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Lucile Ter-Minassian
Lucile Ter-Minassian
E-mail confirmado em spc.ox.ac.uk
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On locality of local explanation models
S Ghalebikesabi*, L Ter-Minassian*, K DiazOrdaz, CC Holmes
Advances in neural information processing systems 34, 18395-18407, 2021
422021
Impact of COVID-19 on healthcare organisation and cancer outcomes
A Bardet, AM Fraslin, J Marghadi, I Borget, M Faron, C Honoré, ...
European Journal of Cancer 153, 123-132, 2021
412021
Assessing machine learning for fair prediction of ADHD in school pupils using a retrospective cohort study of linked education and healthcare data
L Ter-Minassian, N Viani, A Wickersham, L Cross, R Stewart, S Velupillai, ...
BMJ open 12 (12), e058058, 2022
182022
PWSHAP: A Path-Wise Explanation Model for Targeted Variables
L Ter-Minassian, O Clivio, K DiazOrdaz, RJ Evans, CC Holmes
International Conference on Machine Learning 2023, 2023
32023
Cognitive decision platform for honey value chain
CM Wachira, NK Bore, K Weldemariam, L Ter-Minassian
US Patent 11,270,189, 2022
32022
Patterns of use of the Mental Health Act 1983, from 2007–2008 to 2016–2017, in two major London secondary mental healthcare providers
S Oram, C Colling, M Pritchard, M Khondoker, DF de Freitas, ...
BJPsych open 5 (6), 2019
32019
Machine learning models of livestock value chain
NA Khan, J Mutahi, L Ter-Minassian, FP Luus, IY Akhalwaya, ...
US Patent 11,475,379, 2022
12022
Explainable AI for survival analysis: a median-SHAP approach
Lucile Ter-Minassian, Sahra Ghalebikesabi, Karla Diaz-Ordaz, Chris Holmes
ICML 2022 Workshop on Interpretable Machine Learning in Healthcare, 2022
1*2022
Parkinson? s disease treatment adjustment and rehabilitation therapy based on analysis of adaptive games
C Cintas, A Walcott, L Ter-Minassian, K Weldernariam
US Patent App. 16/665,445, 2021
12021
Democratizing AI Governance: Balancing Expertise and Public Participation
L Ter-Minassian
LessWrong, 2025
2025
Emulating randomized controlled trials using general data
Y Shimoni, L Szlak, L Ter-Minassian, E Karavani, KANTOR Yoav
US Patent App. 18/129,468, 2024
2024
Is merging worth it? Securely evaluating the information gain for causal dataset acquisition
J Fawkes*, L Ter-Minassian*, D Ivanova, U Shalit, C Holmes
arXiv preprint arXiv:2409.07215, 2024
2024
Extracting Paragraphs from LLM Token Activations
N Pochinkov, A Benoit, L Agarwal, ZA Majid, L Ter-Minassian
arXiv preprint arXiv:2409.06328, 2024
2024
Hierarchical Bias-Driven Stratification for Interpretable Causal Effect Estimation
L Ter-Minassian, L Szlak, E Karavani, C Holmes, Y Shimoni
arXiv preprint arXiv:2401.17737, 2024
2024
Challenges and Opportunities of Shapley values in a Clinical Context
Lucile Ter-Minassian, Sahra Ghalebikesabi, Karla Diaz-Ordaz, Chris Holmes
ICML 2022 Workshop on Interpretable Machine Learning in Healthcare, 2022
2022
Prognostic value of tumor immune biomarkers in biopsies from patients with refractory solid cancers
T Lambert, C Pobel, L Colmet-Daage, A Bigorgne, B RaubyY, NSE Aladro, ...
Cancer Treatment and Research Communications 32, 100611, 2022
2022
Parkinson's disease treatment adjustment and rehabilitation therapy based on analysis of adaptive games
KW Celia Cintas, Aisha Walcott, Lucile Ter-Minassian
US Patent 20210121121A1, 2021
2021
Cognitive decision platform for honey value chain
LTM Charles Muchiri Wachira, Nelson Kibichii Bore, Komminist Weldemariam
US Patent 20210125035A1, 2021
2021
Patterns of use of the Mental Health Act 1983, from 2007-08 to 2016-17, in two major secondary mental healthcare providers in London.
S Oram, C Colling, MR Pritchard, M Khondoker, DMF de Freitas, ...
BJPsych Open, 2019
2019
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