Revolutionizing prostate cancer diagnosis: Unleashing the potential of an optimized deep belief network for accurate Gleason grading in histological images by S. Angel Latha Mary, S. Siva Subramanian, G. Priyanka, T. Vijayakumar, Suganthi Alagumalai

“…However, evaluating these sorts of images is difficult and time-consuming, requiring histopathological image recognition as the most reliable method for treating PC because of its distinct visual characteristics. …”
Get full text

Impact of training data composition on the generalizability of convolutional neural network aortic cross-section segmentation in four-dimensional magnetic resonance flow imaging by Chiara Manini, Markus Hüllebrand, Lars Walczak, Sarah Nordmeyer, Lina Jarmatz, Titus Kuehne, Heiko Stern, Christian Meierhofer, Andreas Harloff, Jennifer Erley, Sebastian Kelle, Peter Bannas, Ralf Felix Trauzeddel, Jeanette Schulz-Menger, Anja Hennemuth

“…However, the manual or semi-automatic segmentation of aortic vessel boundaries in 4D flow data introduces variability and limits the reproducibility of aortic hemodynamics visualization and quantitative flow-related parameter computation. …”
Get full text

Perception-Based H.264/AVC Video Coding for Resource-Constrained and Low-Bit-Rate Applications by Lih-Jen Kau, Chin-Kun Tseng, Ming-Xian Lee

“…By targeting regions most relevant to the human visual system, the proposed method enhances perceptual quality while optimizing resource usage, making it particularly suitable for embedded systems and bandwidth-limited communication channels. …”
Get full text

Pour un emboîtement médiatique et méthodologique by Alessandro Rossi

“…The method used here brings together Iconology and Visual Semiotics. …”
Get full text

Comparison the Effect of Kermanshahi Massage with and without Plastic Masking (Shrink Therapy) on Symptoms of the Trigger Points in the Upper Trapezius Muscle by Kamran Mahlooji, Mahsima Abdoli, Fataneh Hashem-Dabaghian

“… The Kermanshahi method of massaging (KM) has been conducted traditionally by this family for many years. …”
Get full text

Midline lumbar fusion using cortical bone trajectory screws. Preliminary report by Mateusz Bielecki, Przemysław Kunert, Marek Prokopienko, Arkadiusz Nowak, Tomasz Czernicki, Andrzej Marchel

“…Introduction : Midline lumbar fusion (MIDLF) using cortical bone trajectory is an alternative method of transpedicular spinal fusion for degenerative disease. …”
Get full text

Harnessing self-supervised learning to boost malicious traffic detection with enhanced attention by SUN Jianwen, ZHANG Bin, LI Hongyu, CHANG Heyu

“…The existing deep learning-based malicious traffic detection methods generally suffered from three main problems: labeled sample scarcity, inadequate representation of malicious behavior traffic features, and a high false positive rate due to ineffective integration of behavioral association patterns during detection. …”
Get full text

Gingival crevicular glucose estimation and patient’s perception of pain during routine dental examination - a concept based on a novel patented periodontal device by AlQahtani Nabeeh Abdullah, Khader Mohasin Abdul, Javali Mukhatar Ahmed

“…Therefore, correlation of blood glucose between the conventional finger-prick blood glucose (FPBG) and gingival crevicular blood glucose (GCBG) method, along with estimation of patient's pain perception by visual analogue scale (VAS). …”
Get full text

ABDviaMSIFAT: Abnormal Crowd Behavior Detection Utilizing a Multi-Source Information Fusion Technique by Ali Ahmad Hamid, S. Amirhassan Monadjemi, Bijan Shoushtarian

“…Our approach exceeds conventional visual and motion-centric methods, enabling a more comprehensive grasp of abnormal behaviors. …”
Get full text

Teachers’ barriers in implementing the revised curriculum for deaf learners: The case of two special schools in Northern Namibia by Isidor Haufiku, Hilya Tulipomwene Shuulinawa Nghitoolwa, James Abah

“…Participants were selected using the total population sampling method and data were collected using a questionnaire and focus group discussion. …”
Get full text

ACTIVITY OF THE LANDSLIDE ZONES OF THE STAVROPOL UPLAND by V. V. Razumov, K. S. Viskhadzhieva, N. V. Razumova, A. V. Skripchinskiy

“…Cartographic method was also used to visualize the landslide zones distribution in the study area. …”
Get full text

Unsupervised Domain Adaptation for SAR Ship Detection Based on Multitask Decoupling by Yirong Yang, Xi Yang, Dong Yang

“…Facing the challenge, we propose an unsupervised domain adaptation method for SAR ship detection based on multitask decoupling, which leverages data annotated with optical images instead of SAR annotations. …”
Get full text

Investigating pea (Pisum sativum L.) flowering with high throughput field phenotyping and object detection by Corina Oppliger, Radek Zenkl, Achim Walter, Beat Keller

“…To observe flowering dynamics under field conditions, visual ratings have been a standard method for decades. …”
Get full text

Sensitive and specific peak detection for SELDI-TOF mass spectrometry using a wavelet/neural-network based approach. by Vincent A Emanuele, Gitika Panicker, Brian M Gurbaxani, Jin-Mann S Lin, Elizabeth R Unger

“…The method shows promise in addressing the ongoing SELDI reproducibility issues.…”
Get full text

TMFN: a text-based multimodal fusion network with multi-scale feature extraction and unsupervised contrastive learning for multimodal sentiment analysis by Junsong Fu, Youjia Fu, Huixia Xue, Zihao Xu

“…Abstract Multimodal sentiment analysis (MSA) is crucial in human-computer interaction. Current methods use simple sub-models for feature extraction, neglecting multi-scale features and the complexity of emotions. …”
Get full text

Research on injection molded parts defect detection algorithm based on multiplicative feature fusion and improved attention mechanism by Rongnan Zhang, Yang Li, Zhiguang Guan

“…However, traditional defect detection methods for these parts often rely on manual visual inspection, which is inefficient, expensive, and prone to errors. …”
Get full text

Breast Cancer Classification With Enhanced Interpretability: DALAResNet50 and DT Grad-CAM by Suxing Liu, Galib Muhammad Shahriar Himel, Jiahao Wang

“…Furthermore, the proposed Dynamic Threshold Grad-CAM (DT Grad-CAM) method provides clearer and more focused visualizations, enhancing interpretability and assisting medical experts in identifying key features.…”
Get full text

Three-Dimensional Weld Pool Monitoring and Penetration State Recognition for Variable-Gap Keyhole Tungsten Inert Gas Welding Based on Stereo Vision by Zishun Wang, Yonghua Shi, Yanxin Cui, Wenqian Yan

“…Compared to arc voltage sensing and acoustic signal sensing, visual sensing is a method capable of obtaining the three-dimensional geometric features of the weld pool. …”
Get full text

Evaluation of Translation Rate Through L-azidohomoalanine (AHA) Incorporation and Subsequent Alkyne Fluorophore–Mediated Click Chemistry in Yeast by Mainak Jha, Koyeli Mapa

“…Accurate measurement of protein translation rates is crucial for understanding cellular processes and disease mechanisms. However, existing methods for quantifying translation rates in yeast cells are limited. …”
Get full text

Numerical statistical analysis on self-organizing behavior of microfracturing events in rock failure by Houquan Zhang, Hao Shi, Yu Wu, Hai Pu

“…Through the analysis of the frequency and size of damaged element groups by rescaled range analysis method, the time series of microfracturing events exhibits the self-similar scale-invariant properties. …”
Get full text