Aurélie Labbe

ALAKUS, Cansu, LAROCQUE, Denis, LABBE, Aurélie; « Covariance regression with random forests », BMC Bioinformatics, vol. 24, 2023, p. 1-19.

DAVOUDI, Saeideh, SCHWARTZ, Tyler, LABBE, Aurélie, TRAINOR, Laurel, LIPPÉ, Sarah; « Inter-individual variability during neurodevelopment: an investigation of linear and nonlinear resting-state EEG features in an age-homogenous group of infants », Cerebral Cortex, vol. 33, no 13, 2023, p. 8734-8747.

ELMASRI, Mohamad, LABBE, Aurélie, LAROCQUE, Denis, CHARLIN, Laurent; « Predictive inference for travel time on transportation networks », Annals of Applied Statistics, 2023 (statut : accepté).

REZAEE, Hassan, SCHMIDT, Alexandra, STIPANCIC, Joshua, LABBE, Aurélie; « A process convolution model for crash count data on a network », Accident Analysis & Prevention, vol. 177, 2022, p. 1-17.

LEDEZMA-NAVARRO, Bismarck, MIRANDA-MORENO, Luis, SAUNIER, Nicolas, LABBE, Aurélie, FU, Ting; « Do stop-signs improve the safety for all road users? A before-after study of stop-controlled intersections using video-based trajectories and surrogate measures of safety », Accident Analysis & Prevention, vol. 167, 2022, p. 1-16.

LEI, Mengying, LABBE, Aurélie, WU, Yuankai, SUN, Lijun; « Bayesian Kernelized Matrix Factorization for Spatiotemporal Traffic Data Imputation and Kriging », IEEE Transactions on Intelligent Transportation Systems, vol. 23, no 10, 2022, p. 18962-18974.

ALAKUS, Cansu, LAROCQUE, Denis, LABBE, Aurélie; « RFpredInterval: An R Package for Prediction Intervals with Random Forests and Boosted Forests », The R Journal, vol. 14, no 1, 2022, p. 300-319.

ZHAO, Kaiqiong, OUALKACHA, Karim, LAKHAL‐CHAIEB, Lajmi, LABBE, Aurélie, KLEIN OROS, Kathleen, CIAMPI, Antonio, HUDSON, Marie, COLMEGNA, Ines, PASTINEN, Tomi, ZHANG, Tieyuan, DALEY, Denise, M.T. GREENWOOD, Celia; « A novel statistical method for modeling covariate effects inbisulfite sequencing derived measures of DNA methylation », Biometrics, vol. 77, no 2, 2021, p. 424-438.

DOUARD, Elise, ZERIBI, Abderrahim, SCHRAMM, Catherine, TAMER, Petra, LOUM, Mor Absa, NOWAK, Sabrina, SACI, Zohra, LORD, Marie-Pier, RODRÍGUEZ-HERREROS, Borja, MARTINEAU, Jean-Louis, MOREAU, Clara, LOTH, Eva, SCHUMANN, Gunter, PAUSOVA, Zdenka, ELSABBAGH, Mayada, ALMASY, Laura, GLAHN, David C., BOURGERON, Thomas, LABBE, Aurélie, PAUS, Tomas, MOTTRON, Laurent, M.T. GREENWOOD, Celia, HUGUET, Guillaume, JACQUEMONT, Sébastien; « Effect Sizes of Deletions and Duplications on Autism Risk Across the Genome », American Journal of Psychiatry, vol. 178, no 1, 2021, p. 87-98.

ALAKUS, Cansu, LAROCQUE, Denis, JACQUEMONT, Sébastien, BARLAAM, Fanny, MARTIN, Charles-Olivier, AGBOGBA, Kristian, LIPPÉ, Sarah, LABBE, Aurélie; « Conditional canonical correlation estimation based on covariates with random forests », Bioinformatics, vol. 37, no 17, 2021, p. 2714-2721.

