Publications

Summary of the Fourth International Workshop on Deep Learning for Testing and Testing for Deep Learning (DeepTest 2023)
Matteo Biagiola
Nicolás Cardozo
Donghwan Shin
Foutse Khomh
Andrea Stocco
Vincenzo Riccio
2023-10-16
ACM SIGSOFT Software Engineering Notes (published)
doi.org
Interpreting and Controlling Vision Foundation Models via Text Explanations
Haozhe Chen
Junfeng Yang
Carl Vondrick
Chengzhi Mao
2023-10-15
ArXiv (preprint)
doi.org
arxiv.org
Transparent Anomaly Detection via Concept-based Explanations
Laya Rafiee Sevyeri
Ivaxi Sheth
Farhood Farahnak
S. Enger
2023-10-15
ArXiv (preprint)
doi.org
arxiv.org
ConText-GAN: using contextual texture information for realistic and controllable medical image synthesis*
Marc Adrien Hostin
Shahram Attarian
David Bendahan
Bellemare Marc-Emmanuel
This study proposes an enhancement to the ConText-GAN, an image synthesis model using a controllable texture input. The improvement consists… (see more) in using a texture feature fusion module to reduce the complexity of the model, and enable the use of the OASIS architecture for image generation.
2023-10-14
2023 IEEE EMBS International Conference on Biomedical and Health Informatics (BHI) (published)
doi.org
RelationalUNet for Image Segmentation
Ivaxi Sheth
Pedro H. M. Braga
Shiva Kanth Sujit
Sahar Dastani
S Ebrahimi Kahou
2023-10-14
Machine Learning in Medical Imaging (published)
doi.org
Defining Feasibility as a Criterion for Essential Surgery: A Qualitative Study with Global Children’s Surgery Experts
Alizeh Abbas
Henry E. Rice
Dan Poenaru
Lubna Samad
2023-10-13
World Journal of Surgery (published)
doi.org
Jointly-Learned Exit and Inference for a Dynamic Neural Network : JEI-DNN
Florence Regol
Joud Chataoui
Mark J. Coates
2023-10-12
ArXiv (preprint)
doi.org
arxiv.org
Predicting Solar PV Output Based on Hybrid Deep Learning and Physical
Models: Case Study of Morocco
Samira Abousaid
Loubna Benabbou
Hanane Dagdougui
Ismail Belhaj
Abdelaziz Berrado
Hicham Bouzekri
2023-10-12
Recent Advances in Electrical & Electronic Engineering (Formerly Recent Patents on Electrical & Electronic Engineering) (published)
doi.org
Prognosis of critically ill immunocompromised patients with virus-detected acute respiratory failure
Guillaume Dumas
Maxime Bertrand
Virginie Lemiale
Emmanuel Canet
François Barbier
Achille Kouatchet
Alexandre Demoule
Kada Klouche
Anne-Sophie Moreau
Laurent Argaud
Florent Wallet
Jean Herlé Raphalen
Djamel Mokart
Fabrice Bruneel
Frédéric Pène
Elie Azoulay
2023-10-12
Annals of Intensive Care (published)
doi.org
A cry for help: Early detection of brain injury in newborns
Charles Onu
Samantha Latremouille
Arsenii Gorin
Junhao Wang
Uchenna Ekwochi
P. Ubuane
O. Kehinde
Muhammad A. Salisu
Datonye Briggs
Yoshua Bengio
Doina Precup
2023-10-11
ArXiv (preprint)
doi.org
arxiv.org
Going beyond the means: Exploring the role of bias from digital determinants of health in technologies
Marie-Laure Charpignon
Adrien Carrel
Yihang Jiang
Teddy Kwaga
Beatriz Cantada
Terry Hyslop
Christopher E. Cox
Krista Haines
Valencia Koomson
Guillaume Dumas
Michael Morley
Jessilyn Dunn
An-Kwok Ian Wong
2023-10-11
PLOS Digital Health (published)
doi.org
AAPM Medical Physics Practice Guideline 14.a: Yttrium‐90 microsphere radioembolization
Nathan C. Busse
Muthana S. A. L. Al‐Ghazi
Nadine Abi‐Jaoudeh
Diane Alvarez
Ahmet S. Ayan
Erli Chen
Michael D. Chuong
William A. Dezarn
S. Enger
Stephen A. Graves
Robert F. Hobbs
Mary Ellen Jafari
S. Peter Kim
Nichole M. Maughan
Andrew M. Polemi
Jennifer R. Stickel
2023-10-10
Journal of Applied Clinical Medical Physics (published)
doi.org