Editorial for the Special Issue “Advances in Medical Image Processing, Segmentation, and Classification” by Wan Azani Mustafa, Hiam Alquran

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Persistent cough after segmental resection, an issue that clinicians need to pay more attention to by He Guan, Zhijun Han, Qifei Wan, Qiangwen Huang, Li Wei, Jiwei Li

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Resolving Energy Consumption Issues and Spectrum Allocation for Future Broadband Networks by Sinan Najamaldeen Azzah, Sadia Din, Muhammad Ilyas, Imran Ashraf, Gyu Sang Choi

“…The segmentation is obtained by an iterative process based on computational clusters calculation which is finalized by a post clustering analysis. …”
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Increasing belief but issue fatigue: Changes in Australian Household Climate Change Segments between 2011 and 2016. by Mark Morrison, Kevin Parton, Donald W Hine

“…Between the two periods, we found the proportion of households in the Alarmed and Concerned segments was stable; however there was a decrease (28% to 20%) in the proportion of households in the Doubtful and Dismissive segments and an increase (27% to 33%) in the Cautious and Disengaged segments. …”
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SURGICAL ISSUES OF SEGMENTAL MANDIBULAR RESECTION IN THE COMBINATION AND COMPLEX TREATMENT OF LOCALLY ADVANCED AND RECURRENT OROPHARYNGEAL CANCER by D. V. Sikorsky, S. O. Podvyaznikov, A. N. Volodin, A. A. Chernyavsky

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Geological environment and main geological safety challenges in the northern segment of the southeast Xizang (Tibet) power transmission corridor by TIAN Xuwen, WANG Yanbing, ZHU Shu, YAO Xin, LI Xianxin

“…This study aims to safeguard the geological route selection, construction, and operation of the northern segment of the southeast Xizang(Tibet) power transmission corridor.  …”
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Research progress,key scientific issues,and prospects of segmented fracturing and pressure relief gas drainage technology for coal seam roof horizontal wells by Ke YANG, Zhainan ZHANG, Xinzhu HUA, Wenjie LIU, Xin LYU, Xiaolou CHI, Changcheng WANG, Caiqing LI

“…The segmented fracturing and pressure relief gas drainage technology in the horizontal well of the coal seam roof is a key means to guide the efficient gas extraction in deep, high gas, soft and low permeability coal seams.Based on this, a full lifecycle development concept for the segmented fracturing, pressure relief,and gas drainage engineering of the coal seam roof horizontal well is proposed, including three stages: early scientific planning, mid-term engineering construction, and later safety management.This paper summarizes the research progress on the full life cycle development of segmented fracturing and pressure relief gas drainage in coal seam roof horizontal wells, constructs an overall research framework for key scientific issues related to segmented fracturing and pressure relief gas drainage in coal seam roof horizontal wells, and looks forward to its future development direction.The results show that the expansion of segmented fracturing cracks in the horizontal well of the coal seam roof is extremely complex due to geological factors, construction parameters, and physical properties.It is urgent to comprehensively evaluate the primary and secondary relationships under the influence of multiple factors in crack expansion, and reveal the mechanism of coal seam roof fracturing crack expansion under the influence of multiple factors.Exploring the critical relationship between the coupling of stress, water, temperature, and coal factors on the promotion and inhibition of coalbed methane adsorption, desorption, and migration, and establishing an optimal model for coalbed methane adsorption and desorption under multiple critical indicators, is the key to achieving efficient coalbed methane extraction. …”
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MSegNet: A Multi-View Coupled Cross-Modal Attention Model for Enhanced MRI Brain Tumor Segmentation by Yu Wang, Juan Xu, Yucheng Guan, Faizan Ahmad, Tariq Mahmood, Amjad Rehman

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PILAR PRIETO, JOAN MASCARÓ y MARIA-JOSEP SOLÉ (eds) (2007): Segmental and Prosodic Issues in Romance Phonology, Amsterdam/Philadelphia, John Benjamins Publishing Company.

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EMSAM: enhanced multi-scale segment anything model for leaf disease segmentation by Junlong Li, Quan Feng, Jianhua Zhang, Jianhua Zhang, Sen Yang

“…Accurate segmentation of leaf diseases is crucial for crop health management and disease prevention. …”
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On the issue of telocytes of skin by A. Yu. Tcibulevsky

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MW‐SAM:Mangrove wetland remote sensing image segmentation network based on segment anything model by Yu Zhang, Xin Wang, Jingye Cai, Qun Yang

“…This paper proposes a novel semantic segmentation framework for mangrove wetlands called mangrove wetland remote sensing image segmentation network based on segment anything model (MW‐SAM) to address these issues. …”
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“The role of ai-driven social media marketing in shaping consumer purchasing behaviour: An empirical analysis of personalization, predictive analytics, and engagement” by Patil Ruturaj, K Shivashankar, Porapur Shantavva M., Kagawade Shivanand

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Biomicroscopic Lenses to Visualise Posterior Segment by Khushboo Chawla, Shraddha Raj Shrivastava

“…Ophthalmology is a unique field allowing the clinician a non-invasive ‘window’ to the organ of interest as the eye and especially its posterior segment hide's information, not just about eye-related issues but also about the patient's general well-being. …”
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Hadamard Layer for Improve Semantic Segmentation by Angello Hoyos, Mariano Rivera

“…Semantic segmentation is crucial in image analysis but remains challenging due to performance and robustness issues. …”
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Approach to Enhancing Panoramic Segmentation in Indoor Construction Sites Based on a Perspective Image Segmentation Foundation Model by Juho Han, Sebeen Yoon, Mingyun Kang, Taehoon Kim

“…Future research will focus on resolving computational efficiency issues resulting from iterative SAM execution and will extend the applicability of the proposed approach to diverse segmentation tasks and models.…”
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On the issue of self-regulation of the financial markets by Yu. S. Bugaev, S. I. Rybakov

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Topical issues of an applied vaping research by L. A. Davletshina, M. V. Karmanov

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Comparative Analysis between Active Contour and Otsu Thresholding Segmentation Algorithms in Segmenting Brain Tumor Magnetic Resonance Imaging by Sarah Husham, Aida Mustapha, Salama A. Mostafa, Mohammed K. Al-Obaidi, Mazin Mohammed, Alyaa Idrees Abdulmaged, S. Thomas George

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Enhanced boundary perception and streamlined instance segmentation by Junyong Shi, Guangzhi Chen, Yu Chen

“…In this paper, we introduce BorderMask, a novel framework that enhances boundary perception and streamlines instance segmentation. BorderMask comprises three key innovations: the Multiscale Boundary Perception Enhanced Attention (MBPEA) module, which iteratively optimizes multi-scale boundary features; the Cross-modal Link Structure (CMLS), which enables information exchange between detection and segmentation branches; and the Equilibrium Map loss function, which mitigates class imbalance issues. …”
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