JAMSHIDI, Afshin, PELLETIER, Jean-Pierre, LABBE, Aurélie, ABRAM, François, MARTEL-PELLETIER, Johanne, DROIT, Arnaud; « Machine Learning–Based Individualized Survival Prediction Model for Total Knee Replacement in Osteoarthritis: Data From the Osteoarthritis Initiative », Arthritis Care & Research, vol. 73, no 10, 2021, p. 1518-1527.

HUGUET, Guillaume, SCHRAMM, Catherine, DOUARD, Elise, TAMER, Petra, MAIN, Antoine, MONIN, Pauline, ENGLAND, Jade, JIZI, Khadije, RENNE, Thomas, POIRIER, Myriam, NOWAK, Sabrina, MARTIN, Charles-Olivier, YOUNIS, Nadine, KNOTH, Inga Sophia, MARTINEAU, Jean-Louis, SACI, Zohra, AUGER, Maude, TIHY, Frédérique, MATHONNET, Géraldine, MAFTEI, Catalina, LÉVEILLÉ, France, PORTEOUS, David, DAVIES, Gail, REDMOND, Paul, HARRIS, Sarah E., HILL, W. David, LEMYRE, Emmanuelle, SCHUMANN, Gunter, BOURGERON, Thomas, PAUSOVA, Zdenka, PAUS, Tomas, KARAMA, Sherif, LIPPÉ, Sarah, DEARY, Ian J., ALMASY, Laura, LABBE, Aurélie, GLAHN, David C., M.T. GREENWOOD, Celia, JACQUEMONT, Sébastien; « Genome-wide analysis of gene dosage in 24,092 individuals estimates that 10,000 genes modulate cognitive ability », Molecular Psychiatry, vol. 26, no 6, 2021, p. 2663-2676.

FAGEERA, Weam, CHAUMETTE, Boris, FORTIER, Marie-Ève, GRIZENKO, Natalie, LABBE, Aurélie, SENGUPTA, Sarojini, JOOBER, Ridha; « Association between COMT methylation and response to treatment in children with ADHD », Journal of Psychiatric Research, vol. 135, 2021, p. 86-93.

FAGEERA, Weam, SENGUPTA, Sarojini, FORTIER, Marie-Ève, GRIZENKO, Natalie, BABIENCO, Svetlana, LABBE, Aurélie, JOOBER, Ridha; « Sex-dependent complex association of TPH2 with multiple dimensions of ADHD », Progress in Neuro-Psychopharmacology and Biological Psychiatry, vol. 110, 2021, p. 1-7.

DRAKULICH, Stefan, THIFFAULT, Anne-Charlotte, OLAFSON, Emily, PARENT, Olivier, LABBE, Aurélie, ALBAUGH, Matthew, KHUNDRAKPAM, Budhachandra, DUCHARME, Simon, EVANS, Alan, CHAKRAVARTY, Mallar, KARAMA, Sherif; « Maturational trajectories of pericortical contrast in typical brain development », NeuroImage, vol. 235, 2021, p. 1-12.

STIPANCIC, Joshua, RACINE, Etienne B., LABBE, Aurélie, SAUNIER, Nicolas, MIRANDA-MORENO, Luis; « Massive GNSS data for road safety analysis: Comparing crash models for several Canadian cities and data sources », Accident Analysis & Prevention, vol. 159, 2021, p. 1-10.

STIPANCIC, Joshua, ST-AUBIN, Paul, LEDEZMA-NAVARRO, Bismarck, LABBE, Aurélie, SAUNIER, Nicolas, MIRANDA-MORENO, Luis; « Evaluating safety-influencing factors at stop-controlled intersections using automated video analysis », Journal of Safety Research, vol. 77, 2021, p. 311-323.

