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Abhinav Kumar
Abhinav Kumar
Indian Institute of Technology Ropar, Rupnagar, India
Adresă de e-mail confirmată pe iitrpr.ac.in
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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
2482020
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
1652021
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
1252020
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
802021
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
582021
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
532022
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
522021
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
492021
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
472022
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
402021
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
322018
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
282022
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
282021
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
222022
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
222017
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
172021
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
152016
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
132024
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
122023
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
112023
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