Selected Publications

Contrastive Poincaré Maps for single-cell data analysis
Nithya Bhasker , Hattie Chung, Louis Boucherie, Vladislav Kim, Stefanie Speidel, Melanie Weber.
ICLR 2024 Workshop on Machine Learning for Genomics Explorations. 2024.
[Paper]

Prediction of clinically relevant postoperative pancreatic fistula using radiomic features and preoperative data
Nithya Bhasker, Fiona R. Kolbinger, Nadiia Skorobohach, Alex Zwanenburg, Steffen Löck, Jürgen Weitz, Ralf-Thorsten Hoffmann, Marius Distler, Stefanie Speidel, Stefan Leger, Jens-Peter Kühn.
Scientific Reports. 2023.
[Paper]

Diagnostic imaging and the use of artificial intelligence in the management of organ metastasis
Nithya Bhasker, Felix Schön, Jens-Peter Kühn, Stefanie Speidel.
Onkologie. 2023.
[Paper]

Discrete orthonormal Stockwell transform based feature extraction for pose invariant face recognition
Nithya Bhasker, Y. Bhavani Sankari, K. Manikantan, and S. Ramachandran.
Procedia Computer Science. 2015.
[Paper]

The best of both worlds: Improved outcome prediction using causal structure learning
Nithya Bhasker, Susu Hu, Fiona R. Kolbinger, Gitta Kutyniok, Stefanie Speidel.
[OpenReview]

Graph data modelling for outcome prediction in oropharyngeal cancer patients
Nithya Bhasker, Stefan Leger, Alexander Zwanenburg, Chethan Babu Reddy, Sebastian Bodenstedt, Steffen Löck, Stefanie Speidel.
[arxiv]