Impact of Skin Tone Diversity on Out-of-Distribution Detection Methods in Dermatology
- Assala Benmalek
- Celia Cintas
- et al.
- 2024
- MICCAI 2024
Publications
27 results for Celia Cintas
Using Causal Inference to Investigate Contraceptive Discontinuation in Sub-Saharan Africa
- Victor Akinwande
- Megan Macgregor
- et al.
- 2024
- IJCAI 2024
Evaluating the Impact of Skin Tone Representation on Out-of-Distribution Detection Performance in Dermatology
- Assala Benmalek
- Celia Cintas
- et al.
- 2024
- ISBI 2024
Bridging the Gap: Leveraging Data Science to Equip Domain Experts with the Tools to Address Challenges in Maternal, Newborn, and Child Health
- Girmaw Abebe Tadesse
- William Ogallo
- et al.
- 2024
- npj Women's Health
Weakly Supervised Detection of Hallucinations in LLM Activations
- 2023
- NeurIPS 2023
Characterizing pre-trained and task-adapted molecular representations
- Celia Cintas
- Payel Das
- et al.
- 2023
- NeurIPS 2023
TRAD: Task-agnostic Representation of the Activation Space in Deep Neural Networks
- 2023
- IJCAI 2023
Skin Tone Analysis for Representation in Educational Materials (STAR-ED) Using Machine Learning
- Girmaw Abebe Tadesse
- Celia Cintas
- et al.
- 2023
- npj Digital Medicine
Detecting Systematic Deviations in Data and Models
- Skyler Speakman
- Girmaw Abebe Tadesse
- et al.
- 2023
- IEEE Computer
A causal inference approach for estimating effects of non-pharmaceutical interventions
- Vesna Resende Barros
- Itay Manes
- et al.
- 2022
- PLoS ONE