Publications

Journal articles

Zwanenburg A, Vallieres M, Abdalah MA, Aerts HJWL, Andrearczyk V, Apte A, Ashrafinia S, Bakas S, Beukinga RJ, Boellaard R, Bogowicz M, Boldrini L, Buvat I, Cook GJR, Davatzikos C, Depeursinge A, Desseroit M-C, Dinapoli N, Dinh CV, Echegaray S, El Naqa I, Fedorov AY, Gatta R, Gillies RJ, Goh V, Götz M, Guckenberger M, Ha SM, Hatt M, Isensee F, Lambin P, Leger S, Leijenaar RTH, Lenkowicz J, Lippert F, Losnegård A, Maier-Hein KH, Morin O, Müller H, Napel S, Nioche C, Orlhac F, Pati S, Pfaehler EAG, Rahmim A, Rao AUK, Scherer J, Siddique MM, Sijtsema NM, Socarras Fernandez J, Spezi E, Steenbakkers RJHM, Tanadini-Lang S, Thorwarth D, Troost EGC, Upadhaya T, Valentini V, van Dijk LV, van Griethuysen J, van Velden FHP, Whybra P, Richter C, Löck S (2020) The Image Biomarker Standardization Initiative: standardized quantitative radiomics for high-throughput image-based phenotyping. Radiology 191145 . https://doi.org/10.1148/radiol.2020191145 Cite Download
Zhou H, Chang K, Bai HX, Xiao B, Su C, Bi WL, Zhang PJ, Senders JT, Vallieres M, Kavouridis VK, Boaro A, Arnaout O, Yang L, Huang RY (2019) Machine learning reveals multimodal MRI patterns predictive of isocitrate dehydrogenase and 1p/19q status in diffuse low- and high-grade gliomas. J Neurooncol 142:299–307 . Cite Download
Zhou H, Vallieres M, Bai HX, Su C, Tang H, Oldridge D, Zhang Z, Xiao B, Liao W, Tao Y, Zhou J, Zhang P, Yang L (2017) MRI features predict survival and molecular markers in diffuse lower-grade gliomas. Neuro Oncol 19:862–870 . https://doi.org/10.1093/neuonc/now256 Cite Download
Zhao Y, Chang M, Wang R, Xi IL, Chang K, Huang RY, Vallieres M, Habibollahi P, Dagli MS, Palmer M, Zhang PJ, Silva AC, Yang L, Soulen MC, Zhang Z, Bai HX, Stavropoulos SW (2020) Deep learning based on MRI for differentiation of low- and high-grade in low-stage renal cell carcinoma. Journal of Magnetic Resonance Imaging. https://doi.org/10.1002/jmri.27153 Cite Download
Zapletal E, Bibault J-E, Giraud P, Burgun A (2018) Integrating Multimodal Radiation Therapy Data into i2b2. Appl Clin Inform 9:377–390 . https://doi.org/10.1055/s-0038-1651497 Cite
Yang DD, Baujat G, Neuraz A, Garcelon N, Messiaen C, Sandrin A, Cheron G, Burgun A, Pejin Z, Cormier-Daire V, Angoulvant F (2020) Healthcare trajectory of children with rare bone disease attending pediatric  emergency departments. Orphanet J Rare Dis 15:2 . https://doi.org/10.1186/s13023-019-1284-1 Cite
Xi IL, Zhao Y, Wang R, Chang M, Purkayastha S, Chang K, Huang RY, Silva AC, Vallieres M, Habibollahi P, Fan Y, Zou B, Gade TP, Zhang PJ, Soulen MC, Zhang Z, Bai HX, Stavropoulos SW (2020) Deep learning to distinguish benign from malignant renal lesions based on routine MR imaging. Clin Cancer Res. https://doi.org/10.1158/1078-0432.CCR-19-0374 Cite Download
Witham MD, Frost H, McMurdo M, Donnan PT, McGilchrist MM (2015) Construction of a linked health and social care database resource—lessons on process, content and culture. Inform Health Soc Care 40:229–239 . https://doi.org/10.3109/17538157.2014.892491 Cite
Wei L, Rosen B, Vallieres M, Chotchutipan T, Mierzwa M, Eisbruch A, El Naqa I (2019) Automatic recognition and analysis of metal streak artifacts in head and neck computed tomography for radiomics modeling. Physics and Imaging in Radiation Oncology 10:49–54 . https://doi.org/10.1016/j.phro.2019.05.001 Cite Download
Verheij RA, Curcin V, Delaney BC, McGilchrist MM (2018) Possible sources of bias in primary care electronic health record data use and reuse. J Med Internet Res 20:e185 . https://doi.org/10.2196/jmir.9134 Cite
Vanasse A, Courteau M, Ethier J-F (2018) The 6W multidimensional model of care trajectories for patients with chronic ambulatory care sensitive conditions and hospital readmissions. Public Health 157:53–61 . https://doi.org/10.1016/j.puhe.2018.01.007 Cite Download
Vanasse A, Cohen A, Courteau J, Bergeron P, Dault R, Gosselin P, Blais C, Bélanger D, Rochette L, Chebana F (2016) Association between floods and acute cardiovascular diseases: A population-based cohort study using a geographic information system approach. Int J Environ Res Public Health 13:168 . https://doi.org/10.3390/ijerph13020168 Cite Download
Vanasse A, Talbot D, Chebana F, Bélanger D, Blais C, Gamache P, Giroux J-X, Dault R, Gosselin P (2017) Effects of climate and fine particulate matter on hospitalizations and deaths for heart failure in elderly: A population-based cohort study. Environ Int 106:257–266 . https://doi.org/10.1016/j.envint.2017.06.001 Cite
