Adrien Coulet — accepted AI-conference papers

2026

Shapley Regression for Rare Disease Diagnosis Support: A Case Study on APDS

Safa Alsaidi, Tomás Brogueira, Nizar Mahlaoui, Marc Vincent, Guilherme Pelegrina, Nicolas Garcelon +2

IJCAI 2026

Activated PI3Kδ Syndrome (APDS) is a rare genetic immune disorder caused by variants in PIK3CD or PIK3R1, with highly heterogeneous symptoms that often delay diagnosis. Early recognition is hampered by overlapping clinical presentations and limited clinician awareness, motivating systematic, data-dr

Cited by 0 Scholar ↗

2018

Cross-Corpus Training with TreeLSTM for the Extraction of Biomedical Relationships from Text

Legrand Joël, Yannick Toussaint, Chedy Raïssi, Adrien Coulet

ICLR 2018workshop

A bottleneck problem in machine learning-based relationship extraction (RE) algorithms, and particularly of deep learning-based ones, is the availability of training data in the form of annotated corpora. For specific domains, such as biomedicine, the long time and high expertise required for the de…

Cited by 1 Source ↗Scholar ↗