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Dibyendu B. Seal, Ph.D.
Dibyendu B. Seal, Ph.D.
German Cancer Research Center (DKFZ), Heidelberg, Germany
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Estimating gene expression from DNA methylation and copy number variation: a deep learning regression model for multi-omics integration
DB Seal, V Das, S Goswami, RK De
Genomics 112 (4), 2833-2841, 2020
512020
Human activity recognition using deep neural network
P Mishra, S Dey, SS Ghosh, DB Seal, S Goswami
2019 International conference on data science and engineering (ICDSE), 77-83, 2019
142019
A novel gene ranking method using Wilcoxon rank sum test and genetic algorithm
S Saha, DB Seal, A Ghosh, KN Dey
International Journal of Bioinformatics Research and Applications 12 (3 …, 2016
132016
CASSL: A cell-type annotation method for single cell transcriptomics data using semi-supervised learning
DB Seal, V Das, RK De
Applied Intelligence 53 (2), 1287-1305, 2023
72023
Gene ranking: an entropy & decision tree based approach
DB Seal, S Saha, P Mukherjee, M Chatterjee, A Mukherjee, KN Dey
2016 IEEE 7th Annual Ubiquitous Computing, Electronics & Mobile …, 2016
52016
Gene—Gene Interaction: A clustering, correlation & entropy based approach
DB Seal, S Saha, M Chatterjee, P Mukherjee, A Mukherjee, ...
2016 IEEE 7th Annual Ubiquitous Computing, Electronics & Mobile …, 2016
52016
An improved fuzzy based missing value estimation in DNA microarray validated by gene ranking
S Saha, A Ghosh, DB Seal, KN Dey
Advances in Fuzzy Systems 2016, 2016
52016
Gender classification system from offline survey data using neural networks
S Rudra, S Mitra, S Das, A Roy, S Guha, DB Seal, S Mukherjee, ...
2016 IEEE 7th Annual Ubiquitous Computing, Electronics & Mobile …, 2016
42016
Unsupervised neural network for single cell Multi-omics INTegration (UMINT): an application to health and disease
C Maitra, DB Seal, V Das, RK De
Frontiers in Molecular Biosciences 10, 1184748, 2023
22023
UMINT: unsupervised neural network for single cell multi-omics integration
C Maitra, DB Seal, V Das, RK De
BioRxiv, 2022.04. 21.489041, 2022
22022
NeuroDAVIS: A neural network model for data visualization
C Maitra, DB Seal, RK De
Neurocomputing 573, 127182, 2024
12024
Understanding employee attrition using machine learning techniques
AH Chowdhury, S Malakar, DB Seal, S Goswami
Data Management, Analytics and Innovation: Proceedings of ICDMAI 2021 …, 2022
12022
NeuroMDAVIS: Visualization of single-cell multi-omics data under deep learning framework
C Maitra, DB Seal, V Das, RK De
bioRxiv, 2024.02. 17.580541, 2024
2024
UMINT-FS: UMINT-guided Feature Selection for multi-omics datasets
C Maitra, DB Seal, V Das, Y Vorobeychik, RK De
2023 IEEE International Conference on Bioinformatics and Biomedicine (BIBM …, 2023
2023
Deep Learning-Based Prediction of Time-Series Single-Cell RNA-Seq Data
DB Seal, S Aich, V Das, RK De
Applied Computing for Software and Smart Systems: Proceedings of ACSS 2022 …, 2023
2023
scARMF: Association Rule Mining-based feature selection Framework for Single-Cell transcriptomics data
DB Seal, V Das, RK De
2022 IEEE International Conference on Bioinformatics and Biomedicine (BIBM …, 2022
2022
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