|Exploiting the systematic review protocol for classification of medical abstracts|
O Frunza, D Inkpen, S Matwin, W Klement, P O’blenis
Artificial intelligence in medicine 51 (1), 17-25, 2011
|Towards donor lung recovery—gene expression changes during ex vivo lung perfusion of human lungs|
JC Yeung, R Zamel, W Klement, XH Bai, TN Machuca, TK Waddell, M Liu, ...
American Journal of Transplantation 18 (6), 1518-1526, 2018
|An integrated approach identifies mediators of local recurrence in head and neck squamous carcinoma|
F Citron, J Armenia, G Franchin, J Polesel, R Talamini, S D'Andrea, ...
Clinical Cancer Research 23 (14), 3769-3780, 2017
|Predicting the need for CT imaging in children with minor head injury using an ensemble of Naive Bayes classifiers|
W Klement, S Wilk, W Michalowski, KJ Farion, MH Osmond, V Verter
Artificial intelligence in medicine 54 (3), 163-170, 2012
|A machine learning approach predicts future risk to suicidal ideation from social media data|
A Roy, K Nikolitch, R McGinn, S Jinah, W Klement, ZA Kaminsky
NPJ digital medicine 3 (1), 1-12, 2020
|Classifying severely imbalanced data|
W Klement, S Wilk, W Michalowski, S Matwin
Canadian Conference on Artificial Intelligence, 258-264, 2011
|Dealing with severely imbalanced data|
W Klement, S Wilk, W Michaowski, S Matwin
ICEC’09, 14, 2009
|The impact of first untreated subclinical minimal acute rejection on risk for chronic lung allograft dysfunction or death after lung transplantation|
L Levy, E Huszti, J Tikkanen, R Ghany, W Klement, M Ahmed, S Husain, ...
American Journal of Transplantation 20 (1), 241-249, 2020
|Smooth Receiver Operating Characteristics (smROC) Curves|
W Klement, P Flach, N Japkowicz, S Matwin
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2011
|Donor human leukocyte antigen-G single nucleotide polymorphisms are associated with post-lung transplant mortality|
J Lazarte, J Ma, T Martinu, L Levy, W Klement, M White, J Pelling, Z Guan, ...
European Respiratory Journal 54 (2), 2019
|Eosinophils in transbronchial biopsies: a predictor of chronic lung allograft dysfunction and reduced survival after lung transplantation—a retrospective single‐center cohort …|
DR Darley, J Ma, E Huszti, P Fiset, L Levy, DM Hwang, P Pal, W Klement, ...
Transplant International 34 (1), 62-75, 2021
|Potential role of CC chemokine receptor 6 in prediction of late‐onset cytomegalovirus infection following solid organ transplant|
JF Camargo, MR Resende, R Zamel, W Klement, A Bhimji, S Huibner, ...
Clinical transplantation 29 (6), 492-498, 2015
|Cost-Based Sampling of Individual Instances|
W Klement, P Flach, N Japkowicz, S Matwin
Canadian Conference on Artificial Intelligence, 86-97, 2009
|The Fourth Workshop Evaluation Methods for Machine Learning|
W Klement, C Drummond, N Japkowicz, S Macskassy
Proc. 26th Ann. Int’l Conf. Machine Learning (ICML’09), http://www. site …, 2009
|Soft receiver operating characteristics curves|
W Klement, P Flach
In proc. of the ICML 2008 Workshop on Evaluaiton Methods for ML, 2008
|Matchmaker, matchmaker make me a match: Opportunities and challenges in optimizing compatibility of HLA eplets in transplantation|
W Lemieux, H Mohammadhassanzadeh, W Klement, C Daniel, ...
International Journal of Immunogenetics 48 (2), 135-144, 2021
|MicroRNA profiling of peripheral blood enriched for circulating tumor cells (CTCs) in testicular germ cell tumors (TGCTs).|
J Mardiak, I Jurisica, W Klement, P Gronesova, V Miskovska, J Obertova, ...
Journal of Clinical Oncology 32 (15_suppl), e15530-e15530, 2014
|Experienced physicians and automatic generation of decision rules from clinical data|
W Klement, S Wilk, M Michalowski, K Farion
International Conference on Rough Sets and Current Trends in Computing, 207-216, 2010
|Advances in Artificial Intelligence: 22nd Canadian Conference on Artificial Intelligence, Canadian AI 2009, Kelowna, Canada, May 25-27, 2009 Proceedings|
Y Gao, N Japkowicz
|On Path to Informing Hierarchy of Eplet Mismatches as Determinants of Kidney Transplant Loss|
H Mohammadhassanzadeh, K Oualkacha, W Zhang, W Klement, ...
Kidney International Reports 6 (6), 1567-1579, 2021