Journaux
- Maleki F, Le WT, Sananmuang T, Kadoury S, Forghani R. Machine Learning Applications for Head and Neck Imaging. Neuroimaging Clinics. 2020 Nov.
- Le WT, Maleki F, Romero FP, Forghani R, Kadoury S. Overview of Machine Learning: Part 2: Deep Learning for Medical Image Analysis. Neuroimaging Clinics. 2020 Nov.
- Oulbacha R, Kadoury S. MRI to C‐arm Spine Registration through Pseudo3D Cycle GANs with Differentiable Histograms. Med Phys. 2020 Oct.
- Grosset AA, Dallaire F, Nguyen T, Birlea M, Wong J, Daoust F, Roy N, Kougioumoutzakis A, Azzi F, Aubertin K, Kadoury S. Identification of intraductal carcinoma of the prostate on tissue specimens using Raman micro-spectroscopy: A diagnostic accuracy case–control study with multicohort validation. PLoS Medicine. 2020 Aug.
- Li H, Mezheritsky T, Romaguera LV, Kadoury S. 3D B-mode ultrasound speckle reduction using deep learning for 3D registration applications. arXiv preprint arXiv:2008.01147. 2020 Aug.
- Romaguera LV, Plantefève R, Romero FP, Hébert F, Carrier JF, Kadoury S. Prediction of in-plane organ deformation during free-breathing radiotherapy via discriminative spatial transformer networks. MedIA. 2020 Jun.
- Svecic A, Roberge D, Kadoury S. Prediction of Inter-fractional Radiotherapy Dose Plans with Domain Translation in Spatiotemporal Embeddings. MedIA. 2020 May.
- Dallaire F, Picot F, Tremblay JP, Sheehy G, Lemoine É, Agarwal R, Kadoury S, Trudel D, Lesage F, Petrecca K, Leblond F. Quantitative spectral quality assessment technique validated using intraoperative in vivo Raman spectroscopy measurements. JBO. 2020 Apr.
- Mansour R, Thibodeau Antonacci A, Bilodeau L, Vazquez Romaguera L, Cerny M, Gilbert G, Tang A, Kadoury S. Impact of temporal resolution and motion correction for dynamic contrast-enhanced MRI of the liver using an accelerated golden-angle radial sequence. Phys Med Biol. 2020 Apr.
- Maaref A, Perdigon Romero F, Montagnon E, Cerny M, Nguyen B, Vandenbroucke F, Soucy G, Turcotte S, Tang A, Kadoury S. Predicting the response to FOLFOX-based chemotherapy regimen from untreated liver metastases on baseline CT: A deep neural network approach. JoDI. 2020 Mar.
- Shams R, Picot F, Grajales D, Sheehy G, Dallaire F, Birlea M, Saad F, Dominique Trudel D, Cynthia Menard C, Leblond F, Samuel Kadoury S. Pre-clinical evaluation of an image-guided in-situ Raman spectroscopy navigation system for targeted prostate cancer interventions. IJCARS. 2020 Mar.
- Montagnon E, Cerny M, Cadrin-Chênevert A, Hamilton V, Derennes T, Ilinca A, Vandenbroucke-Menu F, Turcotte S, Kadoury S, Tang A. Deep learning workflow in radiology: a primer. I3. 2020 Feb.
- Shen J, Parent S, Wu J, Aubin CE, MacThiong JM, Kadoury K, Newton P, Lenke LG, Lafage V, Barchi S, Labelle H. Towards a new 3D classification for adolescent idiopathic scoliosis. Spine Deformity. 2020 Feb.
Conferences
- Le W, Romero FP, Kadoury S. Convolutionally Normalized Survival Prediction of Head and Neck Cancer Using Planning CT. In IJROBP. 2020 Nov.
- Menard C, Lopera D, Shams R, Barkati M, Delouya G, Béliveau-Nadeau D, Nicolas B, Benhacene-Boudam MK, Juneau D, DaSilva J, Carrier JF. MRI/PET Directed and TRUS/EM Guided Prostate Tumor Targeted HDR Brachytherapy: Performance of a Prototype System. IJROBP. 2020 Nov.
- Mandel W, Parent S, Kadoury S. Intra-operative Forecasting of Growth Modulation Spine Surgery Outcomes with Spatio-Temporal Dynamic Networks. In MICCAI. 2020 Oct.
- Romaguera LV, Plantefève R, and Kadoury S. Spatiotemporal motion prediction in free-breathing liver scans via a recurrent multi-scale encoder decoder. In MIDL. 2020 May.
- Monet F, Sefati S, Lorre P, Poiffaut A, Kadoury S, Armand M, Iordachita I, and Kashyap R. High-resolution optical fiber shape sensing of continuum robots: A comparative study. In ICRA. 2020 May (submitted paper).
- Alley S, Fedorov A, Ménard C, and Kadoury S. Improving the repeatability of radiomic analysis of the prostate through deep normalization of T2w MRI inputs. In ISMRM. 2020 Apr (accepted poster).
- Oulbacha R, and Kadoury S. MRI to CT synthesis of the lumbar spine from a pseudo 3D cycle GAN. In ISBI. 2020 Apr.
- Mezheritsky T, Vazquez Romaguera L, and Kadoury S. 3D ultrasound generation from partial 2D observations using fully convolutional and spatial transformation networks. In ISBI. 2020 Apr.
- Shams R, Menard C, Lopera D, Béliveau-Nadeau D, Delouya G, Boudam K, Carrier JF, and Kadoury S. Registration accuracy of an integrated MR-TRUS navigation system for prostate HDR brachytherapy. In ESTRO. 2020 Apr (accepted paper).
- Picot F, Sheehy G, Dallaire F, Tremblay JP, Daoust F, Lemoine É, Chaikho L, Bégin T, Petrecca K, Kadoury S, and Leblond F. Data compatibility across point probe Raman spectroscopy systems and its impact on statistical models portability. In Clinical Biophotonics. 2020 Apr (Conference Presentation).
- Lorre P, Monet F, Gauthier M, Poiffaut A, Roberge A, Kadoury S, and Kashyap R. Extruded complex optical fiber structures for shape sensing and biomedical applications. In Integrated Optics: Devices, Materials, and Technologies XXIV. 2020 Mar (Conference Presentation).
- Alley S, Fedorov A, Menard C, and Kadoury S. Evaluation of intensity-based deformable registration techniques of multi-parametric MRI for radiomics analysis of the prostate. In SPIE Medical Imaging, Houston. 2020 Febr.
