Zobrazeno 1 - 10
of 6 901
pro vyhledávání: '"A. Ioannides"'
Speech-based depression detection poses significant challenges for automated detection due to its unique manifestation across individuals and data scarcity. Addressing these challenges, we introduce DAAMAudioCNNLSTM and DAAMAudioTransformer, two para
Externí odkaz:
http://arxiv.org/abs/2409.00391
Detecting out-of-distribution (OOD) data is crucial in machine learning applications to mitigate the risk of model overconfidence, thereby enhancing the reliability and safety of deployed systems. The majority of existing OOD detection methods predom
Externí odkaz:
http://arxiv.org/abs/2408.11237
We propose the Multi-Head Density Adaptive Attention Mechanism (DAAM), a novel probabilistic attention framework that can be used for Parameter-Efficient Fine-tuning (PEFT), and the Density Adaptive Transformer (DAT), designed to enhance information
Externí odkaz:
http://arxiv.org/abs/2401.11143
Autor:
Anastasia Antoniou, Nikolas Evripidou, Antreas Chrysanthou, Leonidas Georgiou, Cleanthis Ioannides, Kyriakos Spanoudes, Christakis Damianou
Publikováno v:
Journal of Medical Physics, Vol 49, Iss 2, Pp 203-212 (2024)
Purpose: The current study provides insights into the challenges of safely operating a magnetic resonance imaging (MRI)-guided focused ultrasound (MRgFUS) robotic system in a high-field MRI scanner in terms of robotic motion accuracy. Materials and M
Externí odkaz:
https://doaj.org/article/b4ea4d6302574167bfc673040d035c02
Publikováno v:
Interdisciplinary Journal of Virtual Learning in Medical Sciences, Vol 15, Iss 2, Pp 126-142 (2024)
Background: The COVID-19 pandemic has significantly impacted all areas of life, and graduate education is no exception. Although prior research points to the effectiveness of delivering course content virtually, research on the effect of the unexpect
Externí odkaz:
https://doaj.org/article/0aa5742a844945c1b49fae972cdeeb25
Autor:
Alexander J. Stratigos, Marie A. Richard, Clio Dessinioti, Carle Paul, Tamar Nijsten, Paolo Gisondi, Carmen Salavastru, Charles Taieb, Myrto Trakatelli, Luis Puig, Thrasyvoulos Tzellos, Dimitrios Ioannides, for the EADV burden of skin diseases project team
Publikováno v:
JEADV Clinical Practice, Vol 3, Iss 2, Pp 591-599 (2024)
Abstract Background There is no population‐based evidence on the prevalence and impact of skin diseases in Greece. Objectives To describe the prevalence of 12 main skin diseases and their impact on quality of life (QoL) and feelings of stigmatizati
Externí odkaz:
https://doaj.org/article/0f344796a383446ebcefe1bb72a0350d
Autor:
Ioannides, Georgios, Rallis, Vasilios
An initial real-time speech enhancement method is presented to reduce the effects of additive noise. The method operates in the frequency domain and is a form of spectral subtraction. Initially, minimum statistics are used to generate an estimate of
Externí odkaz:
http://arxiv.org/abs/2302.10313
Autor:
Marina O. Rontogianni, Dipender Gill, Emmanouil Bouras, Alexandros-Georgios Asimakopoulos, Ioanna Tzoulaki, Ville Karhunen, Terho Lehtimäki, Olli Raitakari, Matthias Wielscher, Veikko Salomaa, Sirpa Jalkanen, Marko Salmi, Markku Timonen, James Yarmolinsky, Jing Chen, Martin D. Tobin, Abril G. Izquierdo, Karl-Heinz Herzig, Anne E. Ioannides, Marjo-Riitta Jarvelin, Abbas Dehghan, Konstantinos K. Tsilidis
Publikováno v:
iScience, Vol 27, Iss 10, Pp 110704- (2024)
Summary: We investigated the effects of 35 inflammatory cytokines on respiratory outcomes, including COVID-19, asthma (atopic and non-atopic), chronic obstructive pulmonary disease (COPD), and pulmonary function indices, using Mendelian randomization
Externí odkaz:
https://doaj.org/article/eeb3d7c82b994b05a0ca4ff542ec24dc
Autor:
Ioannides, Dimitrios1 (AUTHOR), Rigopoulos, Dimitrios2,3,4 (AUTHOR), Papakonstantis, Markos5 (AUTHOR), Chasapi, Vasiliki6 (AUTHOR), Deligiannis, Panagiotis7 (AUTHOR), Rigatos, Panagiotis8 (AUTHOR), Lefaki, Ioanna9 (AUTHOR), Papadavid, Evangelia10 (AUTHOR), Pokas, Eteoklis11 (AUTHOR), Tsilifis, Spyridon7 (AUTHOR), Roussaki-Schulze, Angeliki-Viktoria12 (AUTHOR), Barkis, Ioannis7 (AUTHOR), Lazaridou, Elisabeth13 (AUTHOR), Fotiadou, Christina13,14 (AUTHOR), Zisimou, Chrysa15 (AUTHOR), Kallidis, Panagiotis16 (AUTHOR), Chatzakis, Vasileios17 (AUTHOR), Oikonomou, Chrysa18 (AUTHOR), Madia, Xenia19 (AUTHOR) xanthi-xanthippi.madia@novartis.com, Yu, Sebastian (AUTHOR)
Publikováno v:
Dermatologic Therapy. 9/18/2024, Vol. 2024, p1-12. 12p.
Autor:
Emily L. Graul, Clementine Nordon, Kirsty Rhodes, Shruti Menon, Mahmoud Al Ammouri, Constantinos Kallis, Anne E. Ioannides, Hannah R. Whittaker, Nicholas S. Peters, Jennifer K. Quint
Publikováno v:
BMC Pulmonary Medicine, Vol 24, Iss 1, Pp 1-12 (2024)
Abstract Background An immediate, temporal risk of heart failure and arrhythmias after a Chronic Obstructive Pulmonary Disease (COPD) exacerbation has been demonstrated, particularly in the first month post-exacerbation. However, the clinical profile
Externí odkaz:
https://doaj.org/article/5d521aa9554c49409c83e9d38dbcea4c