| Active learning: a step towards automating medical concept extraction M Kholghi, L Sitbon, G Zuccon, A Nguyen Journal of the American Medical Informatics Association 23 (2), 289-296, 2016 | 75 | 2016 |
| An analytical framework for data stream mining techniques based on challenges and requirements M Kholghi, M Keyvanpour arXiv preprint arXiv:1105.1950, 2011 | 48 | 2011 |
| Active Learning Reduces Annotation Time for Clinical Concept Extraction M Kholghi, L Sitbon, G Zuccon, A Nguyen International Journal of Medical Informatics 106, 25-31, 2017 | 35 | 2017 |
| Classification and evaluation of data mining techniques for data stream requirements M Kholghi, H Hassanzadeh, MR Keyvanpour 2010 International Symposium on Computer, Communication, Control and …, 2010 | 33 | 2010 |
| A prospective cohort study of prodromal Alzheimer′s disease: Prospective Imaging Study of Ageing: Genes, Brain and Behaviour (PISA) MK Lupton, GA Robinson, RJ Adam, S Rose, GJ Byrne, O Salvado, ... NeuroImage: Clinical 29, 2020 | 31 | 2020 |
| Clinical Document Classification Using Labeled and Unlabeled Data Across Hospitals H Hassanzadeh, M Kholghi, A Nguyen, K Chu AMIA Annual Symposium 2018, 2018 | 26 | 2018 |
| The benefits of word embeddings features for active learning in clinical information extraction M Kholghi, L De Vine, L Sitbon, G Zuccon, A Nguyen The 14th Annual Workshop of the Australasian Language Technology Association …, 2016 | 26 | 2016 |
| Analysis of Word Embeddings and Sequence Features for Clinical Information Extraction L De Vine, M Kholghi, G Zuccon, L Sitbon, A Nguyen The 13th Annual Workshop of the Australasian Language Technology Association …, 2015 | 26 | 2015 |
| External Knowledge and Query Strategies in Active Learning: a Study in Clinical Information Extraction M Kholghi, L Sitbon, G Zuccon, A Nguyen Proceeding CIKM '15 Proceedings of the 24th ACM International on Conference …, 2015 | 25 | 2015 |
| A validation study of a ballistocardiograph sleep tracker against polysomnography M Kholghi, I Szollosi, M Hollamby, DK Bradford, Q Zhang Journal of Clinical Sleep Medicine 18 (4), 1203–1210, 2022 | 20 | 2022 |
| Active learning for classifying long‐duration audio recordings of the environment (Shortlisted for Robert May Prize 2018) M Kholghi, Y Phillips, M Towsey, L Sitbon, P Roe Methods in Ecology and Evolution 9 (9), 1948-1958, 2018 | 20 | 2018 |
| Clinical Information Extraction Using Small Data: an Active Learning Approach Based on Sequence Representations and Word Embeddings M Kholghi, L De Vine, L Sitbon, G Zuccon, A Nguyen Journal of the Association for Information Science and Technology 68 (11 …, 2017 | 20 | 2017 |
| Active learning framework combining semi-supervised approach for data stream mining M Kholghi, MR Keyvanpour International Conference on Intelligent Computing and Information Science …, 2011 | 13 | 2011 |
| Sensor-Based Assessment of Social Isolation and Loneliness in Older Adults: A Survey D Prabhu, M Kholghi, M Sandhu, W Lu, K Packer, L Higgins, ... Sensors 22 (24), 9944, 2022 | 10 | 2022 |
| Factors influencing robustness and effectiveness of conditional random fields in active learning frameworks M Kholghi, L Sitbon, Z Guido, A Nguyen AusDM 2014 : The Twelfth Australasian Data Mining Conference 158, 69-78, 2014 | 9 | 2014 |
| Home-Based Sleep Sensor Measurements in an Older Australian Population: Before and during a Pandemic M Kholghi, CM Ellender, Q Zhang, Y Gao, L Higgins, M Karunanithi Sensors 21 (18), 2021 | 6 | 2021 |
| Active learning for concept extraction from clinical free text M Kholghi Queensland University of Technology, 2017 | 5 | 2017 |
| Comparative evaluation of data stream indexing models M Kholghi, MR Keyvanpour arXiv preprint arXiv:1208.0684, 2012 | 4 | 2012 |
| Calming Down in Lockdown: Rethinking Technologies for a Slower Pace of Life Y Asadi, M Brereton, AH Ambe, A Soro, M Kholghi Proceedings of the 2023 ACM Designing Interactive Systems Conference, 1002-1014, 2023 | 2 | 2023 |
| Detecting Depression-related Movement Changes in Older Adults using Smart Home Motion Sensors-A Feasibility Study D Prabhu, M Dennis, M Kholghi, W Lu, M Sandhu, K Packer, J Bomke, ... IEEE EMBC 2023, 2023 | 1 | 2023 |
Anthony NguyenResearch Team Leader, Commonwealth Scientific and Industrial Research Organisation (CSIRO)Verified email at csiro.au