Search Results for author: Dawood Al Chanti

Found 7 papers, 3 papers with code

Semantic Textual Similarity Assessment in Chest X-ray Reports Using a Domain-Specific Cosine-Based Metric

1 code implementation19 Feb 2024 Sayeh Gholipour Picha, Dawood Al Chanti, Alice Caplier

Medical language processing and deep learning techniques have emerged as critical tools for improving healthcare, particularly in the analysis of medical imaging and medical text data.

Machine Translation Semantic Similarity +1

How far generated data can impact Neural Networks performance?

2 code implementations27 Mar 2023 Sayeh Gholipour Picha, Dawood Al Chanti, Alice Caplier

For the data generation process, we consider generating facial expressions (FEs) by relying on two GANs.

Facial Expression Recognition

Optimal Latent Vector Alignment for Unsupervised Domain Adaptation in Medical Image Segmentation

no code implementations15 Jun 2021 Dawood Al Chanti, Diana Mateus

Thanks to the VAE, our model learns a shared cross-domain latent space that follows a normal distribution, which reduces the domain shift.

Heart Segmentation Image Segmentation +5

IFSS-Net: Interactive Few-Shot Siamese Network for Faster Muscle Segmentation and Propagation in Volumetric Ultrasound

1 code implementation26 Nov 2020 Dawood Al Chanti, Vanessa Gonzalez Duque, Marion Crouzier, Antoine Nordez, Lilian Lacourpaille, Diana Mateus

We present an accurate, fast and efficient method for segmentation and muscle mask propagation in 3D freehand ultrasound data, towards accurate volume quantification.

Decoder Few-Shot Learning

Improving Bag-of-Visual-Words Towards Effective Facial Expressive Image Classification

no code implementations30 Sep 2018 Dawood Al Chanti, Alice Caplier

The efficiency of the proposed algorithm is compared with standard bag of visual words method and with bag of visual words method with spatial pyramid.

Clustering feature selection +2

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