Zobrazeno 1 - 10
of 1 342
pro vyhledávání: '"P, Houzé"'
Medical image segmentation is crucial for accurate clinical diagnoses, yet it faces challenges such as low contrast between lesions and normal tissues, unclear boundaries, and high variability across patients. Deep learning has improved segmentation
Externí odkaz:
http://arxiv.org/abs/2411.14353
Recent advancements in artificial intelligence (AI) have precipitated a paradigm shift in medical imaging, particularly revolutionizing the domain of brain imaging. This paper systematically investigates the integration of deep learning -- a principa
Externí odkaz:
http://arxiv.org/abs/2410.13099
Neural networks with relatively shallow layers and simple structures may have limited ability in accurately identifying pneumonia. In addition, deep neural networks also have a large demand for computing resources, which may cause convolutional neura
Externí odkaz:
http://arxiv.org/abs/2406.08837
This research aims to explore the application of deep learning in autonomous driving computer vision technology and its impact on improving system performance. By using advanced technologies such as convolutional neural networks (CNN), multi-task joi
Externí odkaz:
http://arxiv.org/abs/2406.00490
Robust 3D object detection remains a pivotal concern in the domain of autonomous field robotics. Despite notable enhancements in detection accuracy across standard datasets, real-world urban environments, characterized by their unstructured and dynam
Externí odkaz:
http://arxiv.org/abs/2405.07479
Change detection is a fundamental task in computer vision that processes a bi-temporal image pair to differentiate between semantically altered and unaltered regions. Large language models (LLMs) have been utilized in various domains for their except
Externí odkaz:
http://arxiv.org/abs/2403.15943
Publikováno v:
International Journal of Computer Science and Information Technology, 2024, 2(1), 1-9
This study conducts a thorough examination of malware detection using machine learning techniques, focusing on the evaluation of various classification models using the Mal-API-2019 dataset. The aim is to advance cybersecurity capabilities by identif
Externí odkaz:
http://arxiv.org/abs/2403.02232
Autor:
Tanbir Kaur Sodhi, Pascal Chrétien, Quang Chieu Bui, Amaury Chevillard, Laurent Travers, Martina Morassi, Maria Tchernycheva, Frédéric Houzé, Noelle Gogneau
Publikováno v:
Nanoenergy Advances, Vol 4, Iss 2, Pp 133-146 (2024)
The optimization of the new generation of piezoelectric nanogenerators based on 1D nanostructures requires a fundamental understanding of the different physical mechanisms at play, especially those that become predominant at the nanoscale regime. One
Externí odkaz:
https://doaj.org/article/0e8acd187f6247a9a820bebdbedbec0e
Autor:
Ying Zhou, Karen Leahy, Andrew Grose, Joseph Lykins, Maryam Siddiqui, Nicole Leong, Perpetua Goodall, Shawn Withers, Kevin Ashi, Stephen Schrantz, Vera Tesic, Ana Precy Abeleda, Kathleen Beavis, Fatima Clouser, Mahmoud Ismail, Monica Christmas, Raphael Piarroux, Denis Limonne, Emmanuelle Chapey, Sylvie Abraham, Isabelle Baird, Juliette Thibodeau, Kenneth M Boyer, Elizabeth Torres, Shannon Conrey, Kanix Wang, Mary Allen Staat, Nancy Back, Coralie L'Ollivier, Caroline Mahinc, Pierre Flori, Jorge Gomez-Marin, Francois Peyron, Sandrine Houzé, Martine Wallon, Rima McLeod
Publikováno v:
PLoS Neglected Tropical Diseases, Vol 18, Iss 5, p e0011335 (2024)
BackgroundCongenital toxoplasmosis is a treatable, preventable disease, but untreated causes death, prematurity, loss of sight, cognition and motor function, and substantial costs worldwide.ObjectivesWe asked whether high performance of an Immunochro
Externí odkaz:
https://doaj.org/article/30810daaec3a44179b7348fbdd31aa9d
Autor:
Olivier Paccoud, Xavier Chamillard, Eric Kendjo, Isabelle Vinatier, Laure Surgers, Denis Magne, Benjamin Wyplosz, Adéla Angoulvant, Olivier Bouchaud, Arezki Izri, Sophie Matheron, Sandrine Houzé, Marc Thellier, Alioune P. Ndour, Pierre Buffet, Eric Caumes, Stéphane Jauréguiberry
Publikováno v:
International Journal of Infectious Diseases, Vol 137, Iss , Pp 144-148 (2023)
Objectives: Positive direct antiglobulin tests (DATs) have been reported in cases of post-artesunate delayed hemolysis (PADH), but the causal role of auto-immune hemolysis remains unclear. We aimed to analyze a cohort of patients with PADH and DAT du
Externí odkaz:
https://doaj.org/article/184bfee49c30423ebc37018c98de8ab2