Abhinav Kumar

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 17

Top Topics

Mass Spectrometry Data

Physicochemical Properties

Image Classification

Top Venues

Briefings Bioinform.

IEEE J. Biomed. Health Informatics

IEEE Trans. Ind. Informatics

Pattern Recognit.

Publications

Ritesh Sharma, Sameer Shrivastava, Sanjay Kumar Singh, Abhinav Kumar, Amit Kumar Singh, Sonal Saxena
EnDL-HemoLyt: Ensemble Deep Learning-Based Tool for Identifying Therapeutic Peptides With Low Hemolytic Activity. IEEE J. Biomed. Health Informatics 28 (4) (2024)
Ritesh Sharma, Sameer Shrivastava, Sanjay Kumar Singh, Abhinav Kumar, Amit Kumar Singh, Sonal Saxena
Artificial Intelligence-Based Model for Predicting the Minimum Inhibitory Concentration of Antibacterial Peptides Against ESKAPEE Pathogens. IEEE J. Biomed. Health Informatics 28 (4) (2024)
Vandana Bharti, Abhinav Kumar, Vishal Purohit, Rishav Singh, Amit Kumar Singh, Sanjay Kumar Singh
A Label-Efficient Semi Self-Supervised Learning Framework for IoT Devices in Industrial Process. IEEE Trans. Ind. Informatics 20 (2) (2024)
Vishakha Singh, Sameer Shrivastava, Sanjay Kumar Singh, Abhinav Kumar, Sonal Saxena
discovery of alternative antibiotics to combat multi-drug resistance. Expert Syst. Appl. 215 (2023)
Vishakha Singh, Sameer Shrivastava, Sanjay Kumar Singh, Abhinav Kumar, Sonal Saxena
StaBle-ABPpred: a stacked ensemble predictor based on biLSTM and attention mechanism for accelerated discovery of antibacterial peptides. Briefings Bioinform. 23 (1) (2022)
Abhinav Kumar, Vishal Purohit, Vandana Bharti, Rishav Singh, Sanjay Kumar Singh
MediSecFed: Private and Secure Medical Image Classification in the Presence of Malicious Clients. IEEE Trans. Ind. Informatics 18 (8) (2022)
Ritesh Sharma, Sameer Shrivastava, Sanjay Kumar Singh, Abhinav Kumar, Amit Kumar Singh, Sonal Saxena
Deep-AVPpred: Artificial Intelligence Driven Discovery of Peptide Drugs for Viral Infections. IEEE J. Biomed. Health Informatics 26 (10) (2022)
Vishakha Singh, Sameer Shrivastava, Sanjay Kumar Singh, Abhinav Kumar, Sonal Saxena
Accelerating the discovery of antifungal peptides using deep temporal convolutional networks. Briefings Bioinform. 23 (2) (2022)
Ritesh Sharma, Sameer Shrivastava, Sanjay Kumar Singh, Abhinav Kumar, Sonal Saxena, Raj Kumar Singh
Deep-AFPpred: identifying novel antifungal peptides using pretrained embeddings from seq2vec with 1DCNN-BiLSTM. Briefings Bioinform. 23 (1) (2022)
Abhinav Kumar, Sanjay Kumar Singh, Sonal Saxena, Amit Kumar Singh, Sameer Shrivastava, K. Lakshmanan, Neeraj Kumar, Raj Kumar Singh
CoMHisP: A Novel Feature Extractor for Histopathological Image Classification Based on Fuzzy SVM With Within-Class Relative Density. IEEE Trans. Fuzzy Syst. 29 (1) (2021)
Rishav Singh, Tanveer Ahmed, Abhinav Kumar, Amit Kumar Singh, Anil Kumar Pandey, Sanjay Kumar Singh
Imbalanced Breast Cancer Classification Using Transfer Learning. IEEE ACM Trans. Comput. Biol. Bioinform. 18 (1) (2021)
Abhinav Kumar, Sanjay Kumar Singh, K. Lakshmanan, Sonal Saxena, Sameer Shrivastava
A Novel Cloud-Assisted Secure Deep Feature Classification Framework for Cancer Histopathology Images. ACM Trans. Internet Techn. 21 (2) (2021)
Ritesh Sharma, Sameer Shrivastava, Sanjay Kumar Singh, Abhinav Kumar, Sonal Saxena, Raj Kumar Singh
AniAMPpred: artificial intelligence guided discovery of novel antimicrobial peptides in animal kingdom. Briefings Bioinform. 22 (6) (2021)
Abhinav Kumar, Anshul Sharma, Vandana Bharti, Amit Kumar Singh, Sanjay Kumar Singh, Sonal Saxena
MobiHisNet: A Lightweight CNN in Mobile Edge Computing for Histopathological Image Classification. IEEE Internet Things J. 8 (24) (2021)
Rishav Singh, Vandana Bharti, Vishal Purohit, Abhinav Kumar, Amit Kumar Singh, Sanjay Kumar Singh
MetaMed: Few-shot medical image classification using gradient-based meta-learning. Pattern Recognit. 120 (2021)
Ritesh Sharma, Sameer Shrivastava, Sanjay Kumar Singh, Abhinav Kumar, Sonal Saxena, Raj Kumar Singh
Deep-ABPpred: identifying antibacterial peptides in protein sequences using bidirectional LSTM with word2vec. Briefings Bioinform. 22 (5) (2021)
Abhinav Kumar, Sanjay Kumar Singh, Sonal Saxena, K. Lakshmanan, Arun Kumar Sangaiah, Himanshu Chauhan, Sameer Shrivastava, Raj Kumar Singh
Deep feature learning for histopathological image classification of canine mammary tumors and human breast cancer. Inf. Sci. 508 (2020)