Zobrazeno 1 - 10
of 282
pro vyhledávání: '"Gousia P"'
The groundbreaking performance of transformers in Natural Language Processing (NLP) tasks has led to their replacement of traditional Convolutional Neural Networks (CNNs), owing to the efficiency and accuracy achieved through the self-attention mecha
Externí odkaz:
http://arxiv.org/abs/2408.05952
Biomedical image analysis is of paramount importance for the advancement of healthcare and medical research. Although conventional convolutional neural networks (CNNs) are frequently employed in this domain, facing limitations in capturing intricate
Externí odkaz:
http://arxiv.org/abs/2404.00949
Batch Normalization is an important approach to advancing deep learning since it allows multiple networks to train simultaneously. A problem arises when normalizing along the batch dimension because B.N.'s error increases significantly as batch size
Externí odkaz:
http://arxiv.org/abs/2404.00946
Deep learning techniques have been demonstrated to surpass preceding cutting-edge machine learning techniques in recent years, with computer vision being one of the most prominent examples. However, deep learning models suffer from significant drawba
Externí odkaz:
http://arxiv.org/abs/2404.00936
With the rapid development of computer vision, Vision Transformers (ViTs) offer the tantalizing prospect of unified information processing across visual and textual domains. But due to the lack of inherent inductive biases in ViTs, they require enorm
Externí odkaz:
http://arxiv.org/abs/2310.00369
Autor:
Economou V, Gousia P
Publikováno v:
Infection and Drug Resistance, Vol 2015, Iss default, Pp 49-61 (2015)
Vangelis Economou,1 Panagiota Gousia2 1Department of Hygiene and Technology of Food of Animal Origin, School of Veterinary Medicine, Faculty of Health Sciences, Aristotle University of Thessaloniki, Thessaloniki, Greece; 2Food-Water Microbiology Unit
Externí odkaz:
https://doaj.org/article/0cbeaf1e6d5d4975872b14945cde420e
Autor:
Melanie Rees-Roberts, Rachel Borthwick, Ellie Santer, John Darby, Alan West, Jamie M. O’Driscoll, Tracy Pellatt-Higgins, Katerina Gousia, Vanessa Short, Tim Doulton, Jim Wiles, Chris Farmer, Douglas MacInnes
Publikováno v:
Pilot and Feasibility Studies, Vol 10, Iss 1, Pp 1-16 (2024)
Abstract Background Healthy lifestyle changes for patients with stage 1 hypertension are recommended before antihypertensive medication. Exercise has antihypertensive benefits; however, low adoption and high attrition are common. Patients need easily
Externí odkaz:
https://doaj.org/article/be6a76ce2bab4fa9aa10c09072699ad7
In Natural Language Processing (NLP), Transformers have already revolutionized the field by utilizing an attention-based encoder-decoder model. Recently, some pioneering works have employed Transformer-like architectures in Computer Vision (CV) and t
Externí odkaz:
http://arxiv.org/abs/2302.02108
Autor:
Gousia Majeed, Wasifa Noor, Rafiq Lone, Smita Agrawal, Abdullah Alaklabi, Manzoor Ahmad Shah, Azra N. Kamili
Publikováno v:
Plant Stress, Vol 14, Iss , Pp 100571- (2024)
Wilt disease in chilli caused by Fusarium oxysporum is a serious and global issue in chilli production, necessitating greater knowledge of plant defense systems for overall disease protection and management. In an eco-friendly integrated agricultural
Externí odkaz:
https://doaj.org/article/24b239790d26474398d589104d916eaf
Autor:
Anne M. Holbrook, Simran Lohit, Oswin Chang, Jiawen Deng, Dan Perri, Gousia Dhhar, Mitchell Levine, Jill Rudkowski, Heather McLeod, Kaitlynn Rigg, Victoria Telford, Anthony J. Levinson
Publikováno v:
International Medical Education, Vol 3, Iss 2, Pp 116-125 (2024)
Suboptimal knowledge of clinical pharmacology, therapeutics, and toxicology (CPT) and poor-quality prescribing are threats to patient safety. Our previous national survey of medical faculty identified limited confidence in medical student graduates
Externí odkaz:
https://doaj.org/article/bc54d1cbcb3f4ac1baa383f704c3ba83