Van Praagh S, Menard J-F, Montreuil M, Noronha C, Talwar V, Carnevale FA (2018) Learning from JJ: An interdisciplinary conversation about child welfare, health care, and law. McGill JL & Health 12:123 Cite
Vallieres M, Zwanenburg A, Badic B, Rest CCL, Visvikis D, Hatt M (2018) Responsible radiomics research for faster clinical translation. J Nucl Med 59:189–193 . https://doi.org/10.2967/jnumed.117.200501 Cite Download
Vallieres M, Serban M, Benzyane I, Ahmed Z, Xing S, El Naqa I, Levesque IR, Seuntjens J, Freeman CR (2018) Investigating the role of functional imaging in the management of soft-tissue sarcomas of the extremities. Physics and Imaging in Radiation Oncology 6:53–60 . https://doi.org/10.1016/j.phro.2018.05.003 Cite Download
Vallieres M, Laberge S, Diamant A, Naqa IE (2017) Enhancement of multimodality texture-based prediction models via optimization of PET and MR image acquisition protocols: a proof of concept. Phys Med Biol 62:8536–8565 . https://doi.org/10.1088/1361-6560/aa8a49 Cite Download
Vallieres M, Kay-Rivest E, Perrin LJ, Liem X, Furstoss C, Aerts HJWL, Khaouam N, Nguyen-Tan PF, Wang C-S, Sultanem K, Seuntjens J, El Naqa I (2017) Radiomics strategies for risk assessment of tumour failure in head-and-neck cancer. Scientific Reports 7:1–14 . https://doi.org/10.1038/s41598-017-10371-5 Cite Download
Ure J, Procter R, Martone M, Porteous D, Lloyd S, Lawrie S, Job D, Baldock R, Philp A, Liewald D, Rakebrandt F, Blaikie A, McKay C, Anderson S, Ainsworth J, van Hemert J, Blanquer I, Sinnott R, Barillot C, Gibaud FB, Williams A, Hartswood M, Watson P, Smith L, Burger A, Kennedy J, Gonzalez-Velez H, Stevens R, Corcho O, Morton R, Linksted P, Deschenes M, McGilchrist MM, Johnson P, Voss A, Gertz R, Wardlaw J (2007) Data integration in eHealth: a domain/disease specific roadmap. Stud Health Technol Inform 126:144–153 Cite
Upadhaya T, Vallieres M, Chatterjee A, Lucia F, Bonaffini PA, Masson I, Mervoyer A, Reinhold C, Schick U, Seuntjens J, Rest CCL, Visvikis D, Hatt M (2019) Comparison of radiomics models built through machine learning in a multicentric context with Independent testing: identical data, similar algorithms, different methodologies. IEEE Transactions on Radiation and Plasma Medical Sciences 3:192–200 . https://doi.org/10.1109/TRPMS.2018.2878934 Cite Download
Sun B, Southam HM, Butler JA, Poole RK, Burgun A, Tarzia A, Keene FR, Collins JG (2018) Synthesis, isomerisation and biological properties of mononuclear ruthenium  complexes containing the bis[4(4’-methyl-2,2’-bipyridyl)]-1,7-heptane ligand. Dalton Trans 47:2422–2434 . https://doi.org/10.1039/c7dt04595f Cite
St-Arnaud C, Ethier J-F, Hamielec C, Bersten A, Guyatt G, Meade M, Zhou Q, Leclair M-A, Patel A, Lamontagne F (2013) Prescribed targets for titration of vasopressors in septic shock: a retrospective cohort study. CMAJ Open 1:E127-133 . https://doi.org/10.9778/cmajo.20130006 Cite
Smith BH, Campbell A, Linksted P, Fitzpatrick B, Jackson C, Kerr SM, Deary IJ, Macintyre DJ, Campbell H, McGilchrist MM, Hocking LJ, Wisely L, Ford I, Lindsay RS, Morton R, Palmer CNA, Dominiczak AF, Porteous DJ, Morris AD (2013) Cohort Profile: Generation Scotland: Scottish Family Health Study (GS:SFHS). The study, its participants and their potential for genetic research on health and illness. Int J Epidemiol 42:689–700 . https://doi.org/10.1093/ije/dys084 Cite Download
Smith BH, Campbell H, Blackwood D, Connell J, Connor M, Deary IJ, Dominiczak AF, Fitzpatrick B, Ford I, Jackson C, Haddow G, Kerr S, Lindsay R, McGilchrist MM, Morton R, Murray G, Palmer CNA, Pell JP, Ralston SH, St Clair D, Sullivan F, Watt G, Wolf R, Wright A, Porteous D, Morris AD (2006) Generation Scotland: the Scottish Family Health Study; a new resource for researching genes and heritability. BMC Med Genet 7:74 . https://doi.org/10.1186/1471-2350-7-74 Cite Download
Sauvé N, Rey É, Cumyn A (2017) Atrial fibrillation in a structurally normal heart during pregnancy: A review of cases from a registry and from the literature. J Obstet Gynaecol Can 39:18–24 . https://doi.org/10.1016/j.jogc.2016.09.076 Cite
Rosier A, Mabo P, Temal L, Van Hille P, Dameron O, Deléger L, Grouin C, Zweigenbaum P, Jacques J, Chazard E, Laporte L, Henry C, Burgun A (2016) Personalized and automated remote monitoring of atrial fibrillation. Europace 18:347–352 . https://doi.org/10.1093/europace/euv234 Cite
Rosier A, Mabo P, Temal L, Van Hille P, Dameron O, Deleger L, Grouin C, Zweigenbaum P, Jacques J, Chazard E, Laporte L, Henry C, Burgun A (2016) Remote Monitoring of Cardiac Implantable Devices: Ontology Driven Classification of  the Alerts. Stud Health Technol Inform 221:59–63 Cite
