Causally-guided regularization of graph attention improves generalizability AP Wu, T Markovich, B Berger, N Hammerla, R Singh arXiv preprint arXiv:2210.10946, 2022 | 2 | 2022 |
Graph neural networks for link prediction with subgraph sketching BP Chamberlain, S Shirobokov, E Rossi, F Frasca, T Markovich, ... The eleventh international conference on learning representations, 2022 | 76 | 2022 |
Method and system for extracting information from graphs DW Busbridge, P Cavallo, DG Sherburn, NY Hammerla US Patent 11,321,363, 2022 | | 2022 |
Identifying Relevant Medical Data for Facilitating Accurate Medical Diagnosis C Van Assel, D Corapi, M Morriello, M Kepes, JSN Levy-Kramer, ... US Patent App. 16/750,885, 2021 | 10 | 2021 |
Towards more patient friendly clinical notes through language models and ontologies F Moramarco, D Juric, A Savkov, J Flann, M Lehl, K Boda, T Grafen, ... AMIA Annual Symposium Proceedings 2021, 881, 2021 | 12 | 2021 |
Neural temporal point processes for modelling electronic health records J Enguehard, D Busbridge, A Bozson, C Woodcock, N Hammerla Machine Learning for Health, 85-113, 2020 | 31 | 2020 |
Method and system for extracting information from graphs DW Busbridge, P Cavallo, DG Sherburn, NY Hammerla US Patent 10,824,949, 2020 | 6 | 2020 |
Method and system for extracting information from graphs DW Busbridge, P Cavallo, DG Sherburn, NY Hammerla US Patent 10,824,653, 2020 | | 2020 |
Biomedical Concept Relatedness--A large EHR-based benchmark C Schulz, J Levy-Kramer, C Van Assel, M Kepes, N Hammerla arXiv preprint arXiv:2010.16218, 2020 | 11 | 2020 |
Flexible-response dialogue system through analysis of semantic textual similarity P Cavallo, O Awomosu, F Moramarco, AT Shen, N Hammerla US Patent App. 16/745,098, 2020 | 2 | 2020 |
Estimating mutual information between dense word embeddings V Zhelezniak, A Savkov, N Hammerla Proceedings of the 58th Annual Meeting of the Association for Computational …, 2020 | 7 | 2020 |
Device and method for natural language processing V Zhelezniak, A Savkov, F Moramarco, J Flann, N Hammerla US Patent 10,628,529, 2020 | 4 | 2020 |
Method and system for extracting information from graphs DW Busbridge, P Cavallo, DG Sherburn, NY Hammerla US Patent 10,599,686, 2020 | 5 | 2020 |
Semantic graph traversal for recognition of inferred clauses within natural language inputs AT Shen, F Moramarco, N Hammerla, P Cavallo, O Awomosu, A Savkov, ... US Patent 10,592,610, 2020 | 4 | 2020 |
Flexible-response dialogue system through analysis of semantic textual similarity P Cavallo, O Awomosu, F Moramarco, AT Shen, N Hammerla US Patent 10,586,532, 2020 | 3 | 2020 |
Device and method for natural language processing through statistical model comparison F Vargas, K Brestnichki, DG Sherburn, V Zhelezniak, NY Hammerla US Patent 10,482,183, 2019 | 6 | 2019 |
Determining missing content in a database V Zhelezniak, DW Busbridge, AT Shen, SL Smith, N Hammerla US Patent App. 16/389,877, 2019 | 2 | 2019 |
Neural language priors J Enguehard, D Busbridge, V Zhelezniak, N Hammerla arXiv preprint arXiv:1910.03492, 2019 | 4 | 2019 |
Semantic graph traversal for recognition of inferred clauses within natural language inputs AT Shen, F Moramarco, N Hammerla, P Cavallo, O Awomosu, A Savkov, ... US Patent 10,387,575, 2019 | 27 | 2019 |
Computer implemented determination method V Zhelezniak, DW Busbridge, AT Shen, SL Smith, N Hammerla US Patent App. 16/113,670, 2019 | 6 | 2019 |