Soumya Banerjee
University of Cambridge
H-index: 21
Europe-United Kingdom
Top articles of Soumya Banerjee
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Neural networks for abstraction and reasoning: Towards broad generalization in machines | https://arxiv.org/abs/2402.03507 | Mikel Bober-Irizar Soumya Banerjee | 2024/2 |
Generating complex explanations for artificial intelligence models: an application to clinical data on severe mental illness | https://www.medrxiv.org/content/10.1101/2024.01.09.24300944v1 | Soumya Banerjee | 2024/1 |
Intelligence in animals, humans and machines: a heliocentric view of intelligence? | Ai & Society | Halfdan Holm Soumya Banerjee | 2024/4 |
Enhancing patient stratification and interpretability through class-contrastive and feature attribution techniques | medRxiv | Sharday Olowu Neil Lawrence Soumya Banerjee | 2024 |
Beauty of Life in Dynamical Systems: Philosophical Musings and Resources for Students | Journal of Humanistic Mathematics | Soumya Banerjee Joyeeta Ghose Tarakeswar Banerjee Kalyani Banerjee | 2023 |
Generating complex explanations from machine learning models using class-contrastive reasoning | medRxiv | Yujia Yang Soumya Banerjee | 2023 |
dsSurvival: Privacy preserving survival models for federated individual patient meta-analysis in DataSHIELD | BMC Research Notes | Soumya Banerjee Ghislain Sofack Thodoris Papakonstantinou Demetris Avraam Paul Burton | 2022/6 |
Patient and public involvement to build trust in artificial intelligence: a framework, tools and case studies | Soumya Banerjee Phil Alsop Linda Jones Rudolf Cardinal | 2022/3/29 | |
Ramanujan cab numbers: a recreational mathematics activity | Journal of Humanistic Mathematics | Soumya Banerjee | 2022 |
Software Application Profile: ShinyDataSHIELD—an R Shiny application to perform federated non-disclosive data analysis in multicohort studies | International Journal of Epidemiology | Xavier Escribà-Montagut Yannick Marcon Demetris Avraam Soumya Banerjee Tom RP Bishop | 2022/10/27 |
dsSynthetic: Synthetic data generation for the DataSHIELD federated analysis system | BMC Research Notes | Soumya Banerjee Tom Bishop | 2022/6 |
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 | Dominik Aschenbrenner Maria Quaranta Soumya Banerjee Nicholas Ilott Joanneke Jansen | 2021/1/10 |
A class-contrastive human-interpretable machine learning approach to predict mortality in severe mental illness | NPJ Schizophrenia | Soumya Banerjee Pietro Lio Jones Peter Rudolf Cardinal | 2021/12 |
Simulating a community mental health service during the COVID-19 pandemic: effects of clinician–clinician encounters, clinician–patient–family encounters, symptom-triggered … | Frontiers in Psychiatry | Rudolf N Cardinal Caroline E Meiser-Stedman David M Christmas Annabel C Price Chess Denman | 2021/2/25 |
Optogenetic Tuning Reveals Rho Amplification-Dependent Dynamics of a Cell Contraction Signal Network | Cell reports | Dominic Kamps Johannes Koch Victor O Juma Eduard Campillo-Funollet Melanie Graessl | 2020/12/1 |
The early impact of COVID-19 on mental health and community physical health services and their patients’ mortality in Cambridgeshire and Peterborough, UK | Rudolf Cardinal Shanquan Chen Peter Jones Benjamin Underwood Anna Moore Winter | 2020 | |
Hydroxychloroquine: balancing the needs of LMICs during the COVID-19 pandemic | The Lancet Rheumatology | Soumya Banerjee | 2020/5/27 |
A framework for designing compassionate and ethical artificial intelligence and artificial consciousness | Interdisciplinary Description of Complex Systems: INDECS | Soumya Banerjee | 2020/5/15 |
Co-Authors
