Deep feature learning for histopathological image classification of canine mammary tumors and human breast cancer A Kumar, SK Singh, S Saxena, K Lakshmanan, AK Sangaiah, H Chauhan, ... Information Sciences 508, 405-421, 2020 | 248 | 2020 |
MetaMed: Few-shot medical image classification using gradient-based meta-learning R Singh, V Bharti, V Purohit, A Kumar, AK Singh, SK Singh Pattern Recognition 120, 108111, 2021 | 165 | 2021 |
Imbalanced breast cancer classification using transfer learning R Singh, T Ahmed, A Kumar, AK Singh, AK Pandey, SK Singh IEEE/ACM transactions on computational biology and bioinformatics 18 (1), 83-93, 2020 | 125 | 2020 |
Deep-ABPpred: identifying antibacterial peptides in protein sequences using bidirectional LSTM with word2vec R Sharma, S Shrivastava, S Kumar Singh, A Kumar, S Saxena, ... Briefings in Bioinformatics 22 (5), bbab065, 2021 | 80 | 2021 |
AniAMPpred: artificial intelligence guided discovery of novel antimicrobial peptides in animal kingdom R Sharma, S Shrivastava, S Kumar Singh, A Kumar, S Saxena, ... Briefings in Bioinformatics 22 (6), bbab242, 2021 | 58 | 2021 |
Deep-AFPpred: identifying novel antifungal peptides using pretrained embeddings from seq2vec with 1DCNN-BiLSTM R Sharma, S Shrivastava, S Kumar Singh, A Kumar, S Saxena, ... Briefings in Bioinformatics 23 (1), bbab422, 2022 | 53 | 2022 |
MobiHisNet: A lightweight CNN in mobile edge computing for histopathological image classification A Kumar, A Sharma, V Bharti, AK Singh, SK Singh, S Saxena IEEE Internet of Things Journal 8 (24), 17778-17789, 2021 | 52 | 2021 |
CoMHisP: A novel feature extractor for histopathological image classification based on fuzzy SVM with within-class relative density A Kumar, SK Singh, S Saxena, AK Singh, S Shrivastava, K Lakshmanan, ... IEEE Transactions on Fuzzy Systems 29 (1), 103-117, 2021 | 49 | 2021 |
StaBle-ABPpred: a stacked ensemble predictor based on biLSTM and attention mechanism for accelerated discovery of antibacterial peptides V Singh, S Shrivastava, S Kumar Singh, A Kumar, S Saxena Briefings in Bioinformatics 23 (1), bbab439, 2022 | 47 | 2022 |
Deep-AVPpred: Artificial intelligence driven discovery of peptide drugs for viral infections R Sharma, S Shrivastava, SK Singh, A Kumar, AK Singh, S Saxena IEEE Journal of Biomedical and Health Informatics 26 (10), 5067-5074, 2021 | 40 | 2021 |
Gene expression profiling of spontaneously occurring canine mammary tumours: Insight into gene networks and pathways linked to cancer pathogenesis S Hussain, S Saxena, S Shrivastava, AK Mohanty, S Kumar, RJ Singh, ... PLoS One 13 (12), e0208656, 2018 | 32 | 2018 |
Accelerating the discovery of antifungal peptides using deep temporal convolutional networks V Singh, S Shrivastava, S Kumar Singh, A Kumar, S Saxena Briefings in Bioinformatics 23 (2), bbac008, 2022 | 28 | 2022 |
Medisecfed: Private and secure medical image classification in the presence of malicious clients A Kumar, V Purohit, V Bharti, R Singh, SK Singh IEEE Transactions on Industrial Informatics 18 (8), 5648-5657, 2021 | 28 | 2021 |
Probing classifiers are unreliable for concept removal and detection A Kumar, C Tan, A Sharma Advances in Neural Information Processing Systems 35, 17994-18008, 2022 | 22 | 2022 |
Hyperspectral imaging applications in rapeseed and mustard farming Abhinav,V Bharti, Vinod Kumar, PD Meena, G Suresh JOURNAL OF OILSEEDS RESEARCH 34 (1), 1-8, 2017 | 22 | 2017 |
A novel cloud-assisted secure deep feature classification framework for cancer histopathology images A Kumar, SK Singh, K Lakshmanan, S Saxena, S Shrivastava ACM Transactions on Internet Technology (TOIT) 21 (2), 1-22, 2021 | 17 | 2021 |
Hyperspectral imaging: A potential tool for monitoring crop infestation, crop yield and macronutrient analysis, with special emphasis to Oilseed Brassica A Kumar, V Bharti, V Kumar, U Kumar, PD Meena Journal of Oilseed Brassica 7 (2), 113-125, 2016 | 15 | 2016 |
EnDL-HemoLyt: Ensemble deep learning-based tool for identifying therapeutic peptides with low hemolytic activity R Sharma, S Shrivastava, SK Singh, A Kumar, AK Singh, S Saxena IEEE Journal of Biomedical and Health Informatics 28 (4), 1896-1905, 2024 | 13 | 2024 |
Artificial intelligence-based model for predicting the minimum inhibitory concentration of antibacterial peptides against ESKAPEE pathogens R Sharma, S Shrivastava, SK Singh, A Kumar, AK Singh, S Saxena IEEE Journal of Biomedical and Health Informatics 28 (4), 1949-1958, 2023 | 12 | 2023 |
Multi-scale temporal convolutional networks and continual learning based in silico discovery of alternative antibiotics to combat multi-drug resistance V Singh, S Shrivastava, SK Singh, A Kumar, S Saxena Expert Systems with Applications 215, 119295, 2023 | 11 | 2023 |