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K

Karin Verspoor

RMIT University

47H-index
443Paper Count
9.8KCitation Count
Published Papers 64
Publication Date
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Graph Transformers: A Survey
errIEEE Transactions on Neural Networks and Learning Systems
IF8.9
err2026-01-12
err0
PREAI
errAhsan Shehzad; Feng Xia; Shagufta Abid; Ciyuan Peng; Shuo Yu; Dongyu Zhang; Karin Verspoor
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Knowledge Tree Driven Contextualized Instruction Tuning of Foundation Models for Epilepsy Drug Recommendation
errMEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION - MICCAI 2025, PT VI
IF0
err2026-01-01
err0
PREAI
errPham, Duy Khoa; Mehta, Deval; Jiang, Yiwen; Thom, Daniel; Chang, Richard Shek-kwan; Nazem-Zadeh, Mohammad; Foster, Emma; Fazio, Timothy; Holper, Sarah; Verspoor, Karin; Liu, Jiahe; Nhu, Duong; Barnard, Sarah; O'Brien, Terence; Chen, Zhibin; French, Jacqueline; Kwan, Patrick; Ge, Zongyuan
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Toward responsible artificial intelligence in medicine: Reflections from the Australian epilepsy project
errArtificial Intelligence in Medicine
IF6.2
err2025-06-05
err0
errOAAI
errMangor Pedersen; Heath R. Pardoe; Anton de Weger; Donna Hutchison; David F. Abbott; Karin Verspoor; Graeme D. Jackson;
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A comprehensive systematic review dataset is a rich resource for training and evaluation of AI systems for title and abstract screening
errRESEARCH SYNTHESIS METHODS
IF6.1
err2025-03-07
err0
PREAI
errChan, Gary C. K.; He, Estrid; Leung, Janni; Verspoor, Karin
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errSave
Zero- and few-shot prompting of generative large language models provides weak assessment of risk of bias in clinical trials
errRESEARCH SYNTHESIS METHODS
IF6.1
err2024-08-23
err1
errOAAI
errSuster, Simon; Baldwin, Timothy; Verspoor, Karin
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errSave
The overview of the BioRED (Biomedical Relation Extraction Dataset) track at BioCreative VIII
errDATABASE-THE JOURNAL OF BIOLOGICAL DATABASES AND CURATION
IF3.6
err2024-08-08
err3
errOAAI
errIslamaj, Rezarta; Lai, Po-Ting; Wei, Chih-Hsuan; Luo, Ling; Almeida, Tiago; Jonker, Richard A. A.; Conceicao, Sofia I. R.; Sousa, Diana F.; Phan, Cong-Phuoc; Chiang, Jung-Hsien; Li, Jiru; Pan, Dinghao; Meesawad, Wilailack; Tsai, Richard Tzong-Han; Sarol, M. Janina; Hong, Gibong; Valiev, Airat; Tutubalina, Elena; Lee, Shao-Man; Hsu, Yi-Yu; Li, Mingjie; Verspoor, Karin; Lu, Zhiyong
errShare
errSave
Focused Contrastive Loss for Classification With Pre-Trained Language Models
errIEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
IF10.4
err2024-07-01
err0
PREAI
errHe, Jiayuan; Li, Yuan; Zhai, Zenan; Fang, Biaoyan; Thorne, Camilo; Druckenbrodt, Christian; Akhondi, Saber; Verspoor, Karin
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errSave
Integration of polygenic and gut metagenomic risk prediction for common diseases
errNATURE AGING
IF19.4
err2024-03-25
err1
errOAAI
errLiu, Yang; Ritchie, Scott C.; Teo, Shu Mei; Ruuskanen, Matti O.; Kambur, Oleg; Zhu, Qiyun; Sanders, Jon; Vazquez-Baeza, Yoshiki; Verspoor, Karin; Jousilahti, Pekka; Lahti, Leo; Niiranen, Teemu; Salomaa, Veikko; Havulinna, Aki S.; Knight, Rob; Meric, Guillaume; Inouye, Michael
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errSave
Attention-based multimodal fusion with contrast for robust clinical prediction in the face of missing modalities
errJOURNAL OF BIOMEDICAL INFORMATICS
IF4.5
err2023-09-01
err12
errOAAI
errLiu, Jinghui; Capurro, Daniel; Nguyen, Anthony; Verspoor, Karin
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errSave
Graph embedding-based link prediction for literature-based discovery in Alzheimer's Disease
errJOURNAL OF BIOMEDICAL INFORMATICS
IF4.5
err2023-09-01