LESSA BENEDET, Andréa, LEUZY, Antoine, PASCOAL, Tharick A., ASHTON, Nicholas J., MATHOTAARACHCHI, Sulantha, SAVARD, Mélissa, THERRIAULT, Joseph, KANG, Min Su, CHAMOUN, Mira, SCHÖLL, Michael, RIGON ZIMMER, Eduardo, GAUTHIER, Serge, LABBE, Aurélie, ZETTERBERG, Henrik, ROSA NETO, Pedro, BLENNOW, Kaj; « Stage-specific links between plasma neurofilament light and imaging biomarkers of Alzheimer’s disease », Brain, vol. 143, no 12, 2020, p. 3793-3804.

STIPANCIC, Joshua, MIRANDA-MORENO, Luis, STRAUSS, Jillian, LABBE, Aurélie; « Pedestrian safety at signalized intersections: Modelling spatial effects of exposure, geometry and signalization on a large urban network », Accident Analysis & Prevention, vol. 134, 2020, p. 1-11.

MCGREGOR, Kevin, LABBE, Aurélie, M.T. GREENWOOD, Celia; « MDiNE: a model to estimate differential co-occurrence networks in microbiome studies », Bioinformatics, vol. 36, no 6, 2020, p. 1840-1847.

JAMSHIDI, Afshin, LECLERCQ, Mickael, LABBE, Aurélie, PELLETIER, Jean-Pierre, ABRAM, François, DROIT, Arnaud, MARTEL-PELLETIER, Johanne; « Identification of the most important features of knee osteoarthritis structural progressors using machine learning methods », Therapeutic Advances in Musculoskeletal Disease, vol. 12, 2020, p. 1-12.

MOREAU, Clara, URCHS, Sebastian G. W., KULDEEP, Kumar, ORBAN, Pierre, SCHRAMM, Catherine, DUMAS, Guillaume, LABBE, Aurélie, HUGUET, Guillaume, DOUARD, Elise, QUIRION, Pierre-Olivier, LIN, Amy, KUSHAN-WELLS, Leila, GROT, Stephanie, LUCK, David, MENDREK, Adrianna, POTVIN, Stéphane, STIP, Emmanuel, BOURGERON, Thomas, EVANS, Alan, BEARDEN, Carrie E., BELLEC, Pierre, JACQUEMONT, Sébastien; « Mutations associated with neuropsychiatric conditions delineate functional brain connectivity dimensions contributing to autism and schizophrenia », Nature Communications, vol. 11, 2020, p. 1-12.

THALER, Lea, BRASSARD, Sarah, BOOIJ, Linda, KAHAN, Esther, MCGREGOR, Kevin, LABBE, Aurélie, ISRAEL, Mimi, STEIGER, Howard; « Methylation of the OXTR gene in women with anorexia nervosa: Relationship to social behavior », European Eating Disorders Review, vol. 28, no 1, 2020, p. 79-86.

SCHRAMM, Catherine, JACQUEMONT, Sébastien, OUALKACHA, Karim, LABBE, Aurélie, M.T. GREENWOOD, Celia; « KSPM: A Package For Kernel Semi-Parametric Models », The R Journal, vol. 12, no 2, 2020, p. 189-208.

SHOKOOHI, Farhad, STEPHENS, David A., BOURQUE, Guillaume, PASTINEN, Tomi, M.T. GREENWOOD, Celia, LABBE, Aurélie; « A hidden markov model for identifying differentially methylated sites in bisulfite sequencing data », Biometrics, vol. 75, no 1, 2019, p. 210-221.

STIPANCIC, Joshua, MIRANDA-MORENO, Luis, LABBE, Aurélie, SAUNIER, Nicolas; « Measuring and visualizing space–time congestion patterns in an urban road network using large-scale smartphone-collected GPS data », Transportation Letters: the International Journal of Transportation Research, vol. 11, no 7, 2019, p. 391-401.

STIPANCIC, Joshua, MIRANDA-MORENO, Luis, SAUNIER, Nicolas, LABBE, Aurélie; « Network screening for large urban road networks: Using GPS data and surrogate measures to model crash frequency and severity », Accident Analysis & Prevention, vol. 125, 2019, p. 290-301.

