Soumya Banerjee

11PUBLICATIONS
35CO-AUTHORS
Query processing and optimisationKnowledge representation and reasoningContext learningFormal methods for softwareData quality
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Publications (11)

|Apr 07, 2025
DataSHIELD: mitigating disclosure risk in a multi-site federated analysis platform.

Demetris Avraam, Rebecca C Wilson, Noemi Aguirre Chan

|Nov 13, 2024
Neural networks for abstraction and reasoning.

Mikel Bober-Irizar, Soumya Banerjee

|Jul 27, 2024
Generating Complex Explanations for Artificial Intelligence Models: An Application to Clinical Data on Severe Mental Illness.

Soumya Banerjee

|Jun 27, 2022
dsSynthetic: synthetic data generation for the DataSHIELD federated analysis system.

Soumya Banerjee, Tom R P Bishop

|Jun 06, 2022
dsSurvival: Privacy preserving survival models for federated individual patient meta-analysis in DataSHIELD.

Soumya Banerjee, Ghislain N Sofack, Thodoris Papakonstantinou

|Dec 09, 2021
A class-contrastive human-interpretable machine learning approach to predict mortality in severe mental illness.

Soumya Banerjee, Pietro Lio, Peter B Jones

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Frequent Collaborators

2 joint publications

Alan S Perelson

1 joint publications

Ruy M Ribeiro

1 joint publications

Melanie Moses

1 joint publications

S Jonathan Chapman