| Reflection on modern methods: trial emulation in the presence of immortal-time bias. Assessing the benefit of major surgery for elderly lung cancer patients using observational … C Maringe, S Benitez Majano, A Exarchakou, M Smith, B Rachet, A Belot, ... International journal of epidemiology 49 (5), 1719-1729, 2020 | 98 | 2020 |
| Method for profiling and identifying persons by using data samples H Cash, S Mercer, J Hoyle, L Hadden, A Sutton, D Relyea, W Wake, ... US Patent 7,211,388, 2007 | 47 | 2007 |
| Learning representations for image-based profiling of perturbations N Moshkov, M Bornholdt, S Benoit, M Smith, C McQuin, A Goodman, ... Nature communications 15 (1), 1594, 2024 | 43 | 2024 |
| An inference-based policy gradient method for learning options M Smith, H Hoof, J Pineau International Conference on Machine Learning, 4703-4712, 2018 | 39 | 2018 |
| Introduction to computational causal inference using reproducible Stata, R, and Python code: a tutorial MJ Smith, MA Mansournia, C Maringe, PN Zivich, SR Cole, C Leyrat, ... Statistics in medicine 41 (2), 407-432, 2022 | 37 | 2022 |
| Predicting firm-level bankruptcy in the Spanish economy using extreme gradient boosting M Smith, F Alvarez Computational Economics 59 (1), 263-295, 2022 | 30 | 2022 |
| A second update on mapping the human genetic architecture of COVID-19 M Kanai, SJ Andrews, M Cordioli, C Stevens, BM Neale, M Daly, A Ganna, ... Nature 621 (7977), E7-E26, 2023 | 22 | 2023 |
| COVID-19 Flow-Maps an open geographic information system on COVID-19 and human mobility for Spain M Ponce-de-Leon, J Del Valle, JM Fernandez, M Bernardo, D Cirillo, ... Scientific Data 8 (1), 310, 2021 | 22 | 2021 |
| Application of targeted maximum likelihood estimation in public health and epidemiological studies: a systematic review MJ Smith, RV Phillips, MA Luque-Fernandez, C Maringe Annals of epidemiology 86, 34-48. e28, 2023 | 8 | 2023 |
| Evaluating the policy of closing bars and restaurants in Cataluña and its effects on mobility and COVID19 incidence M Smith, M Ponce-de-Leon, A Valencia Scientific Reports 12 (1), 9132, 2022 | 7 | 2022 |
| Excess mortality by multimorbidity, socioeconomic, and healthcare factors, amongst patients diagnosed with diffuse large B-cell or follicular lymphoma in England MJ Smith, A Belot, M Quartagno, MA Luque Fernandez, A Bonaventure, ... Cancers 13 (22), 5805, 2021 | 6 | 2021 |
| A strong baseline for batch imitation learning M Smith, L Maystre, Z Dai, K Ciosek arXiv preprint arXiv:2302.02788, 2023 | 5 | 2023 |
| Association between multimorbidity and socioeconomic deprivation on short-term mortality among patients with diffuse large B-cell or follicular lymphoma in England: a … MJ Smith, EN Njagi, A Belot, C Leyrat, A Bonaventure, SB Majano, ... BMJ open 11 (11), e049087, 2021 | 5 | 2021 |
| Why target networks stabilise temporal difference methods M Fellows, MJA Smith, S Whiteson International Conference on Machine Learning, 9886-9909, 2023 | 4 | 2023 |
| Investigating the inequalities in route to diagnosis amongst patients with diffuse large B-cell or follicular lymphoma in England MJ Smith, MAL Fernandez, A Belot, M Quartagno, A Bonaventure, ... British journal of cancer 125 (9), 1299-1307, 2021 | 3 | 2021 |
| Determinants of downloads and citations for articles published in Intensive Care Medicine JF Timsit, G Citerio, M Lavilloniere, A Perner, S Ruckly, J Bakker, ... Intensive Care Medicine 45, 1058-1060, 2019 | 3 | 2019 |
| Mediating effects of diagnostic route on the comorbidity gap in survival of patients with diffuse large B-cell or follicular lymphoma in England MJ Smith, B Rachet, MA Luque-Fernandez Cancers 14 (20), 5082, 2022 | 2 | 2022 |
| Learning Skills Diverse in Value-Relevant Features MJA Smith, J Luketina, K Hartikainen, M Igl, S Whiteson Conference on Lifelong Learning Agents, 1174-1194, 2022 | 1 | 2022 |
| Multiple imputation for logistic regression models: incorporating an interaction MJ Smith, M Quartagno, EN Njagi arXiv preprint arXiv:2211.14556, 2022 | 1 | 2022 |
| The delta-method and influence function in medical statistics: a reproducible tutorial R Zepeda-Tello, M Schomaker, C Maringe, MJ Smith, A Belot, B Rachet, ... arXiv preprint arXiv:2206.15310, 2022 | 1 | 2022 |
Aurelien BelotAssociate Professor in Medical statistics, London School of Hygiene and Tropical Medicine在 lshtm.ac.uk 的电子邮件经过验证
