Breast cancer detection: Shallow convolutional neural network against deep convolutional neural networks based approach

by Himanish Shekhar Das, Akalpita Das, Anupal Neog, Saurav Mallik, Saurav Mallik, Saurav Mallik, Kangkana Bora, Zhongming Zhao, Zhongming Zhao
Published 2023-01-01

Detecting methylation signatures in neurodegenerative disease by density-based clustering of applications with reducing noise

by Saurav Mallik, Zhongming Zhao
Published 2020-12-01

Multi-Objective Optimized Fuzzy Clustering for Detecting Cell Clusters from Single-Cell Expression Profiles

by Saurav Mallik, Zhongming Zhao
Published 2019-08-01

ConGEMs: Condensed Gene Co-Expression Module Discovery Through Rule-Based Clustering and Its Application to Carcinogenesis

by Saurav Mallik, Zhongming Zhao
Published 2017-12-01

Determining the interaction status and evolutionary fate of duplicated homomeric proteins.

by Saurav Mallik, Dan S Tawfik
Published 2020-08-01

A comparison of structural and evolutionary attributes of Escherichia coli and Thermus thermophilus small ribosomal subunits: signatures of thermal adaptation.

by Saurav Mallik, Sudip Kundu
Published 2013-01-01

Optimal ranking and directional signature classification using the integral strategy of multi-objective optimization-based association rule mining of multi-omics data

by Saurav Mallik, Saurav Mallik, Soumita Seth, Soumita Seth, Amalendu Si, Tapas Bhadra , Zhongming Zhao, Zhongming Zhao
Published 2023-07-01

Identification of discriminant features from stationary pattern of nucleotide bases and their application to essential gene classification

by Ranjeet Kumar Rout, Saiyed Umer, Monika Khandelwal, Smitarani Pati, Saurav Mallik, Saurav Mallik, Bunil Kumar Balabantaray, Hong Qin
Published 2023-04-01

Comparison of five supervised feature selection algorithms leading to top features and gene signatures from multi-omics data in cancer

by Tapas Bhadra, Saurav Mallik, Neaj Hasan, Zhongming Zhao
Published 2022-04-01

Editorial: Deep learning for disease prediction in next-generation sequencing and biomedical imaging data

by Saurav Mallik, Junichi Iwata, Ruifeng Hu, Tapas Si
Published 2023-08-01

Detecting TF-miRNA-gene network based modules for 5hmC and 5mC brain samples: a intra- and inter-species case-study between human and rhesus

by Ujjwal Maulik, Sagnik Sen, Saurav Mallik, Sanghamitra Bandyopadhyay
Published 2018-01-01

A Linear Regression and Deep Learning Approach for Detecting Reliable Genetic Alterations in Cancer Using DNA Methylation and Gene Expression Data

by Saurav Mallik, Soumita Seth, Tapas Bhadra, Zhongming Zhao
Published 2020-08-01

Molecular signatures identified by integrating gene expression and methylation in non-seminoma and seminoma of testicular germ cell tumours

by Saurav Mallik, Guimin Qin, Peilin Jia, Zhongming Zhao
Published 2021-02-01

Analyzing large gene expression and methylation data profiles using StatBicRM: statistical biclustering-based rule mining.

by Ujjwal Maulik, Saurav Mallik, Anirban Mukhopadhyay, Sanghamitra Bandyopadhyay
Published 2015-01-01

Auguring Fake Face Images Using Dual Input Convolution Neural Network

by Mohan Bhandari, Arjun Neupane, Saurav Mallik, Loveleen Gaur, Hong Qin
Published 2022-12-01

Dimensionality Reduction and Louvain Agglomerative Hierarchical Clustering for Cluster-Specified Frequent Biomarker Discovery in Single-Cell Sequencing Data

by Soumita Seth , Saurav Mallik , Tapas Bhadra , Zhongming Zhao , Zhongming Zhao 
Published 2022-02-01

In silico ranking of phenolics for therapeutic effectiveness on cancer stem cells

by Monalisa Mandal, Sanjeeb Kumar Sahoo, Priyadarsan Patra, Saurav Mallik, Zhongming Zhao
Published 2020-12-01

Computational learning of features for automated colonic polyp classification

by Kangkana Bora, M. K. Bhuyan, Kunio Kasugai, Saurav Mallik, Zhongming Zhao
Published 2021-02-01

Editorial: Artificial intelligence for extracting phenotypic features and disease subtyping applied to single-cell sequencing data

by Saurav Mallik, Anirban Mukhopadhyay, Aimin Li, Gabriel J Odom, Namrata Tomar
Published 2023-01-01

Chronic kidney disease prediction using boosting techniques based on clinical parameters.

by Shahid Mohammad Ganie, Pijush Kanti Dutta Pramanik, Saurav Mallik, Zhongming Zhao
Published 2023-01-01