Rivard M, Laliberté M, Bertrand-Grenier A, Harnagea C, Pfeffer CP, Vallieres M, St-Pierre Y, Pignolet A, Khakani MAE, Légaré F (2011) The structural origin of second harmonic generation in fascia. Biomed Opt Express, BOE 2:26–36 . https://doi.org/10.1364/BOE.2.000026 Cite Download
Rey E, Cumyn A, Michon N, Morin F (2007) Postpartum compliance to oral glucose tolerance test. J Gynecol Obstet Biol Reprod 36:281–286 . https://doi.org/10.1016/j.jgyn.2007.02.015 Cite
Rance B, Canuel V, Countouris H, Laurent-Puig P, Burgun A (2016) Integrating Heterogeneous Biomedical Data for Cancer Research: the CARPEM  infrastructure. Appl Clin Inform 7:260–274 . https://doi.org/10.4338/ACI-2015-09-RA-0125 Cite
Prach AT, McGilchrist MM, Murray FE, Johnston DA, MacDonald TM (1999) Prescription of acid-suppressing drugs in relation to endoscopic diagnosis: a record-linkage study. Aliment Pharmacol Ther 13:397–405 Cite
Neuraz A, Looten V, Rance B, Daniel N, Garcelon N, Llanos LC, Burgun A, Rosset S (2019) Do You Need Embeddings Trained on a Massive Specialized Corpus for Your Clinical  Natural Language Processing Task? Stud Health Technol Inform 264:1558–1559 . https://doi.org/10.3233/SHTI190533 Cite
Neuraz A, Rance B, Garcelon N, Llanos LC, Burgun A, Rosset S (2020) The Impact of Specialized Corpora for Word Embeddings in Natural Langage  Understanding. Stud Health Technol Inform 270:432–436 . https://doi.org/10.3233/SHTI200197 Cite
Neuraz A, Lerner I, Digan W, Paris N, Tsopra R, Rogier A, Baudoin D, Cohen KB, Burgun A, Garcelon N, Rance B (2020) Natural Language Processing for Rapid Response to Emergent Diseases: Case Study of  Calcium Channel Blockers and Hypertension in the COVID-19 Pandemic. J Med Internet Res 22:e20773 . https://doi.org/10.2196/20773 Cite
Nair JKR, Vallieres M, Mascarella MA, Sabbagh NE, Duchatellier CF, Zeitouni A, Shenouda G, Chankowsky J (2020) Magnetic resonance imaging texture analysis predicts recurrence in patients with nasopharyngeal carcinoma. Canadian Association of Radiologists Journal. https://doi.org/10.1016/j.carj.2019.06.009 Cite Download
Morin O, Chen WC, Nassiri F, Susko M, Magill ST, Vasudevan HN, Wu A, Vallieres M, Gennatas ED, Valdes G, Pekmezci M, Alcaide-Leon P, Choudhury A, Interian Y, Mortezavi S, Turgutlu K, Bush NAO, Solberg TD, Braunstein SE, Sneed PK, Perry A, Zadeh G, McDermott MW, Villanueva-Meyer JE, Raleigh DR (2019) Integrated models incorporating radiologic and radiomic features predict meningioma grade, local failure, and overall survival. Neuro Oncol Adv 1: . https://doi.org/10.1093/noajnl/vdz011 Cite Download
Morin O, Vallieres M, Jochems A, Woodruff HC, Valdes G, Braunstein SE, Wildberger JE, Villanueva-Meyer JE, Kearney V, Yom SS, Solberg TD, Lambin P (2018) A deep look into the future of quantitative imaging in oncology: a statement of working principles and proposal for change. International Journal of Radiation Oncology*Biology*Physics 102:1074–1082 . https://doi.org/10.1016/j.ijrobp.2018.08.032 Cite Download
Montreuil M, Menard J-F, Carnevale FA (2018) Where vulnerability can become a strength: A focused ethnography of a community program for youth exposed to violence. Children and Youth Services Review 91:390–397 Cite
Millar HL, Clunie FS, McGilchrist MM, McMahon AD, MacDonald TM (1997) The impact on community benzodiazepine prescribing of hospitalization. J Psychosom Res 42:61–69 Cite
Menard J-F, Savoir P-O (2002) Chronique de jurisprudence québécois portant sur le droit international. Rev quebecoise de droit int'l 15:77–114 Cite Download
Menard J-F, Mouttaki S (2001) La pratique gouvernementale du droit international en 2001. Rev quebecoise de droit int'l 14:241–254 Cite Download
Menard J-F (2016) Cobayes de la relève: l’artiste et le chercheur à la rencontre de l’expérience. BioéthiqueOnline 5: Cite Download
Menard J-F (2010) A nudge for public health ethics: libertarian paternalism as a framework for ethical analysis of public health interventions? Public Health Ethics 3:229–238 Cite Download
McMahon AD, Evans JM, White G, Murray FE, McGilchrist MM, McDevitt DG, MacDonald TM (1997) A cohort study (with re-sampled comparator groups) to measure the association between new NSAID prescribing and upper gastrointestinal hemorrhage and perforation. J Clin Epidemiol 50:351–356 Cite
McMahon AD, Evans JM, McGilchrist MM, McDevitt DG, MacDonald TM (1998) Drug exposure risk windows and unexposed comparator groups for cohort studies in  pharmacoepidemiology. Pharmacoepidemiol Drug Saf 7:275–280 . https://doi.org/10.1002/(SICI)1099-1557(199807/08)7:4<275::AID-PDS363>3.0.CO;2-N Cite
