JournauX

• Francoeur J, Roberge A, Lorre P, Monet F, Wright C, Kadoury S, Kashyap R. Optical frequency domain reflectometry shape sensing using an extruded optical fiber triplet for intra-arterial guidance. Optics Express. 2023 Jan.
• Romaguera LV, Alley S, Carrier JF, Kadoury S. Conditional-based Transformer network with learnable queries for 4D deformation forecasting and tracking. T-MI. 2023 Jan.
• Bilic P, Christ P, Li HB, Vorontsov E, Ben-Cohen A, Kaissis G, Szeskin A, Jacobs C, Mamani GE, Chartrand G, Lohöfer F. The liver tumor segmentation benchmark (LiTS). MedIA. 2023 Fev.
• López-Arango G, Deguire F, Agbogba K, Audet-Duchesne É, Boucher MA, Knoth IS, El-Jalbout R, Damphousse A, Kadoury S, Lippé S. Impact of macrocephaly, as an isolated trait, on EEG signal as measured by spectral power and multiscale entropy during the first year of life. Developmental Neuroscience. 2023 Fev.
• Bang C, Bernard G, Le WT, Lalonde A, Kadoury S, Bahig H. Artificial intelligence to predict outcomes of head and neck radiotherapy. Clinical and Translational Radiation Oncology. 2023 Mar.
• Touati R, Kadoury S. A least square generative network based on invariant contrastive feature pair learning for multimodal MR image synthesis. IJCARS. 2023 Avr.
• Li N, Tous C, Dimov IP, Fei P, Zhang Q, Lessard S, Moran G, Jin N, Kadoury S, Tang A, Martel S. Design of a Patient-Specific Respiratory-Motion-Simulating Platform for In Vitro 4D Flow MRI. Annals of Biomedical Engineering. 2023 Mai.
• Touati R, Kadoury S. Bidirectional feature matching based on deep pairwise contrastive learning for multiparametric MRI image synthesis. Physics in Medicine and Biology. 2023 Mai.
• Saber R, Henault D, Messaoudi N, Rebolledo R, Montagnon E, Soucy G, Stagg J, Tang A, Turcotte S, Kadoury S. Radiomics using computed tomography to predict CD73 expression and prognosis of colorectal cancer liver metastases. Journal of translational medicine. 2023 Jui.
• Bang C, Le W, Nguyen-Tan PF, Filion E, Soulières D, O'Sullivan B, Christopoulos A, Bissada E, Ayad T, Guertin L, Lalonde A. Dynamic Prediction of Toxicities in Head and Neck Cancer Radiotherapy by 3D Convolutional Neural Network Using Daily Cone-Beam CTs. IJROBP. 2023 Oct.
• Vianna P, Calce SI, Boustros P, Larocque-Rigney C, Patry-Beaudoin L, Luo YH, Aslan E, Marinos J, Alamri TM, Vu KN, Murphy-Lavallée J. Comparison of radiologists and deep learning for US grading of hepatic steatosis. Radiology. 2023 Oct.

PRÉIMPRESSION

• Saber R, Henault D, Rebolledo R, Turcotte S, Kadoury S. Prediction of a T-cell/MHC-I-based immune profile for colorectal liver metastases from CT images using ensemble learning. arXiv. 2023 Mar.
• Le WT, Bang C, Cordelle P, Markel D, Nguyen-Tan PF, Bahig H, Kadoury S. Comparing 3D deformations between longitudinal daily CBCT acquisitions using CNN for head and neck radiotherapy toxicity prediction. arXiv. 2023 Mar.
• Gazda M, Drotar P, Romaguera LV, Kadoury S. End-to-end Deformable Attention Graph Neural Network for Single-view Liver Mesh Reconstruction. arXiv. 2023 Mar.
• Montagnon E, Cerny M, Hamilton V, Derennes T, Ilinca A, Elforaici M, Jabbour G, Edmond R, Wu A, Romero F, Cadrin-Chênevert A. Radiomics analysis of baseline computed tomography to predict oncological outcomes in patients treated for resectable colorectal cancer liver metastasis. Research Square. 2023 Avr.
• de Boisredon M, Vorontsov E, Le WT, Kadoury S. Image-level supervision and self-training for transformer-based cross-modality tumor segmentation. arXiv. 2023 Sep.
• Elforaici ME, Montagnon E, Romero FP, Le WT, Azzi F, Trudel D, Nguyen B, Turcotte S, Tang A, Kadoury S. Semi-supervised ViT knowledge distillation network with style transfer normalization for colorectal liver metastases survival prediction. arXiv. 2023 Nov.

CONFÉRENCES

• Ouraou E, Romaguera LV, Tonneau M, Bahig H, Kadoury S. Prediction of free-breathing 4DCT lung deformation using probabilistic motion auto-encoders. SPIE Medical Imaging. 2023 Avr.
• Abboud Z, Kadoury S. Impact of train-and test-time Hounsfield unit window variation on CT segmentation of liver lesions. SPIE Medical Imaging. 2023 Avr.
• Saber R, Henault D, Rebolledo R, Turcotte S, Kadoury S. Ensemble Tabnet Predicting a T-Cell/MHC-I-Based Immune Profile Biomarker for Colorectal Liver Metastases from CT Images. IEEE 20th ISBI. 2023 Avr.
• Le WT, Bang C, Cordelle P, Markel D, Nguyen-Tan PF, Bahig H, Kadoury S. Prediction of Head and Neck Radiotherapy Toxicity Using a Deformable 3D CNN on Longitudinal Daily CBCT Acquisitions. IEEE 20th ISBI. 2023 Avr.
• Vianna P, Kulbay M, Boustros P, Calce SI, Larocque-Rigney C, Patry-Beaudoin L, Luo YH, Chaudary M, Kadoury S, Nguyen B, Montagnon E. Automated liver segmentation and steatosis grading using deep learning on B-mode ultrasound images. IEEE IUS. 2023 Sep.
• Thibeault S, Parent S, Kadoury S. Intra-operative Forecasting of Standing Spine Shape with Articulated Neural Kernel Fields. MICCAI. 2023 Oct.
• Alefsen M, Vorontsov E, Kadoury S. M-GenSeg: Domain Adaptation for Target Modality Tumor Segmentation with Annotation-Efficient Supervision. MICCAI. 2023 Oct.
• Grajales D, Le W, Dallaire F, Sheehy G, David S, Tran T, Leblond F, Ménard C, Kadoury S. Towards Real-Time Confirmation of Breast Cancer in the OR Using CNN-Based Raman Spectroscopy Classification. MICCAI Workshop on Cancer Prevention through Early Detection. 2023 Oct.
• Saber R, Routy B, Turcotte S, Kadoury S. RNA sequencing-based histological subtyping of non-small cell lung cancer with generative adversarial data imputation. IEEE BHI. 2023 Oct.

BREVETS

• Romaguera LV, Mezheritsky T, Kadoury S, inventors. Methods and systems for reconstructing a 3d anatomical structure undergoing non-rigid motion. United States patent application US 17/911,294. 2023 Avr.
• Kadoury S, Finley E, inventors; Nuvasive Inc, assignee. Intervertebral disc modeling. United States patent US 11,798,229. 2023 Oct.