Samuel Kadoury

About Samuel Kadoury

Samuel Kadoury, With an exceptional h-index of 40 and a recent h-index of 32 (since 2020), a distinguished researcher at École Polytechnique de Montréal, specializes in the field of Medical imaging, Deep learning, Image-guided therapy, Precision oncology, Semi-supervised learning.

His recent articles reflect a diverse array of research interests and contributions to the field:

Robot-assisted biopsy sampling for online Raman spectroscopy cancer confirmation in the operating room

Human-scale navigation of magnetic microrobots in hepatic arteries

Dynamic Prediction of Toxicities in Head and Neck Cancer Radiotherapy by 3D Convolutional Neural Network Using Daily Cone-Beam CTs

RNA sequencing-based histological subtyping of non-small cell lung cancer with generative adversarial data imputation

From Mesh Completion to AI Designed Crown

Prediction of a T-cell/MHC-I-based immune profile for colorectal liver metastases from CT images using ensemble learning

End-To-End Deformable Attention Graph Neural Network for Single-View Liver Mesh Reconstruction

A least square generative network based on invariant contrastive feature pair learning for multimodal MR image synthesis

Samuel Kadoury Information

University

Position

___

Citations(all)

8766

Citations(since 2020)

6459

Cited By

4619

hIndex(all)

40

hIndex(since 2020)

32

i10Index(all)

94

i10Index(since 2020)

76

Email

University Profile Page

Google Scholar

Samuel Kadoury Skills & Research Interests

Medical imaging

Deep learning

Image-guided therapy

Precision oncology

Semi-supervised learning

Top articles of Samuel Kadoury

Title

Journal

Author(s)

Publication Date

Robot-assisted biopsy sampling for online Raman spectroscopy cancer confirmation in the operating room

International Journal of Computer Assisted Radiology and Surgery

David Grajales

William T Le

Trang Tran

Sandryne David

Frédérick Dallaire

...

2024/4/4

Human-scale navigation of magnetic microrobots in hepatic arteries

Science Robotics

Ning Li

Phillip Fei

Cyril Tous

Mahdi Rezaei Adariani

Marie-Lou Hautot

...

2024/2/14

Dynamic Prediction of Toxicities in Head and Neck Cancer Radiotherapy by 3D Convolutional Neural Network Using Daily Cone-Beam CTs

International Journal of Radiation Oncology, Biology, Physics

Charmin Bang

W Le

Phuc Felix Nguyen-Tan

Edith Filion

Denis Soulières

...

2023/10/1

RNA sequencing-based histological subtyping of non-small cell lung cancer with generative adversarial data imputation

Ralph Saber

Bertrand Routy

Simon Turcotte

Samuel Kadoury

2023/10/15

From Mesh Completion to AI Designed Crown

Golriz Hosseinimanesh

Farnoosh Ghadiri

Francois Guibault

Farida Cheriet

Julia Keren

2023/10/1

Prediction of a T-cell/MHC-I-based immune profile for colorectal liver metastases from CT images using ensemble learning

arXiv preprint arXiv:2303.04149

Ralph Saber

David Henault

Rolando Rebolledo

Simon Turcotte

Samuel Kadoury

2023/3/6

End-To-End Deformable Attention Graph Neural Network for Single-View Liver Mesh Reconstruction

arXiv preprint arXiv:2303.07432

Matej Gazda

Peter Drotar

Liset Vazquez Romaguera

Samuel Kadoury

2023/3/13

A least square generative network based on invariant contrastive feature pair learning for multimodal MR image synthesis

International Journal of Computer Assisted Radiology and Surgery

Redha Touati

Samuel Kadoury

2023/6

Image-level supervision and self-training for transformer-based cross-modality tumor segmentation

arXiv preprint arXiv:2309.09246

Malo de Boisredon

Eugene Vorontsov

William Trung Le

Samuel Kadoury

2023/9/17

Towards Real-Time Confirmation of Breast Cancer in the OR Using CNN-Based Raman Spectroscopy Classification

David Grajales

William Le

Frédérick Dallaire

Guillaume Sheehy

Sandryne David

...

2023/10/7

Artificial intelligence to predict outcomes of head and neck radiotherapy

Clinical and Translational Radiation Oncology

Chulmin Bang

Galaad Bernard

William T Le

Arthur Lalonde

Samuel Kadoury

...

2023/3/1

Radiomics analysis of baseline computed tomography to predict oncological outcomes in patients treated for resectable colorectal cancer liver metastasis

Emmanuel Montagnon

Milena Cerny

Vincent Hamilton

Thomas Derennes

André Ilinca

...

2023/4/17

Design of a Patient-Specific Respiratory-Motion-Simulating Platform for In Vitro 4D Flow MRI

Annals of Biomedical Engineering

Ning Li

Cyril Tous

Ivan P Dimov

Phillip Fei

Quan Zhang

...

2023/5

Automated liver segmentation and steatosis grading using deep learning on B-mode ultrasound images

Pedro Vianna

Merve Kulbay

Pamela Boustros

Sara-Ivana Calce

Cassandra Larocque-Rigney

...

2023/9/3

Comparison of radiologists and deep learning for US grading of hepatic steatosis

Radiology

Pedro Vianna

Sara-Ivana Calce

Pamela Boustros

Cassandra Larocque-Rigney

Laurent Patry-Beaudoin

...

2023/10/3

The liver tumor segmentation benchmark (lits)

Medical Image Analysis

Patrick Bilic

Patrick Christ

Hongwei Bran Li

Eugene Vorontsov

Avi Ben-Cohen

...

2023/2/1

Impact of train-and test-time Hounsfield unit window variation on CT segmentation of liver lesions

Z Abboud

Samuel Kadoury

2023/4/3

Methods and systems for reconstructing a 3d anatomical structure undergoing non-rigid motion

2023/4/27

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

Gabriela López-Arango

Florence Deguire

Kristian Agbogba

Élisabeth Audet-Duchesne

Marc-Antoine Boucher

...

2023/8/7

M-GenSeg: Domain Adaptation for Target Modality Tumor Segmentation with Annotation-Efficient Supervision

Malo Alefsen

Eugene Vorontsov

Samuel Kadoury

2023/10/1

See List of Professors in Samuel Kadoury University(École Polytechnique de Montréal)