McLeish NJ, Simmonds P, Robertson C, Handel I, McGilchrist MM, Singh BK, Kerr S, Chase-Topping ME, Sinka K, Bronsvoort M, Porteous DJ, Carman W, McMenamin J, Leigh-Brown A, Woolhouse MEJ (2011) Sero-prevalence and incidence of A/H1N1 2009 influenza infection in Scotland in winter 2009-2010. PLoS ONE 6:e20358 . https://doi.org/10.1371/journal.pone.0020358 Cite Download
McGilchrist MM, Sullivan F, Kalra D (2007) Assuring the confidentiality of shared electronic health records. BMJ 335:1223–1224 . https://doi.org/10.1136/bmj.39421.544063.BE Cite Download
Mastellos N, Bliźniuk G, Czopnik D, McGilchrist MM, Misiaszek A, Bródka P, Curcin V, Car J, Delaney BC, Andreasson A (2016) Feasibility and acceptability of TRANSFoRm to improve clinical trial recruitment in primary care. Fam Pract 33:186–191 . https://doi.org/10.1093/fampra/cmv102 Cite Download
Mamzer M-F, Duchange N, Darquy S, Marvanne P, Rambaud C, Marsico G, Cerisey C, Scotté F, Burgun A, Badoual C, Laurent-Puig P, Hervé C (2017) Partnering with patients in translational oncology research: ethical approach. J Transl Med 15:74 . https://doi.org/10.1186/s12967-017-1177-9 Cite
Mamzer M-F, Duchange N, Darquy S, Marvanne P, Rambaud C, Marsico G, Cerisey C, Scotté F, Burgun A, Badoual C, Laurent-Puig P, Hervé C (2017) Erratum to: Partnering with patients in translational oncology research: ethical  approach. J Transl Med 15:80 . https://doi.org/10.1186/s12967-017-1181-0 Cite

Book chapters

Khnaisser C, Lavoie L, Diab H, Ethier J-F (2015) Data warehouse design methods review: Trends, challenges and future directions for the healthcare domain. In: Morzy T, Valduriez P, Bellatreche L (eds) New Trends in Databases and Information Systems. Springer International Publishing, pp 76–87 Cite Download Download
Barton A, Rovetto R, Mizoguchi R (2014) Newtonian forces and causation: a dispositional account. In: Garbacz P, Kutz O (eds) Formal Ontology in Information Systems. Proceedings of the 8th International Conference (FOIS 2014). IOS Press, Amsterdam, pp 157–170 Cite Download
Barton A, Ethier J-F (2016) The two ontological faces of velocity. In: Ferrario R, Kuhn W (eds) Formal Ontology in Information Systems. Proceedings of the 9th International Conference (FOIS 2016). IOS Press, Amsterdam, pp 123–136 Cite Download Download
Barton A (2014) Understanding probabilities in the Everett interpretation of quantum mechanics. In: Aerts D, Aerts S, De Ronde C (eds) Probing the meaning of Quantum Mechanics: Physical, Philosophical, Mathematical and Logical Perspectives. World Scientific, Singapore, pp 209–222 Cite
Barton A (2017) L’ontologie est-elle une science? In: Silberstein M (ed) Qu’est-ce que la science... pour vous?, Editions Matériologiques. Paris, pp 21–26 Cite
Barton A (2016) La nature des probabilités dans les systèmes de raisonnement médical bayésien. In: Drouet I (ed) Les Approches et méthodes bayésiennes, fondements et pratiques, Editions Matériologiques. pp 53–86 Cite

Conference papers

Zhao L, Lim Choi Keung SN, Golby C, Ethier J-F, Curcin V, Bastiaens H, Burgun A, Delaney BC, Arvanitis TN (2015) EU FP7 TRANSFoRm Project: query workbench for participant identification and data extraction. In: AMIA CRI 2015. San Francisco, États-Unis Cite Download
Vallieres M, Freeman CR, Skamene SR, El Naqa I (2012) Prediction of tumor outcomes through wavelet image fusion and texture analysis of PET/MR imaging. In: Medical Physics Cite
Vallieres M, Freeman CR, Skamene SR, El Naqa I (2012) FDG-PET features and outcomes in soft-tissue sarcomas of the extremities. In: International Journal of Radiation Oncology Biology Physics. pp 167– 168 Cite
Vallieres M, Kumar A, Sultanem K, El Naqa I (2013) FDG-PET imaging features can predict treatment outcomes in head and neck cancer. In: Medical Physics Cite
Vallieres M, Kumar A, Sultanem K, El Naqa I (2013) FDG-PET Image-derived features can determine HPV status in head and neck cancer. In: International Journal of Radiation Oncology Biology Physics Cite
Vallieres M, Laberge S, Levesque IR, El Naqa I (2014) Enhancement of texture-based metastasis prediction models via the optimization of PET/MRI acquisition protocols. In: Medical Physics. pp 434–435 Cite
Vallieres M, Freeman CR, Ahmed Z, Turcotte R, Hickeson M, Skamene S, Jeyaseelan K, Hathout L, Serban M, Xing S, Powell TI, Seuntjens J, Levesque IR, El Naqa I (2015) Early assessment of tumor aggressiveness using joint FDG-PET/MRI textural features: prediction of prospective cohort and potential improvements using hypoxia and perfusion biomarkers. In: International Journal of Radiation Oncology Biology Physics Cite
