| 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 | 176 | 2020 |
| 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 | 65 | 2011 |
| 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 | 56 | 2017 |
| 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 | 53 | 2018 |
| 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 | 50 | 2020 |
| 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 | 35 | 2012 |
| 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 | 34 | 2021 |
| 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 | 32 | 2021 |
| Consolidated reporting guidelines for prognostic and diagnostic machine learning modeling studies: development and validation W Klement, K El Emam Journal of Medical Internet Research 25, e48763, 2023 | 29 | 2023 |
| 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 | 25 | 2021 |
| Classifying severely imbalanced data W Klement, S Wilk, W Michalowski, S Matwin Advances in Artificial Intelligence: 24th Canadian Conference on Artificial …, 2011 | 25 | 2011 |
| Dealing with severely imbalanced data W Klement, S Wilk, W Michaowski, S Matwin Proceedings of the PAKDD Conference, 14, 2009 | 21 | 2009 |
| 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 | 18 | 2019 |
| A framework for implementing machine learning in healthcare based on the concepts of preconditions and postconditions C MacKay, W Klement, P Vanberkel, N Lamond, R Urquhart, M Rigby Healthcare Analytics 3, 100155, 2023 | 13 | 2023 |
| Identifying host microRNAs in bronchoalveolar lavage samples from lung transplant recipients infected with Aspergillus W Gohir, W Klement, LG Singer, SM Palmer, T Mazzulli, S Keshavjee, ... The Journal of Heart and Lung Transplantation 39 (11), 1228-1237, 2020 | 13 | 2020 |
| A machine learning approach predicts future risk to suicidal ideation from social media data. Npj Digital Medicine, 3 (78) A Roy, K Nikolitch, R McGinn, S Jinah, W Klement, ZA Kaminsky | 13 | 2020 |
| Dissecting the impact of molecular T-cell HLA mismatches in kidney transplant failure: A retrospective cohort study W Lemieux, D Fleischer, AY Yang, M Niemann, K Oualkacha, W Klement, ... Frontiers in Immunology 13, 1067075, 2022 | 12 | 2022 |
| Bronchoalveolar lavage cytokine-based risk stratification of minimal acute rejection in clinically stable lung transplant recipients L Levy, E Huszti, M Ahmed, R Ghany, S Hunter, S Moshkelgosha, ... The Journal of Heart and Lung Transplantation 40 (12), 1540-1549, 2021 | 11 | 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 | 7 | 2015 |
| 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 | 6 | 2011 |
