The Bullseye: HST, Keck/KCWI, and Dragonfly Characterization of a Giant Nine-ringed Galaxy by Imad Pasha, Pieter G. van Dokkum, Qing Liu, William P. Bowman, Steven R. Janssens, Michael A. Keim, Chloe Neufeld, Roberto Abraham

“…We also identify faint patches of emission at large radii (~70 kpc) in the HST imaging and confirm the association of this emission with the galaxy via spectroscopy. …”
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Comparison of Resampling Methods and Radiomic Machine Learning Classifiers for Predicting Bone Quality Using Dual-Energy X-Ray Absorptiometry by Mailen Gonzalez, José Manuel Fuertes García, María Belén Zanchetta, Rubén Abdala, José María Massa

“…<b>Methods</b>: A dataset of 1531 spine DXA images was automatically segmented and labelled based on Trabecular Bone Score (TBS) values. …”
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Atypical Metastases from Prostate Cancer: Alpha-Methylacyl-Coenzyme A Racemase (AMACR) as a Potential Molecular Target in Prostate-Specific Membrane Antigen-Negative Prostate Adeno... by Ilham Badrane, Angelo Castello, Matteo Brunelli, Corrado Cittanti, Sara Adamantiadis, Ilaria Bagni, Noemi Mindicini, Federica Lancia, Massimo Castellani, Licia Uccelli, Mirco Bartolomei, Luca Urso

“…Moreover, a literature review was performed by collecting cases of PCa patients with atypical metastatic spread detected via PET imaging, with the aim of highlighting the relationship between atypical sites of metastases, imaging presentation, and pathology findings.…”
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Minimal sourced and lightweight federated transfer learning models for skin cancer detection by Vikas Khullar, Prabhjot Kaur, Shubham Gargrish, Anand Muni Mishra, Prabhishek Singh, Manoj Diwakar, Anchit Bijalwan, Indrajeet Gupta

“…To compare with applied minimal resource transfer learning, same methodology has been applied using best identified model i.e. EfficientNetV2S for images of shape $$\:\:32\times\:32\times\:3$$ . The identified minimal and lightweight resource based EfficientNetV2S with images of shape $$\:32\times\:32\times\:3$$ have been applied for federated learning ecosystem. …”
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Improving Freedom of Visually Impaired Individuals with Innovative EfficientNet and Unified Spatial-Channel Attention: A Deep Learning-Based Road Surface Detection System by Amit Chaudhary, Prabhat Verma

“…Leveraging the EfficientNetB0 model as a foundational framework and employing unified spatial-channel attention, we classified road surface images captured from a wearable camera. Through rigorous training and evaluation on a substantial dataset of road images, our modified system exhibited remarkable performance, accurately identifying road surfaces with an impressive 99.39% accuracy rate. …”
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Thymoma. Case report by Miguel Acebo Rodríguez, Karla Andrea González Mancera, Antonio López Batista

“…Conclusions: an early and timely diagnosis of thymoma must be made to guarantee greater survival for patients, for which knowledge of its imaging characteristics is of special importance.…”
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Threat of a Cycle Proof: Vertebral Artery Dissection Associated with Posterior Inferior Cerebellar Artery Infarction by Francisco Monteiro, Pedro Oliveira, Artur Condé

“…The patient developed hypoesthesia of the face, diplopia, right lateropulsion, and Romberg with preferential rightward fall, and imaging studies demonstrated an extracranial vertebral artery dissection concomitant with PICA territory infarction. …”
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Efficient and Fast Light Field Compression via VAE-Based Spatial and Angular Disentanglement by Soheib Takhtardeshir, Roger Olsson, Christine Guillemot, Marten Sjostrom

“…Light field (LF) imaging captures both spatial and angular information, which is essential for applications such as depth estimation, view synthesis, and post-capture refocusing. …”
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Abdominal Wall Desmoid during Pregnancy: Diagnostic Challenges by Johnny Awwad, Nadine Hammoud, Chantal Farra, Farah Fares, George Abi Saad, Ghina Ghazeeri