STEIGER, Howard, BOOIJ, Linda, KAHAN, Esther, MCGREGOR, Kevin, THALER, Lea, FLETCHER, Émilie, LABBE, Aurélie, JOOBER, Ridha, ISRAEL, Mimi, SZYF, Moshe, AGELLON, Luis B., GAUVIN, Lise, ST-HILAIRE, Annie, ROSSI, Erika; « A longitudinal, epigenome-wide study of DNA methylation in anorexia nervosa: results in actively ill, partially weight-restored, long-term remitted and non-eating-disordered women », Journal of Psychiatry and Neuroscience, vol. 44, no 3, 2019, p. 205-213.

VILLANDRÉ, Luc, LABBE, Aurélie, BRENNER, Bluma, IBANESCU, Ruxandra-Ilinca, ROGER, Michel, STEPHENS, David A.; « Assessing the role of transmission chains in the spread of HIV-1 among men who have sex with men in Quebec, Canada », PLoS One, vol. 14, no 3, 2019, p. 1-16.

LESSA BENEDET, Andréa, ASHTON, Nicholas J., PASCOAL, Tharick A., LEUZY, Antoine, MATHOTAARACHCHI, Sulantha, KANG, Min Su, THERRIAULT, Joseph, SAVARD, Mélissa, CHAMOUN, Mira, SCHÖLL, Michael, RIGON ZIMMER, Eduardo, GAUTHIER, Serge, LABBE, Aurélie, ZETTERBERG, Henrik, BLENNOW, Kaj, ROSA NETO, Pedro; « Plasma neurofilament light associates with Alzheimer's disease metabolic decline in amyloid-positive individuals », Alzheimer's & Dementia: Diagnosis, Assessment & Disease Monitoring, vol. 11, 2019, p. 679-689.

FAGEERA, Weam, SENGUPTA, Sarojini, LABBE, Aurélie, GRIZENKO, Natalie, JOOBER, Ridha; « DRD3 Gene and ADHD: A Pharmaco-Behavioural Genetic Study », NeuroMolecular Medicine, vol. 20, no 4, 2018, p. 515-524.

JACQUES, Claudine, COURCHESNE, Valérie, S. MEILLEUR, Andrée-Anne, MINEAU, Suzanne, FERGUSON, Stephanie, COUSINEAU, Dominique, LABBE, Aurélie, DAWSON, Michelle, MOTTRON, Laurent; « What interests young autistic children? An exploratory study of object exploration and repetitive behavior », PLoS One, vol. 13, no 12, 2018, p. 1-17.

VILLANDRÉ, Luc, LABBE, Aurélie, BRENNER, Bluma, ROGER, Michel, STEPHENS, David A.; « DM-PhyClus: a Bayesian phylogenetic algorithm for infectious disease transmission cluster inference », BMC Bioinformatics, vol. 19, no 324, 2018, p. 1-16.

STIPANCIC, Joshua, MIRANDA-MORENO, Luis, SAUNIER, Nicolas, LABBE, Aurélie; « Surrogate safety and network screening: Modelling crash frequency using GPS travel data and latent Gaussian Spatial Models », Accident Analysis & Prevention, vol. 120, 2018, p. 174-187.

SENGUPTA, Sarojini, FOTOPOULOS, Nellie, DEVENYI, Gabriel A, FORTIER, Marie-Ève, TER-STEPANIAN, Marina, SAGLIKER, Saba, KARAMA, Sherif, CHAKRAVARTY, Mallar, LABBE, Aurélie, GRIZENKO, Natalie, JOOBER, Ridha; « Dissecting genetic cross-talk between ADHD and other neurodevelopmental disorders: Evidence from behavioural, pharmacological and brain imaging investigations », Psychiatry Research, vol. 269, 2018, p. 652-657.

