35 citations · 90 across the 12 of their papers we have counts for
5 papers · 1 filter
MedShapeNet -- A Large-Scale Dataset of 3D Medical Shapes for Computer Vision
Jianning Li, Zongwei Zhou, Jiancheng Yang +154
Prior to the deep learning era, shape was commonly used to describe the objects. Nowadays, state-of-the-art (SOTA) algorithms in medical imaging are predominantly diverging from co…
Deep Generative Models for Physiological Signals: A Systematic Literature Review
Nour Neifar, Afef Mdhaffar, Achraf Ben-Hamadou +1
In this paper, we present a systematic literature review on deep generative models for physiological signals, particularly electrocardiogram (ECG), electroencephalogram (EEG), phot…
Graph Self-Supervised Learning for Endoscopic Image Matching
Manel Farhat, Achraf Ben-Hamadou
Accurate feature matching and correspondence in endoscopic images play a crucial role in various clinical applications, including patient follow-up and rapid anomaly localization t…
DiffECG: A Versatile Probabilistic Diffusion Model for ECG Signals Synthesis
Nour Neifar, Achraf Ben-Hamadou, Afef Mdhaffar +1
Within cardiovascular disease detection using deep learning applied to ECG signals, the complexities of handling physiological signals have sparked growing interest in leveraging d…
3DTeethSeg'22: 3D Teeth Scan Segmentation and Labeling Challenge
Achraf Ben-Hamadou, Oussama Smaoui, Ahmed Rekik +29
Teeth localization, segmentation, and labeling from intra-oral 3D scans are essential tasks in modern dentistry to enhance dental diagnostics, treatment planning, and population-ba…