Sangita Kulathinal

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 3

Top Topics

Medical Records

Biomedical Informatics

Top Venues

IEEE Trans. Artif. Intell.

Publications

Yogesh Kumar, Alexander Ilin, Henri Salo, Sangita Kulathinal, Maarit K. Leinonen, Pekka Marttinen
Self-Supervised Forecasting in Electronic Health Records With Attention-Free Models. IEEE Trans. Artif. Intell. 5 (8) (2024)
Yogesh Kumar, Alexander Ilin, Henri Salo, Sangita Kulathinal, Maarit K. Leinonen, Pekka Marttinen
Medical SANSformers: Training self-supervised transformers without attention for Electronic Medical Records. CoRR (2021)
Yogesh Kumar, Henri Salo, Tuomo Nieminen, Kristian Vepsalainen, Sangita Kulathinal, Pekka Marttinen
Predicting utilization of healthcare services from individual disease trajectories using RNNs with multi-headed attention. ML4H@NeurIPS (2019)
Bindu Punathumparambath, Sangita Kulathinal, Sebastian George
Asymmetric type II compound Laplace distribution and its application to microarray gene expression. Comput. Stat. Data Anal. 56 (6) (2012)
Dario Gasbarra, Sangita Kulathinal, Matti Pirinen, Mikko J. Sillanpää
Estimating Haplotype Frequencies by Combining Data from Large DNA Pools with Database Information. IEEE ACM Trans. Comput. Biol. Bioinform. 8 (1) (2011)
Juha Karvanen, Sangita Kulathinal, Dario Gasbarra
Optimal designs to select individuals for genotyping conditional on observed binary or survival outcomes and non-genetic covariates. Comput. Stat. Data Anal. 53 (5) (2009)
Rashi Gupta, Elja Arjas, Sangita Kulathinal, Andrew Thomas, Petri Auvinen
Bayesian Hierarchical Model for Estimating Gene Expression Intensity Using Multiple Scanned Microarrays. EURASIP J. Bioinform. Syst. Biol. 2008 (2008)