Author

Lokmane Chebouba

h-index 3 View on Semantic Scholar

We have 2 of 9 papers

We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.

Not the right person? Other researchers publish under this name.

Sep 2026

A Self-Supervised Learning Pipeline with Open-Set Detection and Quality Assessment for Embryonic Lineage Classification from scRNA-seq

Single-cell RNA sequencing enables high-resolution analysis of early embryonic lineage specification, but most computational pipelines reduce the task to closed-set TE/ICM classification and discard uncertain cells before training. This practice can inflate apparent accuracy while removing the cells most relevant for t...

Lokmane Chebouba, H. Chehili, A. Bouaziz et al. · International Journal of Com... · 0 citations

Preprint Aug 2026

What Do Medical Vision-Language Models Learn in Radiology? Transfer, Alignment, and Source-Proxy Leakage Under Distribution Shift

The study shows that apparent competence under a single protocol can conceal transfer, alignment, and shortcut-related failure modes, motivating stress-tested evaluation of medical VLMs under distribution shift.

A. Bouaziz, Lokmane Chebouba, Yassine Himeur · 0 citations