Zobrazeno 1 - 10
of 5 327
pro vyhledávání: '"Soltanian, A."'
Neural Architecture Search (NAS) methods autonomously discover high-accuracy neural network architectures, outperforming manually crafted ones. However, The NAS methods require high computational costs due to the high dimension search space and the n
Externí odkaz:
http://arxiv.org/abs/2410.22487
Autor:
Tashakori, Arvin, Jiang, Zenan, Servati, Amir, Soltanian, Saeid, Narayana, Harishkumar, Le, Katherine, Nakayama, Caroline, Yang, Chieh-ling, Wang, Z. Jane, Eng, Janice J., Servati, Peyman
Publikováno v:
Nature Machine Intelligence 6 (2024) 106-118
Accurate real-time tracking of dexterous hand movements and interactions has numerous applications in human-computer interaction, metaverse, robotics, and tele-health. Capturing realistic hand movements is challenging because of the large number of a
Externí odkaz:
http://arxiv.org/abs/2410.02221
Artificial intelligence algorithms have demonstrated their image classification and segmentation ability in the past decade. However, artificial intelligence algorithms perform less for actual clinical data than those used for simulations. This resea
Externí odkaz:
http://arxiv.org/abs/2410.00779
Autor:
Heidari, Moein, Rezaeian, Reza, Azad, Reza, Merhof, Dorit, Soltanian-Zadeh, Hamid, Hacihaliloglu, Ilker
Implicit Neural Representation (INR), leveraging a neural network to transform coordinate input into corresponding attributes, has recently driven significant advances in several vision-related domains. However, the performance of INR is heavily infl
Externí odkaz:
http://arxiv.org/abs/2409.10836
Automatic semantic segmentation of magnetic resonance imaging (MRI) images using deep neural networks greatly assists in evaluating and planning treatments for various clinical applications. However, training these models is conditioned on the availa
Externí odkaz:
http://arxiv.org/abs/2401.02941
Autor:
Deng, Hong, Zhang, Jing, Soltanian, Emadreza, Chen, Xiangfeng, Pang, Chao, Vaissiere, Nicolas, Neel, Delphine, Ramirez, Joan, Decobert, Jean, Singh, Nishant, Torfs, Guy, Roelkens, Gunther, Bogaerts, Wim
The explosion of data volume in communications, AI training, and cloud computing requires efficient data handling, which is typically stored as digital electrical information and transmitted as wireless radio frequency (RF) signals or light waves in
Externí odkaz:
http://arxiv.org/abs/2311.09258
Publikováno v:
Scientific Reports, Vol 14, Iss 1, Pp 1-9 (2024)
Abstract The study aimed to identify risk factors for childhood wasting in 1–2 year-olds in Hamadan city, focusing on this age group due to infection and malnutrition risks. Unlike previous cross-sectional studies on children under 5 years old, thi
Externí odkaz:
https://doaj.org/article/b92f85ed8771475d9f9a1e2a52330642
Autor:
Zhang, Wenwen, Tashakori, Arvin, Jiang, Zenan, Servati, Amir, Narayana, Harishkumar, Soltanian, Saeid, Yeap, Rou Yi, Ma, Meng Han, Toy, Lauren, Servati, Peyman
The kinematics of human movements and locomotion are closely linked to the activation and contractions of muscles. To investigate this, we present a multimodal dataset with benchmarks collected using a novel pair of Intelligent Knee Sleeves (Texavie
Externí odkaz:
http://arxiv.org/abs/2311.12829
Publikováno v:
Epidemiology and Health System Journal, Vol 11, Iss 3, Pp 166-168 (2024)
Diabetes is a metabolic disorder associated with severe medical consequences such as mental illness and sexual dysfunction in adults. In this cross-sectional study, 283 patients with type 2 diabetes, aged 20 to 70 and married, were selected in 2022-2
Externí odkaz:
https://doaj.org/article/fc054001a3a34a4a87fd6678c447462f
Autor:
Seyed Mohammad Sadegh Hosseini, Mohammad Hadi Rostami, Mahsa Bakhtiari, Alireza Soltanian, Sahar Nurani Gharaborghe
Publikováno v:
Journal of Rehabilitation, Vol 25, Iss 3, Pp 448-463 (2024)
Objective This study seeks to explore the effects of pelvic floor muscle exercises on urinary incontinence and leisure time in women diagnosed with multiple sclerosis (MS). Materials & Methods A quasi-experimental design was utilized in this study. T
Externí odkaz:
https://doaj.org/article/582ecff0330f4fe4a3d4c16c03e53816