Vallieres M, Boustead A, Laberge S, Levesque IR, El Naqa I (2015) A machine learning approach for creating texture-preserved MRI tumor models from clinical sequences. In: Medical Physics. pp 3323–3324 Cite
Vallieres M, Naqa FC, Skamene SR, El Naqa I (2013) Joint FDG-PET/MR imaging for the early prediction of tumor outcomes. In: Medical Physics Cite
Vallieres M, Freeman CR, Skamene S, El Naqa I (2014) Early assessment of tumor aggressiveness using joint FDG-PET/MR textural features. In: International Journal of Radiation Oncology Biology Physics. pp 6– 7 Cite
Vallieres M, Chatterjee A, Lucia F, Bourbonne V, Bonaffini P, Masson I, Mervoyers A, Reinhold C, Visvikis D, Schick U, Seuntjens J, Morin O, Hatt M (2018) Investigating the complementarity of radiomics and clinical information for predicting treatment failure in multiple cancer types. In: Medical Physics Cite
Vallieres M, Visvikis D, Hatt M (2018) Dependency of a validated radiomics signature and potential corrections. In: Journal of Nuclear Medicine Cite
Toyoshima F, Barton A, Grenier O (2020) Foundations for an Ontology of Belief, Desire and Intention. In: Brodaric B, Neuhaus F (eds) Frontiers in Artificial Intelligence and Applications. IOS Press, pp 140–154 Cite
Toyoshima F, Barton A, Ethier J-F (2020) Functional Parthood: A Dispositional Perspective. In: Proceedings of the 6th Joint Ontology Workshops (JOWO 2020). CEUR Workshop Proceedings, Virtual & Bozen-Bolzano, Italy, p 8 Cite Download
Toyoshima F, Barton A (2019) Linking image schemas with affordances: An ontological approach. In: Barton A, Seppälä S, Porello D (eds) Proceedings of the 5th Joint Ontology Workshops (JOWO 2019). CEUR Workshop Proceedings, Graz, Austria, pp 1–9 Cite
Toyoshima F, Barton A (2019) A formal representation of affordances as reciprocal dispositions. In: Kutz O, Hedblom MM (eds) Proceedings of TriCoLore 2018: The 7th International Workshop on Computational Creativity, Concept Invention, and General Intelligence (C3GI 2018), The 4th Image Schema Day (ISD4), and SCORE. CEUR Workshop Proceedings, Bolzano, Italie, pp 1–9 Cite
St-Arnaud C, Ethier J-F, Hamielec C, Leclair M-A, Lamontagne F (2011) Prescribed targets for vasopressors titration in septic shock: a retrospective cohort study. In: European Society of Intensive Care Medicine. Berlin, Allemagne Cite
McGilchrist MM, Curcin V, Ethier, J-F, Arvanitis, T, Delaney, BC (2015) TRANSFoRm: Connectivity infrastructure to embed eCRFs into EHRs. In: AMIA CRI 2015. San Francisco, États Unis Cite Download
Masolo C, Barton A (accepté) The identity of property particulars. In: Proceedings of the Joint Ontology Workshops 2019 (JOWO 2019). Graz, Autriche, pp 1–10 Cite
Madar H, Lebrun V, Brown C, Baillargeon J-P, Langlois M-F (2013) Accessibilité aux soins pour les maladies chroniques cardiométaboliques dans les Centres de santé et services sociaux de l’Estrie. Québec, Qc, Canada Cite
Madar H, Lebrun V, Brown C, Baillargeon J-P, Langlois M-F (2013) Évaluation de la qualité organisationnelle des soins pour les maladies chroniques cardiométaboliques en première ligne. Sherbrooke, Qc, Canada Cite
Madar H, Lebrun V, Brown C, Baillargeon J-P, Langlois M-F (2013) Évaluation de la qualité des soins pour les maladies chroniques cardiométaboliques en première ligne. Université de Sherbrooke Cite
Madar H, Baillargeon J-P, Brown C, Langlois M-F (2016) Quality of Care Received by Patients Living with Obesity in Community Health Centers of the Eastern Townships in Québec, Canada. Vancouver, Canada. Cite
Madar H, Brown C, Baillargeon J-P, Langlois M-F (2021) Programme Agir Sur Sa Santé : Effets sur la qualité des soins des patients à risque ou atteints de maladies chroniques cardiométaboliques dans les soins de première ligne en Estrie. Congrès annuel du Réseau de recherche en santé cardiométabolique, diabète et obésité/ Société québécoise de lipidologie, de nutrition et de métabolisme Cite
Madar H, Lebrun V, Brown C, Baillargeon J-P, Langlois M-F (2015) Agir Sur Sa SantÉ : An evaluation-informed integrated care framework for the prevention and management of cardio-metabolic chronic diseases in primary care. Montréal, Canada Cite
Madar H, Brown C, Baillargeon J-P, Langlois M-F (2016) Targeting gaps in the quality of care for patients with diabetes in community chronic care programs. Ottawa, Canada. Cite
Madar H, Brown C, Baillargeon J-P, Langlois M-F (2018) Improved obesity screening and management using integrated community-based chronic diseases program. Nashville, Tennessee, USA Cite
