Development of CNN-Based Semantic Segmentation Algorithm for Crop Classification of Korean Major Upland Crops Using NIA AI HUB by Dong-Wook Kim, Gyujin Jang, Hak-Jin Kim

“…The dataset includes labeled RGB images of six winter crops—white radish, cabbage, onion, garlic, broccoli, and carrot—grown on Jeju Island, a key agricultural hub. …”
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Coronary Artery Spasm: New Insights by Anthony Matta, Frederic Bouisset, Thibault Lhermusier, Fran Campelo-Parada, Meyer Elbaz, Didier Carrié, Jerome Roncalli

“…Regardless of the limited benefits proffered by the newly emerged cardiac imaging modalities, the provocative test remains the cornerstone diagnostic tool for CAS. …”
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Radiographic localization of supernumerary teeth: a narrative review by Sreekanth Kumar Mallineni, Robert Prashanth Anthonappa, Jayakumar Jayaraman, Nigel Martyn King

“…Conventional radiographs only provide two-dimensional views of 3-dimensional structures. Three-dimensional imaging alone can provide accurate data on impacted supernumerary teeth but, the need for this film has to be justified because of the higher radiation exposure.…”
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VisualSAF-A Novel Framework for Visual Semantic Analysis Tasks by Antonio V. A. Lundgren, Byron L. D. Bezerra, Carmelo J. A. Bastos-Filho

“…The General DL Model processes input images, extracting high-level features through a backbone network and detecting regions of interest. …”
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Magnifying Endoscopic Features of Follicular Lymphoma Involving the Stomach: A Report of Two Cases by Masaya Iwamuro, Katsuyoshi Takata, Seiji Kawano, Nobuharu Fujii, Yoshiro Kawahara, Tadashi Yoshino, Hiroyuki Okada

“…Magnifying endoscopic observation with narrow-band imaging showed that the gastric pits were only partially preserved and were destroyed in most of the stomach. …”
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Impact of non-Hermiticity and nonlinear interactions on disorder-induced localized modes by Bhupesh Kumar, Jonathan Andreasen, Patrick Sebbah

“…Here, the degree of non-Hermiticity of an active scattering medium is controlled by shaping the pump. By imaging the intensity distribution of individual localized lasing modes, we demonstrate experimentally their insensitivity to local pumping; a signature that orthogonality is preserved between modes localized away from the system boundaries, as theoretically established. …”
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YOLOV9-CBM: An Improved Fire Detection Algorithm Based on YOLOV9 by Xin Geng, Xiao Han, Xianghong Cao, Yixuan Su, Dongxue Shu

“…Firstly, to tackle the shortage of both quality and quantity in the existing fire datasets, we collected 2,000 fire and smoke images to establish a dataset named CBM-Fire. Secondly, the RepNCSPELAN4 module of the YOLOv9 backbone was replaced with the C3 module containing SE Attention to improve detection efficiency while guaranteeing accuracy. …”
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Spatial accuracy of dose delivery significantly impacts the planning target volume margin in linear accelerator-based intracranial stereotactic radiosurgery by Yuta Takahashi, Riki Oshika, Rie Tachibana, Katsuyuki Shirai, Hiroshi Asakura, Masayoshi Miyazaki, Tomohiro Sagawa, Shinichi Takahashi, Tsunekazu Kuwae, Hironori Kojima, Shiro Nishiyama, Hikaru Nemoto, Yoshitomo Ishihara, Mariko Umeda, Kotaro Kijima, Daisuke Kobayashi, Keiji Suzuki, Yuki Nozawa, Kento Hoshida, Tomoki Kitagawa, Hiromitsu Endo, Yuki Matsunaga, Hiroya Itagaki, Mayumi Ishida, Shigeru Kanahara, Ryo Horita, Daisuke Hori, Hidenobu Tachibana

“…Variability in dose delivery accuracy was observed, with the distance between the imaging isocenter and each beam exceeding 1 mm at one institution for Varian and nine institutions for Elekta. …”
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Giant prolactinoma with progressive cranial settling and central herniation: a case report by Taha Shahbazi, Soheil Abdollahi Yeganeh, Shiva Borzouei, Mahdi Arjipour

“…Case presentation The patient was a 39-year-old Iranian man from a village around Hamadan city who presented with quadriparesis and paresthesia as well as loss of libido and impotence. Magnetic resonance imaging and computed tomography showed a huge diffuse avid enhancing infiltrating osteolytic lesion at the skull base. …”
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Pulse current assisted regulation for creep aging behavior of 1420 alloy under different current density by Yuan Liu, Minghao Li, Guoqing Chen, Yufei Zu, Wenlong Zhou, Xuesong Fu

