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Vivek Das
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State of the field in multi-omics research: from computational needs to data mining and sharing
M Krassowski, V Das, SK Sahu, BB Misra
Frontiers in Genetics 11, 610798, 2020
2362020
RNAontheBENCH: computational and empirical resources for benchmarking RNAseq quantification and differential expression methods
PL Germain, A Vitriolo, A Adamo, P Laise, V Das, G Testa
Nucleic acids research 44 (11), 5054-5067, 2016
562016
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
Short-term effects of the allelochemical umbelliferone on Triticum durum L. metabolism through GC–MS based untargeted metabolomics
BB Misra, V Das, M Landi, MR Abenavoli, F Araniti
Plant science 298, 110548, 2020
192020
A cell-of-origin epigenetic tracer reveals clinically distinct subtypes of high-grade serous ovarian cancer
P Lo Riso, CE Villa, G Gasparoni, A Vingiani, R Luongo, A Manfredi, ...
Genome Medicine 12, 1-20, 2020
162020
EZH2-mediated H3K27me3 targets transcriptional circuits of neuronal differentiation
S Buontempo, P Laise, JM Hughes, S Trattaro, V Das, C Rencurel, ...
Frontiers in Neuroscience, 267, 2022
92022
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
Integrated Omics Analysis Reveals Sirtuin Signaling is Central to Hepatic Response to a High Fructose Diet
LA Cox, J Chan, P Rao, ZA Hamid, J Glenn, A Jadhav, V Das, G Karere, ...
BMC Genomics 22, 2021
62021
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
Gram Vaani, A
A Moitra, V Das, A Kumar
Kumar, and A. Seth,“Design lessons from creating a mobile-based community …, 2016
22016
RWOP1 Genetic risk factors associated with the multimorbid development of chronic kidney disease by cardiovascular disease patients
M Ennis, P McClean, P Shukla, JL Sharman, LG Leal, Z McVey, ...
Heart 110 (Suppl 2), A1-A1, 2024
2024
A systematic evaluation of state-of-the-art deconvolution methods in spatial transcriptomics: insights from cardiovascular disease and chronic kidney disease
AO Slabowska, C Pyke, H Hvid, LE Jessen, S Baumgart, V Das
Frontiers in bioinformatics 4, 1352594, 2024
2024
Proteome-wide analysis in 124,000 individuals identifies novel putative drug targets for chronic kidney disease
J Fadista, S Hu, V Das, A Karihaloo, J Howson, D Shungin
56th European Society of Human Genetics (ESHG) Conference: Oral …, 2024
2024
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
Encompassing view of spatial and single-cell RNA-seq renews the role of the microvasculature in human atherosclerosis
T Bleckwehl, S Maryam, A Babler, M Nyberg, M Bosteen, M Halder, ...
bioRxiv, 2023.12. 15.571796, 2023
2023
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
Application of multiomics to identify novel molecular mechanisms of atherosclerotic plaque instability in type 2 diabetes patients
V Das, X Zhang, D Djordjevic, O Bergman, M Chemaly, D Shungin, ...
59 th EASD Annual Meeting of the European Association for the Study of …, 2023
2023
Single-Cell Deconvolution for Spatial Transcriptomics in Cardiorenal Disease
AO Slabowska, C Pyke, H Hvid, LE Jessen, S Baumgart, V Das
31st Intelligent Systems for Molecular Biology (ISMB) conference, 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
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Articles 1–20