Pratik Dutta

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 19

Top Topics

Gene Expression

Textual Information

Top Venues

IEEE ACM Trans. Comput. Biol. Bioinform.

IEEE J. Biomed. Health Informatics

Comput. Biol. Medicine

Publications

Zhihan Zhou, Yanrong Ji, Weijian Li, Pratik Dutta, Ramana V. Davuluri, Han Liu
DNABERT-2: Efficient Foundation Model and Benchmark For Multi-Species Genomes. ICLR (2024)
Kanchan Jha, Sriparna Saha, Pratik Dutta
Incorporation of gene ontology in identification of protein interactions from biomedical corpus: a multi-modal approach. Ann. Oper. Res. 339 (3) (2024)
Zhihan Zhou, Yanrong Ji, Weijian Li, Pratik Dutta, Ramana V. Davuluri, Han Liu
DNABERT-2: Efficient Foundation Model and Benchmark For Multi-Species Genome. CoRR (2023)
Pratik Dutta, Sunirmal Khatua, Sankhayan Choudhury
Fast move: A prioritized vehicle rerouting strategy in smart city. Veh. Commun. 44 (2023)
Pratik Dutta, Aditya Prakash Patra, Sriparna Saha
DeePROG: Deep Attention-Based Model for Diseased Gene Prognosis by Fusing Multi-Omics Data. IEEE ACM Trans. Comput. Biol. Bioinform. 19 (5) (2022)
Pratik Dutta, Sunirmal Khatua, Sankhayan Choudhury
DB-Corouting: Density Based Coordinated Vehicle Rerouting in Smart Environment. Int. J. Intell. Transp. Syst. Res. 19 (3) (2021)
Pratik Dutta, Nupur Shah, Sriparna Saha
A Multi-Objective Optimization-based Clustering Approach for CORD-19 Scholarly Articles. SMC (2021)
Swagarika Jaharlal Giri, Pratik Dutta, Parth Halani, Sriparna Saha
MultiPredGO: Deep Multi-Modal Protein Function Prediction by Amalgamating Protein Structure, Sequence, and Interaction Information. IEEE J. Biomed. Health Informatics 25 (5) (2021)
Pratik Dutta, Sriparna Saha, Sukanya Naskar
A multi-objective based PSO approach for inferring pathway activity utilizing protein interactions. Multim. Tools Appl. 80 (20) (2021)
Sriram Pingali, Shweta Yadav, Pratik Dutta, Sriparna Saha
Multimodal Graph-based Transformer Framework for Biomedical Relation Extraction. ACL/IJCNLP (Findings) (2021)
Sriram Pingali, Shweta Yadav, Pratik Dutta, Sriparna Saha
Multimodal Graph-based Transformer Framework for Biomedical Relation Extraction. CoRR (2021)
Pratik Dutta, Sriparna Saha
Amalgamation of protein sequence, structure and textual information for improving protein-protein interaction identification. ACL (2020)
Pratik Dutta, Sriparna Saha, Saraansh Chopra, Varnika Miglani
Ensembling of Gene Clusters Utilizing Deep Learning and Protein-Protein Interaction Information. IEEE ACM Trans. Comput. Biol. Bioinform. 17 (6) (2020)
Pratik Dutta, Piyush Mishra, Sriparna Saha
Incomplete multi-view gene clustering with data regeneration using Shape Boltzmann Machine. Comput. Biol. Medicine 125 (2020)
Pratik Dutta, Sriparna Saha, Saurabh Gulati
Graph-Based Hub Gene Selection Technique Using Protein Interaction Information: Application to Sample Classification. IEEE J. Biomed. Health Informatics 23 (6) (2019)
Pratik Dutta, Sriparna Saha
A Weak Supervision Technique with a Generative Model for Improved Gene Clustering. CEC (2019)
Pratik Dutta, Sriparna Saha, Agni Besh Chauhan
Predicting Degree of Relevance of Pathway Markers from Gene Expression Data: A PSO Based Approach. ICONIP (5) (2018)
Pratik Dutta, Sriparna Saha
Fusion of expression values and protein interaction information using multi-objective optimization for improving gene clustering. Comput. Biol. Medicine 89 (2017)
Pratik Dutta, Chandan Bandyopadhyay, Hafizur Rahaman
All Optical Implementation of Mach-Zehnder Interferometer Based Reversible Sequential Counters. VLSI Design (2015)
Pratik Dutta, Chandan Bandyopadhyay, Chandan Giri, Hafizur Rahaman
Mach-Zehnder Interferometer Based All Optical Reversible Carry-Lookahead Adder. ISVLSI (2014)
Pratik Dutta, Chandan Bandyopadhyay, Hafizur Rahaman
All optical implementation of Mach-Zehnder interferometer based reversible sequential circuit. VDAT (2014)