Publications

Few-Shot Logical Anomaly Detection via Symbolic Constraint Extraction with Grounded Explanations

Malihe Dahmardeh, Dawood Al Chanti, Mauro Dalla Mura, Francesco Setti

British Machine Vision Conference (BMVC) 2026 · To be presented.

Accepted on 21 August 2026.

Localization Gains from Explanation Regularization Should Not Be Interpreted as Faithfulness Gains

3rd International Conference on Explainable AI for Neural and Symbolic Methods

Acceptance announced 03 Sep 2026.

Knee Injury Risk Estimation Using Deep Learning and Large Language Models (LLMs)

48th IEEE EMBS annual international conference

Acceptance announced 15 Apr 2026.

Denoise then Train: Improving the Performance of Unsupervised Anomaly Detection Models under Label-Level Noise

ICPR 2026

Acceptance announced 31 Mar 2026.

Trust but verify: Image-aware evaluation of radiology report generators

S. Gholipour Picha, D. Al Chanti, A. Caplier

VICCA: Visual interpretation and comprehension of chest X-ray anomalies in generated report without human feedback

S. Gholipour Picha, D. Al Chanti, A. Caplier

An Introduction to Artificial Intelligence in Medicine and Its Role in Oral Potentially Malignant Disorders (OPMD)

F. León, D. Al Chanti, A. Champagnac, M. Dupoy, A. Caplier, L. Duraffourg, P. Saintigny

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

S. Gholipour Picha, D. Al Chanti, A. Caplier

How far Generated Data Can Impact Neural Networks Performance?

S. Gholipour Picha, D. Al Chanti, A. Caplier

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

D. Al Chanti, V. Gonzalez Duque, M. Crouzier, A. Nordez, L. Lacourpaille, D. Mateus

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

D. Al Chanti, D. Mateus

Deep Learning for Spatio-Temporal Modeling of Dynamic Spontaneous Emotions

D. Al Chanti, A. Caplier

Spatio-Temporal Consistency and Negative Label Transfer for 3D Freehand US Segmentation

V. Gonzalez Duque, D. Al Chanti, M. Crouzier, A. Nordez, L. Lacourpaille, D. Mateus

Low-limb muscles segmentation in 3D freehand ultrasound using non-learning methods and label transfer

ADS-ME: Anomaly Detection System for Micro-expression Spotting

D. Al Chanti, A. Caplier

Automatic Analysis of Macro and Micro Facial Expressions: Detection and Recognition via Machine Learning

D. Al Chanti

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

D. Al Chanti, A. Caplier

Spontaneous Facial Expression Recognition using Sparse Representation

D. Al Chanti, A. Caplier