Sayantan Kumar
According to our database1,
Sayantan Kumar
authored at least 8 papers
between 2021 and 2023.
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Bibliography
2023
Improving Normative Modeling for Multi-modal Neuroimaging Data using mixture-of-product-of-experts variational autoencoders.
CoRR, 2023
Normative modeling using multimodal variational autoencoders to identify abnormal brain volume deviations in Alzheimer's disease.
Proceedings of the Medical Imaging 2023: Computer-Aided Diagnosis, 2023
2022
Identifying Interpretable Clinical Subtypes withinHeterogeneous Dementia Clinic Population.
CoRR, 2022
Proceedings of the Machine Learning for Health, 2022
Self-explaining neural network with concept-based explanations for ICU mortality prediction.
Proceedings of the BCB '22: 13th ACM International Conference on Bioinformatics, Computational Biology and Health Informatics, Northbrook, Illinois, USA, August 7, 2022
2021
CoRR, 2021
Machine learning for modeling the progression of Alzheimer disease dementia using clinical data: a systematic literature review.
CoRR, 2021