Mahnoosh Kholghi

Publication Activity (10 Years)

Years Active: 2011-2023
Publications (10 Years): 15

Top Topics

Active Learning

Information Extraction

Top Venues

Publications

Deepa Prabhu, Mitchell Dennis, Mahnoosh Kholghi, Wei Lu, Moid Sandhu, Katie Packer, Julia Bomke, Liesel Higgins, Qing Zhang, David Silvera-Tawil
Detecting Depression-related Movement Changes in Older Adults using Smart Home Motion Sensors - A Feasibility Study. EMBC (2023)
Yasamin Asadi, Margot Brereton, Aloha May Hufana Ambe, Alessandro Soro, Mahnoosh Kholghi
Calming Down in Lockdown: Rethinking Technologies for a Slower Pace of Life. Conference on Designing Interactive Systems (2023)
Mahnoosh Kholghi, David Silvera, Glen Wong, Janine Walker, Jennifer Wilson, DanaKai Bradford
LIV Well when Life Is Limited: Technology to Support Independence at Home. MedInfo (2023)
Muhammad Moid Sandhu, Deepa Prabhu, Wei Lu, Mahnoosh Kholghi, Katie Packer, Liesel Higgins, Marlien Varnfield, David Silvera-Tawil
The Significance and Limitations of Sensor-based Agitation Detection in People Living with Dementia. EMBC (2023)
Deepa Prabhu, Mahnoosh Kholghi, Muhammad Moid Sandhu, Wei Lu, Katie Packer, Liesel Higgins, David Silvera-Tawil
Sensor-Based Assessment of Social Isolation and Loneliness in Older Adults: A Survey. Sensors 22 (24) (2022)
Yang Gao, Mahnoosh Kholghi, Irena Koprinska, Qing Zhang
Association of Longitudinal Sleep and Next-day Indoor Mobility Measured via Passive Sensors among Community-dwelling Older Adults. EMBC (2021)
Mahnoosh Kholghi, David Silvera-Tawil, M. Sazzad Hussain, Qing Zhang, Marlien Varnfield, Liesel Higgins, Mohanraj Karunanithi
The Significance and Limitations of Monitoring Sleep during Pregnancy. EMBC (2021)
Mahnoosh Kholghi, Claire M. Ellender, Qing Zhang, Yang Gao, Liesel Higgins, Mohanraj Karunanithi
Home-Based Sleep Sensor Measurements in an Older Australian Population: Before and during a Pandemic. Sensors 21 (18) (2021)
Hamed Hassanzadeh, Mahnoosh Kholghi, Anthony N. Nguyen, Kevin Chu
Clinical Document Classification Using Labeled and Unlabeled Data Across Hospitals. CoRR (2018)
Hamed Hassanzadeh, Mahnoosh Kholghi, Anthony N. Nguyen, Kevin Chu
Clinical Document Classification Using Labeled and Unlabeled Data Across Hospitals. AMIA (2018)
Mahnoosh Kholghi, Lance De Vine, Laurianne Sitbon, Guido Zuccon, Anthony N. Nguyen
Clinical information extraction using small data: An active learning approach based on sequence representations and word embeddings. J. Assoc. Inf. Sci. Technol. 68 (11) (2017)
Mahnoosh Kholghi, Laurianne Sitbon, Guido Zuccon, Anthony N. Nguyen
Active learning reduces annotation time for clinical concept extraction. Int. J. Medical Informatics 106 (2017)
Mahnoosh Kholghi, Lance De Vine, Laurianne Sitbon, Guido Zuccon, Anthony N. Nguyen
The benefits of word embeddings features for active learning in clinical information extraction. CoRR (2016)
Mahnoosh Kholghi, Lance De Vine, Laurianne Sitbon, Guido Zuccon, Anthony N. Nguyen
The Benefits of Word Embeddings Features for Active Learning in Clinical Information Extraction. ALTA (2016)
Mahnoosh Kholghi, Laurianne Sitbon, Guido Zuccon, Anthony N. Nguyen
Active learning: a step towards automating medical concept extraction. J. Am. Medical Informatics Assoc. 23 (2) (2016)
Lance De Vine, Mahnoosh Kholghi, Guido Zuccon, Laurianne Sitbon, Anthony N. Nguyen
Analysis of Word Embeddings and Sequence Features for Clinical Information Extraction. ALTA (2015)
Mahnoosh Kholghi, Laurianne Sitbon, Guido Zuccon, Anthony N. Nguyen
External Knowledge and Query Strategies in Active Learning: a Study in Clinical Information Extraction. CIKM (2015)
Mahnoosh Kholghi, Laurianne Sitbon, Guido Zuccon, Anthony N. Nguyen
Factors Influencing Robustness and Effectiveness of Conditional Random Fields in Active Learning Frameworks. AusDM (2014)
Mahnoosh Kholghi, Mohammad Reza Keyvanpour
Comparative Evaluation of Data Stream Indexing Models CoRR (2012)
Mahnoosh Kholghi, Mohammadreza Keyvanpour
An analytical framework for data stream mining techniques based on challenges and requirements CoRR (2011)