Lim Choi Keung SN, Ethier J-F, Zhao L, Curcin V, Arvanitis T (2014) The integration challenges in bridging patient care and clinical research in a learning healthcare system. In: European Medical Informatics Conference. Istanbul, Turquie Cite Download
Lim Choi Keung SN, Zhao L, Ethier J-F, Curcin V, Burgun A, Delaney BC, Arvanitis TN (2015) Semantic enrichment of CDISC operational data model. In: AMIA Joint Summits on Translational Science proceedings AMIA Summit on Translational Science. American Medical Informatics Association, San Francisco, États-Unis Cite Download
Lim Choi Keung SN, Zhao L, Arvanitis TN, Curcin V, Delaney BC, Ethier J-F, Burgun A, McGilchrist MM, Bródka P, Tuligowicz W, Andreasson A (2015) TRANSFoRm: Implementing a learning healthcare system in Europe through embedding clinical research into clinical practice. In: 2015 48th Hawaii International Conference on System Sciences. Hawaii, États-Unis, pp 3176–3185 Cite Download
Liang SF, Ethier J-F, Porat T, Tapuria A, Delaney BC, Curcin V (2016) MeTMapS—Medical terminology mapping system. In: 7th Workshop on Ontologies and Data in Life Sciences. Halle, Allemagne Cite Download
Liang SF, Porat T, Tapuria A, Ethier J-F, Delaney BC, Curcin V (2016) A dynamic medical terminology mapping system—MeTMapS. In: Data Mining for Medical Informatics workshop. Chicago, États-Unis Cite Download
Khnaisser C, Lavoie L, Ethier J-F (2017) Unified bitemporal modelling framework for automatic data warehouse design. In: 28th International Conference on Database and Expert Systems Applications DEXA 2017. Lyon, France Cite
Khnaisser C, Lavoie L, Burgun A, Ethier J-F (2017) Past indeterminacy in data warehouse design. In: Database and Expert Systems Applications. Springer, Cham, pp 90–100 Cite Download
Fougères A, Canalda P, Ecarot T, Samaali A, Guglielmetti L (2012) A push service for carpooling. In: 2012 IEEE International Conference on Green Computing and Communications. pp 685–691 Cite Download
Ethier J-F, Taseen R, Lavoie L, Barton A (2016) Improving the semantics of drug prescriptions with a realist ontology. In: Jaiswal P, Hoehndorf R, Arighi C, Meier A (eds) Proceedings of the Joint International Conference on Biological Ontology and BioCreative. Oregon, États-Unis, p IT603:1-6 Cite Download
Ecarot T, Dussault S, Souid A, Lavoie L, Ethier J-F (2020) An AppArmor For Heath Data Access Control: Assessing Risks and Benefits. In: Proceedings of the  2020 Seventh International Conference on Internet of Things: Systems, Management and Security (IOTSMS). Paris Cite Download
Ecarot T, Fraikin B, Ouellet F, Lavoie L, McGilchrist M, Ethier J-F (2020) Sensitive Data Exchange Protocol Suite for Healthcare. In: IEEE Symposium on Computers and Communications. Rennes, France Cite Download
Ecarot T, Zeghlache D, Brandily C (2017) Consumer-and-provider-oriented efficient IaaS resource allocation. In: 2017 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW). pp 77–85 Cite Download
Delaney BC, Ethier J-F, Curcin V, Corrigan D, Friedman C (2013) International perspectives on the digital infrastructure for The Learning Healthcare System. In: Panel at AMIA annual symposium. Washington DC, États-Unis Cite
Barton A, Toyoshima F, Ethier J-F (2020) Approaching Roles with Affordances. In: Proceedings of the Joint Ontology Workshops. CEUR Workshop Proceedings, Virtual & Bozen-Bolzano, Italy, p 14 Cite Download
Barton A, Seppälä S, Porello D (2019) Proceedings of the Joint Ontology Workshops 2019 - Episode V: The Styrian Autumn of Ontology. In: JOWO 2019 The Joint Ontology Workshops. CEUR Workshop Proceedings, Graz, Autriche Cite
Barton A, Grenier O, Jansen L, Ethier J-F (2018) The identity of dispositions. In: Borgo S, Hitzler P, Kutz O (eds) Formal Ontology in Information Systems. Proceedings of the 10th International Conference (FOIS 2018). IOS Press, Cape Town, Afrique du Sud, pp 113–126 Cite Download Download
Barton A, Khnaisser C, Lavoie L, Ethier J-F (2017) Ambiguities in medical bitemporalized relational databases: A referent tracking view. In: Proceedings of the Joint Ontology Workshops 2017, CEUR Workshop proceedings. Boeker, M., Herre, H., Jansen, L., Loebe, F., & Shober, D., Bolzano, Italie, pp 1–5 Cite Download
Barton A, Vieu L, Ethier J-F (accepté) Directing actions. In: Proceedings of the Joint Ontology Workshops 2019 (JOWO 2019). Graz, Autriche, pp 1–10 Cite
Barton A, Fabry P, Lavoie L, Ethier J-F (accepté) LABO: An ontology for laboratory test prescription and reporting. In: Proceedings of the Joint Ontology Workshops 2019 (JOWO 2019). Graz, Autriche, pp 1–9 Cite
