Sonal Saxena

15 papers Journal 15
YearRankTypeTitle / Venue / Authors
2025 J jnl
Data Augmentation for Medical Image Classification Based on Gaussian Laplacian Pyramid Blending With a Similarity Measure.
IEEE J. Biomed. Health Informatics
Abhinav Kumar, Anshul Sharma, Amit Kumar Singh, Sanjay Kumar Singh, Sonal Saxena
2025 J jnl
XAI-INVENT: An explainable artificial intelligence based framework for rapid discovery of novel antibiotics.
Comput. Electr. Eng.
Ritesh Sharma, Sameer Shrivastava, Sanjay Kumar Singh, Abhinav Kumar, Amit Kumar Singh, Sonal Saxena
2024 J jnl
Artificial Intelligence-Based Model for Predicting the Minimum Inhibitory Concentration of Antibacterial Peptides Against ESKAPEE Pathogens.
IEEE J. Biomed. Health Informatics
Ritesh Sharma, Sameer Shrivastava, Sanjay Kumar Singh, Abhinav Kumar, Amit Kumar Singh, Sonal Saxena
2024 J jnl
EnDL-HemoLyt: Ensemble Deep Learning-Based Tool for Identifying Therapeutic Peptides With Low Hemolytic Activity.
IEEE J. Biomed. Health Informatics
Ritesh Sharma, Sameer Shrivastava, Sanjay Kumar Singh, Abhinav Kumar, Amit Kumar Singh, Sonal Saxena
2023 J jnl
Multi-scale temporal convolutional networks and continual learning based
Expert Syst. Appl.
Vishakha Singh, Sameer Shrivastava, Sanjay Kumar Singh, Abhinav Kumar, Sonal Saxena
2022 J jnl
Accelerating the discovery of antifungal peptides using deep temporal convolutional networks.
Briefings Bioinform.
Vishakha Singh, Sameer Shrivastava, Sanjay Kumar Singh, Abhinav Kumar, Sonal Saxena
2022 J jnl
Deep-AFPpred: identifying novel antifungal peptides using pretrained embeddings from seq2vec with 1DCNN-BiLSTM.
Briefings Bioinform.
Ritesh Sharma, Sameer Shrivastava, Sanjay Kumar Singh, Abhinav Kumar, Sonal Saxena, Raj Kumar Singh
2022 J jnl
Deep-AVPpred: Artificial Intelligence Driven Discovery of Peptide Drugs for Viral Infections.
IEEE J. Biomed. Health Informatics
Ritesh Sharma, Sameer Shrivastava, Sanjay Kumar Singh, Abhinav Kumar, Amit Kumar Singh, Sonal Saxena
2022 J jnl
StaBle-ABPpred: a stacked ensemble predictor based on biLSTM and attention mechanism for accelerated discovery of antibacterial peptides.
Briefings Bioinform.
Vishakha Singh, Sameer Shrivastava, Sanjay Kumar Singh, Abhinav Kumar, Sonal Saxena
2021 J jnl
A Novel Cloud-Assisted Secure Deep Feature Classification Framework for Cancer Histopathology Images.
ACM Trans. Internet Techn.
Abhinav Kumar, Sanjay Kumar Singh, K. Lakshmanan, Sonal Saxena, Sameer Shrivastava
2021 J jnl
AniAMPpred: artificial intelligence guided discovery of novel antimicrobial peptides in animal kingdom.
Briefings Bioinform.
Ritesh Sharma, Sameer Shrivastava, Sanjay Kumar Singh, Abhinav Kumar, Sonal Saxena, Raj Kumar Singh
2021 J jnl
CoMHisP: A Novel Feature Extractor for Histopathological Image Classification Based on Fuzzy SVM With Within-Class Relative Density.
IEEE Trans. Fuzzy Syst.
Abhinav Kumar, Sanjay Kumar Singh, Sonal Saxena, Amit Kumar Singh, Sameer Shrivastava, K. Lakshmanan, Neeraj Kumar, Raj Kumar Singh
2021 J jnl
Deep-ABPpred: identifying antibacterial peptides in protein sequences using bidirectional LSTM with word2vec.
Briefings Bioinform.
Ritesh Sharma, Sameer Shrivastava, Sanjay Kumar Singh, Abhinav Kumar, Sonal Saxena, Raj Kumar Singh
2021 J jnl
MobiHisNet: A Lightweight CNN in Mobile Edge Computing for Histopathological Image Classification.
IEEE Internet Things J.
Abhinav Kumar, Anshul Sharma, Vandana Bharti, Amit Kumar Singh, Sanjay Kumar Singh, Sonal Saxena
2020 J jnl
Deep feature learning for histopathological image classification of canine mammary tumors and human breast cancer.
Inf. Sci.
Abhinav Kumar, Sanjay Kumar Singh, Sonal Saxena, K. Lakshmanan, Arun Kumar Sangaiah, Himanshu Chauhan, Sameer Shrivastava, Raj Kumar Singh