“…Due to the diagnostic limitations of imaging techniques, desmoids should always be considered when the following manifestations are observed in combination: progressive growth of a solitary abdominal wall mass during pregnancy and well-delineated smooth tumor margins demonstrated by imaging techniques. …”
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Improving the Performance of Phase-Change Perfluorocarbon Droplets for Medical Ultrasonography: Current Progress, Challenges, and Prospects by Paul S. Sheeran, Paul A. Dayton

“…Over the past two decades, perfluorocarbon (PFC) droplets have been investigated for biomedical applications across a wide range of imaging modalities. More recently, interest has increased in “phase-change” PFC droplets (or “phase-change” contrast agents), which can convert from liquid to gas with an external energy input. …”
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Application of bone turnover markers in skeletal and extra-skeletal conditions in children and adults by Agnieszka Postępska, Przemysław Sikora

“…It comprises bone histomorphometry, imaging techniques and laboratory parameters including bone turnover markers (BTMs). …”
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Diagnostic Dilemmas in Carpal Tunnel Syndrome and Cervical Spine Disorders: A Comprehensive Review by Yuki Hara, Yuichi Yoshii

“…Understanding this limitation, the conclusion drawn is that no single clinical symptom, test, or imaging evaluation can be deemed uniquely reliable for diagnosing CTS or CS. …”
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Septic Arthritis of the Shoulder Complicating Pregnancy by Sara Raiser, Kathryn Davidson, Ashley Walsh, Robert Egerman

“…At 28 of weeks gestation, a patient presented with pyelonephritis and progressive left shoulder pain. Magnetic resonance imaging indicated early clavicular destruction and acromial involvement. …”
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Le jardinage amateur comme modèle pour une imagerie de l’espace public contemporain ? by Aurélien Ramos

“…Based on the cases of the cities of Angers, Marseilles, Nantes and Paris, this article looks at the development of images of amateur gardening practices in public spaces, disseminated on the websites of these municipalities and on Instagram. …”
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Perioperative Identification of an Accessory Fissure of the Right Lung by Yannick Taverne, Gert-Jan Kleinrensink, Peter de Rooij

“…Anatomical variations of lungs are common in clinical practice; however, they are sometimes overlooked in routine imaging. Surgical anatomy of the lung is complex and many variations are known to occur. …”
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Block-Based Mode Decomposition in Few-Mode Fibers by Chenyu Wang, Jianyong Zhang, Baorui Yan, Shuchao Mi, Guofang Fan, Muguang Wang, Peiying Zhang

“…The BMD uses randomly selected sample blocks of the beam images to restore mode coefficients instead of all pixels in the beam images. …”
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Two Neonates with Congenital Hydrocolpos by Vydehi Murthy, Jessica Costalez, Julie Weiner, Kristin Voos

“…Prenatal diagnosis and early newborn imaging studies leads to early detection and treatment of these cases. …”
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Lipoma of the Ischiorectal Fossa: A Rare Case Report by Djavan Khubanov, Kamala Gasimova

“…Clinical evaluation included imaging with contrast-enhanced magnetic resonance imaging (MRI), which confirmed the presence of a 147x67 mm transverse lipomatous mass extending into the right gluteal fold without malignant features. …”
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Malignant Lymphoma in the Psoas Major Muscle by Nobuhiro Akuzawa, Takashi Hatori, Aya Takase, Jun Aoki, Shinji Sakurai, Masahiko Kurabayashi

“…An 84-year-old Japanese man taking warfarin to prevent cerebral infarction secondary to atrial fibrillation was admitted to our hospital for evaluation of a painless right back mass. Magnetic resonance imaging (MRI) showed an oval-shaped mass in the right psoas major muscle. …”
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Filmer l’artificialisation d’une terre agricole périurbaine  by Olivier Bories

“…These images and sounds are used to collect the data and to produce and report the findings. …”
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