Barton A, Grenier O, Ethier J-F (2018) The identity and mereology of pathological dispositions. In: Jaiswal P, Cooper L, Haendel MA, Mungall CJ (eds) Proceedings of the 9th International Conference on Biological Ontology (ICBO 2018). CEUR Workshop Proceedings, Corvallis, Oregon, États-Unis, pp 1–6 Cite
Barton A, Fabry P, Ethier J-F (accepté) A classification of instructions in drug prescriptions and pharmacist documents. In: Proceedings of the 10th International Conference on Biomedical Ontology (ICBO 2019). Buffalo, New York, USA, pp 1–7 Cite
Barton A, Rosier A, Burgun A, Ethier J-F (2014) The cardiovascular disease ontology. In: Garbacz P, Kutz O (eds) Formal Ontology in Information Systems. Proceedings of the 8th International Conference (FOIS 2014). IOS Press, Amsterdam, pp 409–414 Cite Download
Barton A, Rosier A, Burgun A, Ethier J-F (2014) The cardiovascular disease ontology. In: Proceedings of the 8th conference on Formal Ontology in Information Systems (FOIS). IOS Press, Amsterdam, pp 409–414 Cite Download

Presentations

Vanasse A, Dault R, Cloutier A-M, Benigeri M, Ethier J-F (2019) Validated case selection algorithms to identify 7 ambulatory case sensitive conditions Cite Download
Vanasse A, Boivin A, Dumez V, Ethier J-F, Leblanc A, Légaré F, Pluye P, Belec G, Pelletier J-G (2019) A learning health system oriented toward care trajectories Cite Download
Vanasse A, Ethier J-F, Dault R, Benigeri M, Cloutier A-M (2019) Validated case selection algorithms to identify 7 ambulatory care sensitive conditions Cite
Vanasse A, Benigeri M, Courteau J, Dorais M, Ethier J-F (2018) Linking canadian community health surveys to administrative data in Quebec: A unique opportunity for health care trajectories research on ambulatory care sensitive conditions Cite
Vallieres M (2012) PET/MR imaging for prediction of tumor outcomes by wavelet image fusion and texture analysis Cite
Vallieres M (2015) Statistical methods for the construction of texture-based prediction models Cite
Vallieres M (2015) Radiomics: Mais Ou Et Donc Car Ni Or (who, what, when, where, when)? Cite
Vallieres M (2016) Analyse texturale pour l’évaluation de l’agressivité des tumeurs Cite
Vallieres M (2012) Prediction of tumour outcomes by wavelet image fusion and texture analysis Cite
Vallieres M (2016) Assessing the risk of tumour recurrences and metastases in head and neck cancer by combining radiomics and clinical variables via imbalance-adjusted machine learning Cite
Vallieres M (2017) Radiomics: Enabling Factors Towards Precision Medicine Cite
Vallieres M (2017) IBSI: Current status and beyond Cite
Vallieres M (2017) Enhancement of multimodality texture-based prediction models via optimization of PET and MR image acquisition protocols: a proof of concept Cite
Vallieres M (2018) Investigating the complementarity of radiomics and clinical information for predicting treatment failure in multiple cancer types Cite
Vallieres M (2018) Radiomics in MRI: Getting started Cite
Vallieres M (2018) Introduction to convolutional neural networks (CNNs) Cite
Vallieres M (2019) Radiomics: the Image Biomarker Standardisation Initiative (IBSI) Cite
Vallieres M (2019) MEDomicsLab: an open-source computation platform for integrative data modeling in medicine Cite
Vallieres M (2019) Radiomics: the Image Biomarker Standardisation Initiative (IBSI) Cite
Vallieres M (2018) Radiomics: the Image Biomarker Standardisation Initiative (IBSI) Cite
Vallieres M (2019) MEDomics: synergie entre analyse d’images médicales, apprentissage automatique, apprentissage profond, traitement automatique des langues naturelles et apprentissage distribué Cite
Vallieres M (2019) Radiomics: the Image Biomarker Standardisation Initiative (IBSI) Cite
Taseen R, Ethier J-F, Barton A (2016) On prescribing drug prescriptions Cite
Looten V, Khnaisser C, Burgun A, Rance B (2017) Storing biological data in i2b2: extending the representation of laboratory exams beyond the sheer result Cite
Lim Choi Keung SN, Zhao L, Rossiter J, Ogunsina I, Curcin V, Danger R, McGilchrist MM, Ethier J-F, Ohmann C, Kuchinke W, Taweel A, Delaney BC, Arvanitis TN (2013) Provenance-aware query formulation tool to identify eligible clinical research participants Cite
Khnaisser C, Lavoie L, Diab H, Ethier J-F (2017) Unification des données par les connaissances: méthode de construction d’une entrepôt de données historicisé de santé guidée par les ontologies Cite Download
Khnaisser C, Lavoie L, Burgun A, Ethier J-F (2016) Méthode de construction d’entrepôts de données temporalissées guidée par les ontologies Cite Download
Khnaisser C, Lavoie L, Burgun A, Ethier J-F (2017) Healthcare trajectories reconstruction with i2b2: issues and recommandations Cite Download
