Soumya Banerjee

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 11

Top Topics

Candida Albicans

Artificial Intelligence

Mild Cognitive Impairment

Top Venues

Journal of the Royal Society, Interface

Life (Basel, Switzerland)

BMC research notes

Nature communications

This page only lists publications with an associated author ORCID identifier.

Publications

Soumya Banerjee
Generating Complex Explanations for Artificial Intelligence Models: An Application to Clinical Data on Severe Mental Illness. Life (Basel, Switzerland) 14 (7) (2024)
Soumya Banerjee
Generating Complex Explanations for Artificial Intelligence Models: An Application to Clinical Data on Severe Mental Illness. Life (Basel, Switzerland) 14 (7) (2024)
Soumya Banerjee
Generating Complex Explanations for Artificial Intelligence Models: An Application to Clinical Data on Severe Mental Illness. Life (Basel, Switzerland) 14 (7) (2024)
Soumya Banerjee, Tom R P Bishop
dsSynthetic: synthetic data generation for the DataSHIELD federated analysis system. BMC research notes 15 (1) (2022)
Soumya Banerjee, Ghislain N Sofack, Thodoris Papakonstantinou, Demetris Avraam, Paul Burton, Daniela Zöller, Tom R P Bishop
dsSurvival: Privacy preserving survival models for federated individual patient meta-analysis in DataSHIELD. BMC research notes 15 (1) (2022)
Soumya Banerjee, Pietro Lio, Peter B Jones, Rudolf N Cardinal
A class-contrastive human-interpretable machine learning approach to predict mortality in severe mental illness. NPJ schizophrenia 7 (1) (2021)
Dominik Aschenbrenner, Maria Quaranta, Soumya Banerjee, Nicholas Ilott, Joanneke Jansen, Boyd Steere, Yin-Huai Chen, Stephen Ho, Karen Cox, Carolina V Arancibia-Cárcamo, Mark Coles, Eamonn Gaffney, Simon Pl Travis, Lee Denson, Subra Kugathasan, Jochen Schmitz, Fiona Powrie, Stephen N Sansom, Hans Holm Uhlig
Deconvolution of monocyte responses in inflammatory bowel disease reveals an IL-1 cytokine network that regulates IL-23 in genetic and acquired IL-10 resistance. Gut 70 (6) (2020)
Himel Mallick, Eric A Franzosa, Lauren J Mclver, Soumya Banerjee, Alexandra Sirota-Madi, Aleksandar David Kostic, Andrew T Chan, Hera Vlamakis, Ramnik J Xavier, Curtis Huttenhower
Predictive metabolomic profiling of microbial communities using amplicon or metagenomic sequences. Nature communications 10 (1) (2019)
Soumya Banerjee, Alan S Perelson, Melanie E Moses
Modelling the effects of phylogeny and body size on within-host pathogen replication and immune response. Journal of the Royal Society, Interface 14 (136) (2018)
Soumya Banerjee, S Jonathan Chapman
Influence of correlated antigen presentation on T-cell negative selection in the thymus. Journal of the Royal Society, Interface 15 (148) (2018)
Soumya Banerjee, Jeremie Guedj, Ruy M Ribeiro, Melanie Moses, Alan S Perelson
Estimating biologically relevant parameters under uncertainty for experimental within-host murine West Nile virus infection. Journal of the Royal Society, Interface 13 (117) (2016)