones, DC Castro, F De Sousa Ribeiro, O Oktay, M McCradden, ...Nature Machine Intelligence, 1-9, 202423*2024
5-)
The Role of Subgroup Separability in Group-Fair Medical Image ClassificationC Jones, M Roschewitz, B GlockerInternational Conference on Medical Image Computing and Computer-Assisted …, 202392023
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