Fabry P, Barton A, Ethier J-F (2019) LABO: an ontology for laboratory test prescription and reporting Cite Download Download
Ethier J-F (2018) Learning Health Systems: experience and future for primary care Cite
Ethier J-F (2018) Learning health systems supporting primary care: Lessons learned and opportunities Cite Download
Ethier J-F (2018) Quelles ontologies pour un système de santé apprenant ?​ Cite Download
Ethier J-F (2018) Plateforme apprenante pour la recherche en santé et services sociaux — PARS3 — Learning health and social services research platform Cite
Ethier J-F (2018) Plateforme apprenante pour la recherche en santé et services sociaux — PARS3 Cite
Ethier J-F (2018) Plateforme apprenante pour la recherche en santé et services sociaux — PARS3 Cite
Ethier J-F (2017) Plateforme apprenante pour la recherche en santé et services sociaux — PARS3 Cite
Ethier J-F (2017) La recherche à partir des dossiers médicaux électroniques (DMÉ) dans un système de santé apprenant : défis et opportunités Cite
Ethier J-F (2014) Savoir c’est pouvoir. Les données de santé: comment les utiliser efficacement pour améliorer votre pratique, votre recherche Cite
Ethier J-F (2015) Les systèmes de santé apprenant: la recherche translationnelle sous l’angle des données de santé pragmatiques provenant du terrain Cite
Ethier J-F (2015) Les données de santé: comment les utiliser efficacement pour améliorer votre pratique, votre recherche Cite
Ethier J-F (2015) Learning Health Systems — LHS: La recherche translationnelle sous l’angle des données de santé pragmatiques provenant du terrain Cite
Ethier J-F (2016) Accès et partage des données des DMÉ au Québec: vision, orientations, innovation Cite
Ethier J-F (2017) La plateforme de recherche apprenante en santé de l’Estrie: libérer le potentiel de nos données pour la recherche Cite
Ethier J-F (2016) Learning health systems: New avenues Cite
Ethier J-F (2017) Système de recherche apprenant: défis éthiques Cite
Ethier J-F (2017) Système de recherche apprenant: changement de paradigme et opportunités Cite
Ethier J-F (2017) Développement d’un système de santé apprenant en Estrie Cite

Reports

Zwanenburg A, Leger S, Vallieres M, Löck S (2020) Image biomarker standardisation initiative Cite Download
Khnaisser C, Lavoie L, Fraikin B, Barton A, Burgun A, Ethier J-F (2019) Generating a relational database for heterogeneous data using an ontology Cite Download
Khnaisser C, Lavoie L, Burgun A, Ethier J-F (2017) Unified bitemporal historicization framework. Université de Sherbrooke (GRIIS), Sherbrooke, Québec, Canada Cite
Khnaisser C, Lavoie L, Burgun A, Ethier J-F (2017) Automated bitemporal database schema design with a unified framework. Université de Sherbrooke, Sherbrooke, Canada Cite Download
Khnaisser C, Lavoie L, Diab H, Ethier J-F (2015) Data warehouse design methods review for the healthcare domain. Université de Sherbrooke, Sherbrooke, Canada Cite Download
Khanji C, Cloutier A-M, Dault R, Roy D, Beaulieu M-D, Vanasse A, Ethier J-F (2017) Utilisation des données contenues dans les dossiers médicaux électroniques: revue rapide de la littérature. Unité Soutien SRAP du Québec, Sherbrooke, Canada Cite Download
Beaulieu M-D, Cloutier A-M, Dault R, Ethier J-F, Goetghebeur M, Khanji C, Roy D, Vanasse A (2018) Utilisation des données cliniques issues des dossiers médicaux électroniques à des fins de recherche et d’amélioration continue de la qualité des soins et services de première ligne. Unité Soutient SRAP du Québec et INESSS Cite Download

Theses

Vallieres M (2018) Radiomics: Enabling Factors Towards Precision Medicine. Thèse de doctorat, Université McGill Cite Download
Madar H (2020) Effets du programme " Agir Sur Sa Santé " sur la qualité des soins des patients à risque ou atteints de maladies chroniques cardiométaboliques dans les Centres de santé et de services sociaux de l'Estrie. Sherbrooke Cite
Khnaisser C, Lavoie L (dir.) et Ethier J-F (dir.) (2016) Méthode de construction d'entrepôt de données temporalisé pour un système informationnel de santé. Mémoire de maitrise, Université de Sherbrooke Cite Download
Ethier J-F (2016) Integrating resources for translational research: a unified approach for learning health systems. Thèse de doctorat, Université Pierre-Marie Curie - Paris VI Cite Download
Ecarot T (2016) Efficient allocation for distributed and connected cloud. Thèse de doctorat, Telecom Sud Paris et Université Pierre et Marie Curie Cite Download
Camirand Lemyre F (2016) Sur des estimateurs et des tests non-paramétriques pour des distributions et copules conditionnelles. Thèse de doctorat, Université de Sherbrooke Cite Download