err10
errOAAI
errPu, Yiyuan; Beck, Daniel; Verspoor, Karin
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errSave
Collective Human Opinions in Semantic Textual Similarity
errTRANSACTIONS OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS
IF6.9
err2023-08-15
err0
errOAAI
errWang, Yuxia; Tao, Shimin; Xie, Ning; Yang, Hao; Baldwin, Timothy; Verspoor, Karin
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errSave
Analysis of predictive performance and reliability of classifiers for quality assessment of medical evidence revealed important variation by medical area
errJOURNAL OF CLINICAL EPIDEMIOLOGY
IF5.2
err2023-07-01
err3
errOAAI
errSuster, Simon; Baldwin, Timothy; Verspoor, Karin
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errSave
We need to chat about artificial intelligence
errMEDICAL JOURNAL OF AUSTRALIA
IF8.5
err2023-06-11
err11
errOAAI
errCoiera, Enrico W.; Verspoor, Karin; Hansen, David P.
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errSave
An evaluation of existing text de-identification tools for use with patient progress notes from Australian general practice
errINTERNATIONAL JOURNAL OF MEDICAL INFORMATICS
IF4.1
err2023-05-01
err2
PREAI
errEl-Hayek, Carol; Barzegar, Siamak; Faux, Noel; Doyle, Kim; Pillai, Priyanka; Mutch, Simon J.; Vaisey, Alaina; Ward, Roger; Sanci, Lena; Dunn, Adam G.; Hellard, Margaret E.; Hocking, Jane S.; Verspoor, Karin; Boyle, Douglas I. R.
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errSave
The gut microbiome is a significant risk factor for future chronic lung disease
errJOURNAL OF ALLERGY AND CLINICAL IMMUNOLOGY
IF11.2
err2023-04-01
err21
errOAAI
errLiu, Yang; Teo, Shu Mei; Meric, Guillaume; Tang, Howard H. F.; Zhu, Qiyun; Sanders, Jon G.; Vazquez-Baeza, Yoshiki; Verspoor, Karin; Vartiainen, Ville A.; Jousilahti, Pekka; Lahti, Leo; Niiranen, Teemu; Havulinna, Aki S.; Knight, Rob; Salomaa, Veikko; Inouye, Michael
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errSave
Automating Quality Assessment of Medical Evidence in Systematic Reviews: Model Development and Validation Study
errJOURNAL OF MEDICAL INTERNET RESEARCH
IF6
err2023-03-13
err4
errOAAI
errSuster, Simon; Baldwin, Timothy; Lau, Jey Han; Yepes, Antonio Jimeno; Iraola, David Martinez; Otmakhova, Yulia; Verspoor, Karin
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errSave
Detecting evidence of invasive fungal infections in cytology and histopathology reports enriched with concept-level annotations
errJOURNAL OF BIOMEDICAL INFORMATICS
IF4.5
err2023-03-01
err2
errOAAI
errRozova, Vlada; Khanina, Anna; Teng, Jasmine C.; Teh, Joanne S. K.; Worth, Leon J.; Slavin, Monica A.; Thursky, Karin A.; Verspoor, Karin
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errSave
Predicting Publication of Clinical Trials Using Structured and Unstructured Data: Model Development and Validation Study
errJOURNAL OF MEDICAL INTERNET RESEARCH
IF6
err2022-12-23
err5
errOAAI
errWang, Siyang; Suster, Simon; Baldwin, Timothy; Verspoor, Karin
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errSave
Propagation, detection and correction of errors using the sequence database network
errBRIEFINGS IN BIOINFORMATICS
IF7.7
err2022-10-20
err15
errOAAI
errGoudey, Benjamin; Geard, Nicholas; Verspoor, Karin; Zobel, Justin
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errSave
Note Bloat impacts deep learning-based NLP models for clinical prediction tasks
errJOURNAL OF BIOMEDICAL INFORMATICS
IF4.5
err2022-09-01
err12
errOAAI
errLiu, Jinghui; Capurro, Daniel; Nguyen, Anthony; Verspoor, Karin
errShare
errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
R
Rob Knight
H-index: 255 · Papers: 1.8K
R
Rohit Loomba
H-index: 154 · Papers: 1.3K
A
Alfonso Valencia
H-index: 127 · Papers: 866
P
Pekka Jousilahti
H-index: 109 · Papers: 761
J
Jacqueline A. French
H-index: 104 · Papers: 669
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