PANA, Raluca, LABBE, Aurélie, DUBEAU, François, KOBAYASHI, Eliane; « Evaluation of the "non-epileptic" patient in a tertiary center epilepsy clinic », Epilepsy and behaviour, vol. 79, 2018, p. 100-105.

HUGUET, Guillaume, SCHRAMM, Catherine, DOUARD, Elise, JIANG, Lai, LABBE, Aurélie, TIHY, Frédérique, MATHONNET, Géraldine, NIZARD, Sonia, LEMYRE, Emmanuelle, MATHIEU, Alexandre, POLINE, Jean-Baptiste, LOTH, Eva, TORO, Roberto, SCHUMANN, Gunter, CONROD, Patricia, PAUSOVA, Zdenka, M.T. GREENWOOD, Celia, PAUS, Tomas, BOURGERON, Thomas, JACQUEMONT, Sébastien; « Measuring and Estimating the Effect Sizes of Copy Number Variants on General Intelligence in Community-Based Samples », JAMA Psychiatry, vol. 75, no 5, 2018, p. 447-457.

LESSA BENEDET, Andréa, YU, Lei, LABBE, Aurélie, MATHOTAARACHCHI, Sulantha, PASCOAL, Tharick A., SHIN, Monica, KANG, Min Su, GAUTHIER, Serge, ROULEAU, Guy, POIRIER, Judes, BENNETT, David A., ROSA NETO, Pedro; « CYP2C19 variant mitigates Alzheimer disease pathophysiology in vivo and postmortem », Neurology : Genetics, vol. 4, no 1, 2018, p. 1-9.

TURGEON, Maxime, OUALKACHA, Karim, CIAMPI, Antonio, MIFTAH, Hanane, DEHGHAN, Golsa, ZANKE, Brent W., LESSA BENEDET, Andréa, ROSA NETO, Pedro, M.T. GREENWOOD, Celia, LABBE, Aurélie; « Principal component of explained variance: An efficient and optimal data dimension reduction framework for association studies », Statistical Methods in Medical Research, vol. 27, no 5, 2018, p. 1331-1350.

FAGEERA, Weam, TRAICU, Alexandru, SENGUPTA, Sarojini, FORTIER, Marie-Ève, CHOUDHRY, Zia, LABBE, Aurélie, GRIZENKO, Natalie, JOOBER, Ridha; « Placebo response and its determinants in children with ADHD across multiple observers and settings: A randomized clinical trial », International Journal of Methods in Psychiatric Research, vol. 27, no 1, 2018, p. 1-10.

FOREST, Marie, ITURRIA-MEDINA, Yasser, GOLDMAN, Jennifer S., KLEINMAN, Claudia L., LOVATO, Amanda, KLEIN OROS, Kathleen, EVANS, Alan, CIAMPI, Antonio, LABBE, Aurélie, M.T. GREENWOOD, Celia; « Gene networks show associations with seed region connectivity », Human Brain Mapping, vol. 38, no 6, 2017, p. 3126-3140.

O. HUANG, Lam, INFANTE-RIVARD, Claire, LABBE, Aurélie; « Analysis of case‑parent trios for imprinting effect using a loglinear model with adjustment for sex‑of‑parent‑specifc transmission ratio distortion », Human Genetics, vol. 136, no 8, 2017, p. 951-961.

PASCOAL, Tharick A., MATHOTAARACHCHI, Sulantha, SHIN, Monica, LESSA BENEDET, Andréa, MOHADES, Sara, WANG, Seqian, BEAUDRY, Thomas, KANG, Min Su, SOUCY, Jean-Paul, LABBE, Aurélie, GAUTHIER, Serge, ROSA NETO, Pedro; « Synergistic interaction between amyloid and tau predicts the progression to dementia », Alzheimer's and Dementia: The Journal of the Alzheimer's Association, vol. 13, no 6, 2017, p. 644-653.