Prediction of post transarterial chemoembolization MR images of hepatocellular carcinoma using spatio-temporal graph convolutional networks

por Svecic, Andrei, Mansour, Rihab, Tang, An, Kadoury, Samuel
Publicado 2021

Classification of Alzheimer's and MCI Patients from Semantically Parcelled PET Images: A Comparison between AV45 and FDG-PET

por Nozadi, Seyed Hossein, Kadoury, Samuel, The Alzheimer's Disease Neuroimaging Initiative
Publicado 2018

Artificial intelligence to predict outcomes of head and neck radiotherapy

por Bang, Chulmin, Bernard, Galaad, Le, William T., Lalonde, Arthur, Kadoury, Samuel, Bahig, Houda
Publicado 2023

Combining dense elements with attention mechanisms for 3D radiotherapy dose prediction on head and neck cancers

por Cros, Samuel, Bouttier, Hugo, Nguyen‐Tan, Phuc Felix, Vorontsov, Eugene, Kadoury, Samuel
Publicado 2022

Radiomics using computed tomography to predict CD73 expression and prognosis of colorectal cancer liver metastases

por Saber, Ralph, Henault, David, Messaoudi, Nouredin, Rebolledo, Rolando, Montagnon, Emmanuel, Soucy, Geneviève, Stagg, John, Tang, An, Turcotte, Simon, Kadoury, Samuel
Publicado 2023

Deep learning workflow in radiology: a primer

por Montagnon, Emmanuel, Cerny, Milena, Cadrin-Chênevert, Alexandre, Hamilton, Vincent, Derennes, Thomas, Ilinca, André, Vandenbroucke-Menu, Franck, Turcotte, Simon, Kadoury, Samuel, Tang, An
Publicado 2020

Image-guided Raman spectroscopy navigation system to improve transperineal prostate cancer detection. Part 1: Raman spectroscopy fiber-optics system and in situ tissue characteriza...

por Picot, Fabien, Shams, Roozbeh, Dallaire, Frédérick, Sheehy, Guillaume, Trang, Tran, Grajales, David, Birlea, Mirela, Trudel, Dominique, Ménard, Cynthia, Kadoury, Samuel, Leblond, Frédéric
Publicado 2022

Liver segmentation: indications, techniques and future directions

por Gotra, Akshat, Sivakumaran, Lojan, Chartrand, Gabriel, Vu, Kim-Nhien, Vandenbroucke-Menu, Franck, Kauffmann, Claude, Kadoury, Samuel, Gallix, Benoît, de Guise, Jacques A., Tang, An
Publicado 2017

Quantitative spectral quality assessment technique validated using intraoperative in vivo Raman spectroscopy measurements

por Dallaire, Frédérick, Picot, Fabien, Tremblay, Jean-Philippe, Sheehy, Guillaume, Lemoine, Émile, Agarwal, Rajeev, Kadoury, Samuel, Trudel, Dominique, Lesage, Frédéric, Petrecca, Kevin, Leblond, Frédéric
Publicado 2020

Cross-institutional outcome prediction for head and neck cancer patients using self-attention neural networks

por Le, William Trung, Vorontsov, Eugene, Romero, Francisco Perdigón, Seddik, Lotfi, Elsharief, Mohamed Mortada, Nguyen-Tan, Phuc Felix, Roberge, David, Bahig, Houda, Kadoury, Samuel
Publicado 2022

Impact of brain overgrowth on sensorial learning processing during the first year of life

por López-Arango, Gabriela, Deguire, Florence, Agbogba, Kristian, Boucher, Marc-Antoine, Knoth, Inga S., El-Jalbout, Ramy, Côté, Valérie, Damphousse, Amélie, Kadoury, Samuel, Lippé, Sarah
Publicado 2022

Image-guided Raman spectroscopy navigation system to improve transperineal prostate cancer detection. Part 2: in-vivo tumor-targeting using a classification model combining spectra...

por Grajales, David, Picot, Fabien, Shams, Roozbeh, Dallaire, Frédérick, Sheehy, Guillaume, Alley, Stephanie, Barkati, Maroie, Delouya, Guila, Carrier, Jean-Francois, Birlea, Mirela, Trudel, Dominique, Leblond, Frédéric, Ménard, Cynthia, Kadoury, Samuel
Publicado 2022

MRI-guided focal or integrated boost high dose rate brachytherapy for recurrent prostate cancer

por Ménard, Cynthia, Navarro-Domenech, Inmaculada, Liu, Zhihu (Amy), Joseph, Lisa, Barkati, Maroie, Berlin, Alejandro, Delouya, Guila, Taussky, Daniel, Beauchemin, Marie-Claude, Nicolas, Benedicte, Kadoury, Samuel, Rink, Alexandra, Raman, Srinivas, Sundaramurthy, Aravindhan, Weersink, Robert, Beliveau-Nadeau, Dominic, Helou, Joelle, Chung, Peter
Publicado 2022

