Deep-AFPpred: identifying novel antifungal peptides using pretrained embeddings from seq2vec with 1DCNN-BiLSTM

R Sharma, S Shrivastava, S Kumar Singh… - Briefings in …, 2022 - academic.oup.com
Fungal infections or mycosis cause a wide range of diseases in humans and animals. The
incidences of community acquired; nosocomial fungal infections have increased …

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… - Briefings in …, 2022 - academic.oup.com
Due to the rapid emergence of multi-drug resistant (MDR) bacteria, existing antibiotics are
becoming ineffective. So, researchers are looking for alternatives in the form of antibacterial …

MobiHisNet: A lightweight CNN in mobile edge computing for histopathological image classification

A Kumar, A Sharma, V Bharti, AK Singh… - IEEE Internet of …, 2021 - ieeexplore.ieee.org
Recent advances in artificial intelligence (AI), especially convolutional neural networks
(CNNs), alongside the digitization of histopathological images, have made the computer …

Automated brain disease classification using exemplar deep features

AK Poyraz, S Dogan, E Akbal, T Tuncer - Biomedical Signal Processing …, 2022 - Elsevier
Automated brain disease classification is one of the complex and widespread issues for
machine learning and biomedical engineering. Various models and papers have been …

Deep-AVPpred: artificial intelligence driven discovery of peptide drugs for viral infections

R Sharma, S Shrivastava, SK Singh… - IEEE Journal of …, 2021 - ieeexplore.ieee.org
Rapid increase in viral outbreaks has resulted in the spread of viral diseases in diverse
species and across geographical boundaries. The zoonotic viral diseases have greatly …

Accelerating the discovery of antifungal peptides using deep temporal convolutional networks

V Singh, S Shrivastava, S Kumar Singh… - Briefings in …, 2022 - academic.oup.com
The application of machine intelligence in biological sciences has led to the development of
several automated tools, thus enabling rapid drug discovery. Adding to this development is …

MDO: A novel murmuration-flight based dispersive optimization algorithm and its application to image security

V Bharti, B Biswas, KK Shukla - Journal of Ambient Intelligence and …, 2023 - Springer
This paper introduces a novel murmuration-flight-based dispersive optimization algorithm
(MDO) inspired by the natural phenomena of starlings' murmuration, flight patterns of …

Improving healthcare facility safety with electronic monitoring by a machine learning framework based on the internet of things

KM Alalayah, MAG Hazber, A Alreshidi… - Journal of …, 2023 - ingentaconnect.com
Hacks, unauthorised access, and other problems have increased the risk to the healthcare
system dependent on data analytics in recent years. When a system is kept in its factory …

Deep Transfer Learning for Biology Cross‐Domain Image Classification

C Guo, B Wei, K Yu - Journal of Control Science and …, 2021 - Wiley Online Library
Automatic biology image classification is essential for biodiversity conservation and
ecological study. Recently, due to the record‐shattering performance, deep convolutional …

Privacy-preserving object detection with poisoning recognition for autonomous vehicles

J Li, W Guo, L **e, X Liu, J Cai - IEEE Transactions on Network …, 2022 - ieeexplore.ieee.org
Object detection has achieved significant progress in attaining high-quality performance
without leaking private messages. However, traditional approaches cannot defend the …