Learning normalized inputs for iterative estimation in medical image segmentation
Drozdzal, Michal, Chartrand, Gabriel, Vorontsov, Eugene, Shakeri, Mahsa, Di Jorio, Lisa, Tang, An, Romero, Adriana, Bengio, Yoshua, Pal, Chris, Kadoury, Samuel
Published in Medical image analysis (01.02.2018)
Published in Medical image analysis (01.02.2018)
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Journal Article
Dual Adversarial Inference for Text-to-Image Synthesis
Lao, Qicheng, Havaei, Mohammad, Pesaranghader, Ahmad, Dutil, Francis, Jorio, Lisa Di, Fevens, Thomas
Published in 2019 IEEE/CVF International Conference on Computer Vision (ICCV) (01.10.2019)
Published in 2019 IEEE/CVF International Conference on Computer Vision (ICCV) (01.10.2019)
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Conference Proceeding
CMIM: Cross-Modal Information Maximization For Medical Imaging
Sylvain, Tristan, Dutil, Francis, Berthier, Tess, Di Jorio, Lisa, Luck, Margaux, Hjelm, Devon, Bengio, Yoshua
Published in ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (06.06.2021)
Published in ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (06.06.2021)
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Conference Proceeding
Generalization optimizing machine learning to improve CT scan radiomics and assess immune checkpoint inhibitors' response in non-small cell lung cancer: a multicenter cohort study
Tonneau, Marion, Phan, Kim, Manem, Venkata S K, Low-Kam, Cecile, Dutil, Francis, Kazandjian, Suzanne, Vanderweyen, Davy, Panasci, Justin, Malo, Julie, Coulombe, François, Gagné, Andréanne, Elkrief, Arielle, Belkaïd, Wiam, Di Jorio, Lisa, Orain, Michele, Bouchard, Nicole, Muanza, Thierry, Rybicki, Frank J, Kafi, Kam, Huntsman, David, Joubert, Philippe, Chandelier, Florent, Routy, Bertrand
Published in Frontiers in oncology (20.07.2023)
Published in Frontiers in oncology (20.07.2023)
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Journal Article
Automated Detection of Anatomical Landmarks During Colonoscopy Using a Deep Learning Model
Taghiakbari, Mahsa, Hamidi Ghalehjegh, Sina, Jehanno, Emmanuel, Berthier, Tess, di Jorio, Lisa, Ghadakzadeh, Saber, Barkun, Alan, Takla, Mark, Bouin, Mickael, Deslandres, Eric, Bouchard, Simon, Sidani, Sacha, Bengio, Yoshua, von Renteln, Daniel
Published in Journal of the Canadian Association of Gastroenterology (01.08.2023)
Published in Journal of the Canadian Association of Gastroenterology (01.08.2023)
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Journal Article
Deep Learning for Automated Segmentation of Liver Lesions at CT in Patients with Colorectal Cancer Liver Metastases
Vorontsov, Eugene, Cerny, Milena, Régnier, Philippe, Di Jorio, Lisa, Pal, Christopher J, Lapointe, Réal, Vandenbroucke-Menu, Franck, Turcotte, Simon, Kadoury, Samuel, Tang, An
Published in Radiology. Artificial intelligence (01.03.2019)
Published in Radiology. Artificial intelligence (01.03.2019)
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Journal Article
Precision-Weighted Federated Learning
Reyes, Jonatan, Di Jorio, Lisa, Low-Kam, Cecile, Kersten-Oertel, Marta
Year of Publication 20.07.2021
Year of Publication 20.07.2021
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Journal Article
Cross-Modal Information Maximization for Medical Imaging: CMIM
Sylvain, Tristan, Dutil, Francis, Berthier, Tess, Di Jorio, Lisa, Luck, Margaux, Hjelm, Devon, Bengio, Yoshua
Year of Publication 20.10.2020
Year of Publication 20.10.2020
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Journal Article
Dual Adversarial Inference for Text-to-Image Synthesis
Lao, Qicheng, Havaei, Mohammad, Pesaranghader, Ahmad, Dutil, Francis, Di Jorio, Lisa, Fevens, Thomas
Year of Publication 14.08.2019
Year of Publication 14.08.2019
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Journal Article
Application of Homomorphic Encryption in Medical Imaging
Dutil, Francis, See, Alexandre, Lisa Di Jorio, Chandelier, Florent
Published in arXiv.org (12.10.2021)
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Published in arXiv.org (12.10.2021)
Paper
Efficient Neural Task Adaptation by Maximum Entropy Initialization
Varno, Farshid, Soleimani, Behrouz Haji, Saghayi, Marzie, Di Jorio, Lisa, Matwin, Stan
Year of Publication 25.05.2019
Year of Publication 25.05.2019
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Journal Article
InfoMask: Masked Variational Latent Representation to Localize Chest Disease
Taghanaki, Saeid Asgari, Havaei, Mohammad, Berthier, Tess, Dutil, Francis, Di Jorio, Lisa, Hamarneh, Ghassan, Bengio, Yoshua
Year of Publication 27.03.2019
Year of Publication 27.03.2019
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Journal Article
Precision-Weighted Federated Learning
Reyes, Jonatan, Lisa Di Jorio, Low-Kam, Cecile, Kersten-Oertel, Marta
Published in arXiv.org (20.07.2021)
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Published in arXiv.org (20.07.2021)
Paper
Cross-Modal Information Maximization for Medical Imaging: CMIM
Sylvain, Tristan, Dutil, Francis, Berthier, Tess, Lisa Di Jorio, Luck, Margaux, Hjelm, Devon, Bengio, Yoshua
Published in arXiv.org (01.02.2021)
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Published in arXiv.org (01.02.2021)
Paper
Learning Normalized Inputs for Iterative Estimation in Medical Image Segmentation
Drozdzal, Michal, Chartrand, Gabriel, Vorontsov, Eugene, Di Jorio, Lisa, Tang, An, Romero, Adriana, Bengio, Yoshua, Pal, Chris, Kadoury, Samuel
Year of Publication 16.02.2017
Year of Publication 16.02.2017
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Journal Article