Conditional Monge Gap enables generalizable single-cell perturbation modelling
- Alice Driessen
- Dhruva Abhijit Rajwade
- et al.
- 2026
- Nature Machine Intelligence
Paper
Publications
6 results for Alice Driessen
Modeling Chimeric Antigen Receptor Response at the Single-Cell Level with Conditional Optimal Transport
- Alice Driessen
- Jannis Born
- et al.
- 2026
- Cell Systems
PaperDetecting Blasts with Single Cell Resolution in Acute Myeloid Leukaemia using an Auto-Encoder
- Alice Driessen
- Susane Unger
- et al.
- 2023
- ISMB 2023
TalkFuzzy Logic for Biological Networks as ML Regression: Scaling to Single-Cell Datasets With Autograd
- Constance Le Gac
- Alice Driessen
- et al.
- 2022
- NeurIPS 2022
Workshop paperLearning a single-cell map of Acute Myeloid Leukaemia with auto-encoders
- Alice Driessen
- Susane Unger
- et al.
- 2022
- ISMB 2022
PosterModelling CAR T cell signalling using prior knowledge networks
- Alice Driessen
- Rocío Castellanos Rueda
- et al.
- 2022
- ISMB 2022
Poster