“…Furthermore, dislocation density, assessed using the Williamson–Hall method, and dimensions of the δ′ phase (Al3Li), determined by Nano Measurer 1.2 software from transmission electron microscopy images, are found higher in ECA samples at the same temperature, contributing to enhanced yield strength. …”
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Multifunctional Templates for Minimized Osteotomy, Implantation, and Palatal Distraction with a Mini-Screw-Assisted Expander in Schizodontism and Maxillary Deficit by Manfred Nilius, Katrin Hess, Dominik Haim, Bernhard Weiland, Guenter Lauer

“…The use of navigation templates based on three-dimensional X-ray images allows for precise insertion of temporary mini-implants for the acquisition of palatal distractors. …”
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Idiopathic CRMO and MEFV Gene Variant Alleles: Is There Any Relationship? by Farhad Salehzadeh, Hassan Anari, Sepehr Sarkhanloo

“…Blood samples of patients, who diagnosed as childhood idiopathic CRMO by imaging and pathologic study from June 2011 until September 2018, have been screened for the 12 common pathogenic variants of MEFV gene mutations. …”
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ENDOCRINE DISORDERS IN DOGS: EPIDEMIOLOGY, CLINICAL PRESENTATION, AND DIAGNOSTIC METHODS by Daniela Neagu, Vlad-Emil Luca, Răzvan Codea, Cristian Popovici, Anca Bărbos, Ștefania Dandea, Dragoș Hodor, Alexandra Biriș

“…Diagnostic methods included glucose monitoring, glycemic curve analysis, and low-dose dexamethasone suppression tests, with imaging (ultrasound) confirming endocrine gland involvement in 50% of Cushing's cases. …”
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Liver Metastases in Pancreatic Acinar Cell Carcinoma Treated with Selective Internal Radiation Therapy with Y-90 Resin Microspheres by Felipe Nasser, Joaquim Maurício Motta Leal Filho, Breno Boueri Affonso, Francisco Leonardo Galastri, Rafael Noronha Cavalcante, Diego Lima Nava Martins, Vanderlei Segatelli, Lilian Yuri Itaya Yamaga, Rene Claudio Gansl, Bernardino Tranchesi Junior, Antônio Luiz de Vasconcellos Macedo

“…After partial pancreatectomy, the left and right lobes of the liver were separately treated with Y-90 resin microspheres. Follow-up imaging revealed that all hepatic nodules shrank by at least 50%, and 3 nodules disappeared completely. …”
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Comparison of Feature Selection and Feature Extraction Role in Dimensionality Reduction of Big Data by Haidar Khalid Malik, Nashaat Jasim Al-Anber, Fuad AbdoEsmail Al- Mekhlafi

“…Some techniques are more efficient than others in text data and others are more efficient in dealing with images. …”
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Lightweight marine biodetection model based on improved YOLOv10 by Wei Pan, Jiabao Chen, Bangjun Lv, Likun Peng

“…In IoT-enabled marine biology, real-time monitoring of marine organisms faces challenges due to blurred images and complex underwater backgrounds, which hinder feature extraction and lead to missed detections. …”
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Comparison of Retinal Microvessel Blood Flow Velocities Acquired with Two Different Fields of View by Jin Zhou, Min Li, Wan Chen, Ye Yang, Liang Hu, Liang Wang, Hong Jiang, Jianhua Wang

“…To compare the different retinal blood flow velocities (BFVs) acquired with different fields of view (FOVs) using the retinal function imager (RFI), twenty eyes of twenty healthy subjects were enrolled in the study. …”
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Evaluation of parameters extracted from tissue residue functions in dynamic susceptibility contrast MRI: Healthy volunteers examined during normal breathing and spontaneous hyperve... by Ronnie Wirestam, Arthur Chakwizira, Peter Reinstrup

“…Dynamic susceptibility contrast magnetic resonance imaging (DSC-MRI) is the most common MRI method in clinical environments for assessment of perfusion-related parameters. …”
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Optic Nerve Sonography in the Diagnostic Evaluation of Pseudopapilledema and Raised Intracranial Pressure: A Cross-Sectional Study by Masoud Mehrpour, Fatemeh Oliaee Torshizi, Shooka Esmaeeli, Salameh Taghipour, Sahar Abdollahi

“…This was a cross-sectional study in which patients with optic nerve head swelling were referred for LP exam after optic nerve head swelling diagnosis confirmation and having normal brain imaging (CT scan). Before LP (lumbar puncture) exam the patients were referred for optic nerve ultrasound test of both eyes. …”
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Altered Spontaneous Brain Activity of Children with Unilateral Amblyopia: A Resting State fMRI Study by Peishan Dai, Jinlong Zhang, Jing Wu, Zailiang Chen, Beiji Zou, Ying Wu, Xin Wei, Manyi Xiao

“…This study is aimed at investigating differences in local brain activity and functional connectivity (FC) between children with unilateral amblyopia and healthy controls (HCs) by using resting state functional magnetic resonance imaging (rs-fMRI). Methods. Local activity and FC analysis methods were used to explore the altered spontaneous brain activity of children with unilateral amblyopia. …”
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