William Klement
William Klement
The Ottawa Hospital Research Institute, University of Dalhousie, Canadian Blood Services
Verified email at ohri.ca
Cited by
Cited by
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
Springer, 2009
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
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