Corrigendum: MRI-guided focal or integrated boost high dose rate brachytherapy for recurrent prostate cancer

por Ménard, Cynthia, Navarro-Domenech, Inmaculada, Liu, Zhihu (Amy), Joseph, Lisa, Barkati, Maroie, Berlin, Alejandro, Delouya, Guila, Taussky, Daniel, Beauchemin, Marie-Claude, Nicolas, Benedicte, Kadoury, Samuel, Rink, Alexandra, Raman, Srinivas, Sundaramurthy, Aravindhan, Weersink, Robert, Beliveau-Nadeau, Dominic, Helou, Joelle, Chung, Peter
Publicado 2022

Identification of intraductal carcinoma of the prostate on tissue specimens using Raman micro-spectroscopy: A diagnostic accuracy case–control study with multicohort validation

por Grosset, Andrée-Anne, Dallaire, Frédérick, Nguyen, Tien, Birlea, Mirela, Wong, Jahg, Daoust, François, Roy, Noémi, Kougioumoutzakis, André, Azzi, Feryel, Aubertin, Kelly, Kadoury, Samuel, Latour, Mathieu, Albadine, Roula, Prendeville, Susan, Boutros, Paul, Fraser, Michael, Bristow, Rob G., van der Kwast, Theodorus, Orain, Michèle, Brisson, Hervé, Benzerdjeb, Nazim, Hovington, Hélène, Bergeron, Alain, Fradet, Yves, Têtu, Bernard, Saad, Fred, Leblond, Frédéric, Trudel, Dominique
Publicado 2020

Dimensional reduction based on peak fitting of Raman micro spectroscopy data improves detection of prostate cancer in tissue specimens

por Plante, Arthur, Dallaire, Frédérick, Grosset, Andrée-Anne, Nguyen, Tien, Birlea, Mirela, Wong, Jahg, Daoust, François, Roy, Noémi, Kougioumoutzakis, André, Azzi, Feryel, Aubertin, Kelly, Kadoury, Samuel, Latour, Mathieu, Albadine, Roula, Prendeville, Susan, Boutros, Paul, Fraser, Michael, Bristow, Rob G., van der Kwast, Theodorus, Orain, Michèle, Brisson, Hervé, Benzerdjeb, Nazim, Hovington, Hélène, Bergeron, Alain, Fradet, Yves, Têtu, Bernard, Saad, Fred, Trudel, Dominique, Leblond, Frédéric
Publicado 2021

The Liver Tumor Segmentation Benchmark (LiTS)

por Bilic, Patrick, Christ, Patrick, Li, Hongwei Bran, Vorontsov, Eugene, Ben-Cohen, Avi, Kaissis, Georgios, Szeskin, Adi, Jacobs, Colin, Mamani, Gabriel Efrain Humpire, Chartrand, Gabriel, Lohöfer, Fabian, Holch, Julian Walter, Sommer, Wieland, Hofmann, Felix, Hostettler, Alexandre, Lev-Cohain, Naama, Drozdzal, Michal, Amitai, Michal Marianne, Vivanti, Refael, Sosna, Jacob, Ezhov, Ivan, Sekuboyina, Anjany, Navarro, Fernando, Kofler, Florian, Paetzold, Johannes C., Shit, Suprosanna, Hu, Xiaobin, Lipková, Jana, Rempfler, Markus, Piraud, Marie, Kirschke, Jan, Wiestler, Benedikt, Zhang, Zhiheng, Hülsemeyer, Christian, Beetz, Marcel, Ettlinger, Florian, Antonelli, Michela, Bae, Woong, Bellver, Míriam, Bi, Lei, Chen, Hao, Chlebus, Grzegorz, Dam, Erik B., Dou, Qi, Fu, Chi-Wing, Georgescu, Bogdan, Giró-i-Nieto, Xavier, Gruen, Felix, Han, Xu, Heng, Pheng-Ann, Hesser, Jürgen, Moltz, Jan Hendrik, Igel, Christian, Isensee, Fabian, Jäger, Paul, Jia, Fucang, Kaluva, Krishna Chaitanya, Khened, Mahendra, Kim, Ildoo, Kim, Jae-Hun, Kim, Sungwoong, Kohl, Simon, Konopczynski, Tomasz, Kori, Avinash, Krishnamurthi, Ganapathy, Li, Fan, Li, Hongchao, Li, Junbo, Li, Xiaomeng, Lowengrub, John, Ma, Jun, Maier-Hein, Klaus, Maninis, Kevis-Kokitsi, Meine, Hans, Merhof, Dorit, Pai, Akshay, Perslev, Mathias, Petersen, Jens, Pont-Tuset, Jordi, Qi, Jin, Qi, Xiaojuan, Rippel, Oliver, Roth, Karsten, Sarasua, Ignacio, Schenk, Andrea, Shen, Zengming, Torres, Jordi, Wachinger, Christian, Wang, Chunliang, Weninger, Leon, Wu, Jianrong, Xu, Daguang, Yang, Xiaoping, Yu, Simon Chun-Ho, Yuan, Yading, Yue, Miao, Zhang, Liping, Cardoso, Jorge, Bakas, Spyridon, Braren, Rickmer, Heinemann, Volker, Pal, Christopher, Tang, An, Kadoury, Samuel, Soler, Luc, van Ginneken, Bram, Greenspan, Hayit, Joskowicz, Leo, Menze, Bjoern
Publicado 2023