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Mahnoosh Kholghi
Mahnoosh Kholghi
Australian e-Health Research Centre, CSIRO
Zweryfikowany adres z csiro.au
Tytuł
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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
792016
An analytical framework for data stream mining techniques based on challenges and requirements
M Kholghi, M Keyvanpour
arXiv preprint arXiv:1105.1950, 2011
502011
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
362020
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
352017
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
332010
Clinical Document Classification Using Labeled and Unlabeled Data Across Hospitals
H Hassanzadeh, M Kholghi, A Nguyen, K Chu
AMIA Annual Symposium 2018, 2018
292018
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
282016
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
282015
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
262015
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
222018
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
202022
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
202017
Active learning framework combining semi-supervised approach for data stream mining
M Kholghi, MR Keyvanpour
International Conference on Intelligent Computing and Information Science …, 2011
132011
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
122022
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
92014
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
82021
Active learning for concept extraction from clinical free text
M Kholghi
Queensland University of Technology, 2017
52017
Comparative evaluation of data stream indexing models
M Kholghi, MR Keyvanpour
arXiv preprint arXiv:1208.0684, 2012
42012
Association of Longitudinal Sleep and Next-day Indoor Mobility Measured via Passive Sensors among Community-dwelling Older Adults
Y Gao, M Kholghi, I Koprinska, Q Zhang
2021 43rd Annual International Conference of the IEEE Engineering in …, 2021
32021
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
22023
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