Using deep learning for ultrasound images to diagnose chronic lateral ankle instability with high accuracy by Masamune Kamachi, Kohei Kamada, Noriyuki Kanzaki, Tetsuya Yamamoto, Yuichi Hoshino, Atsuyuki Inui, Yuta Nakanishi, Kyohei Nishida, Kanto Nagai, Takehiko Matsushita, Ryosuke Kuroda

“…The important features were visualized using occlusion sensitivity, a method for visualizing areas that are important for model prediction. …”
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Pancreas-preserving partial duodenectomy for non-ampullary duodenal neoplasms: three case reports by Shunsuke Ishida, Teijiro Hirashita, Yoko Kawano, Hiroki Orimoto, Shota Amano, Masahiro Kawamura, Atsuro Fujinaga, Takahide Kawasaki, Takashi Masuda, Yuichi Endo, Masayuki Ohta, Masafumi Inomata

“…Abstract Background There are multiple surgical procedures for resecting non-ampullary duodenal neoplasms (NADNs), and the appropriate method is selected depending on the tumor location and diagnosis. …”
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The Role of MDCT Coronary Angiography in the Detection of Benign Varieties and Anomalies of Coronary Blood Vessels—A Narrative Review by Ana Mladenovic Markovic, Ana Tomic, Miodrag Nisevic, Biljana Parapid, Nikola Boskovic, Marina Vitas, Miona Jevtovic, Sandra Grujicic

“…MDCT angiography is a non-invasive, dependable, safe, and sensitive method for the detailed visualization of coronary anatomy. …”
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OculusNet: Detection of retinal diseases using a tailored web-deployed neural network and saliency maps for explainable AI by Muhammad Umair, Jawad Ahmad, Oumaima Saidani, Mohammed S. Alshehri, Alanoud Al Mazroa, Muhammad Hanif, Rahmat Ullah, Muhammad Shahbaz Khan

“…This study introduces OculusNet, an efficient and explainable deep learning (DL) approach for detecting retinal diseases using OCT images. The proposed method is specifically tailored for complex medical image patterns in OCTs to identify retinal disorders, such as choroidal neovascularization (CNV), diabetic macular edema (DME), and age-related macular degeneration characterized by drusen. …”
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Deep Pseudogene Categorization and Genome-Wide Transcription Prediction Using GANP-Based Feature Selection and TabNet Interpretability by Zeeshan Ahmed, Kashif Munir, Muhammad Usama Tanveer, Syed Rizwan Hassan, Ateeq Ur Rehman, Habib Hamam

“…The system is fully implemented on accessible AI platforms (Google Colab, Kaggle), ensuring real-time simulation and reproducibility, especially for research teams with limited computational resources. This method offers a scalable, explainable solution for pseudogene identification and non-coding RNA characterization, with broad applications in cancer research, genome annotation, and precision transcriptomics. …”
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Atomic-scale Simulation Study of Creep Behavior in Nanocrystalline Mo by NI Weixuan, JIA Lixia, DOU Yankun, HE Xinfu, CAO Jinli, WANG Dongjie, YANG Wen

“…In this study, MD simulation was employed to investigate the tensile creep behavior of nanocrystalline Mo with varying grain sizes under different temperature and stress conditions. The Voronoi method was used to generate nanocrystalline Mo structures with random grain orientations, and tensile creep simulations were conducted using the LAMMPS software. …”
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The ARTICS Meniscal Technique: An Innovative All-Inside Meniscal Suture Technique Without Anchors by Frank Wein MD, Patrice Wong, Florian Collignon MD, Adrien Jacquot MD, Lisa Peduzzi MD

“…Results: This technique has a number of advantages over the usual techniques: economical: a cost saving is made with every single suture stitch compared to the usual method using an anchor; environmental: lower consumption of individually packaged implantable products; reproducible/safe: use of a large epidural needle means that all posterior meniscal tears can be sutured under arthroscopic guidance, with visualization of the needle entry and exit points above and below the meniscus; and fewer risks: lower risk of secondary meniscal tear by the suture (Tachibana effect) as the thread used is absorbable, as well as lower risk of cartilage lesions caused by migration of meniscal implants. …”
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Taking a look at your speech: identifying diagnostic status and negative symptoms of psychosis using convolutional neural networks by Gleb Melshin, Anthony DiMaggio, Nadia Zeramdini, Michael MacKinley, Lena Palaniyappan, Alban Voppel

“…Here, we investigate if this method has the potential to assist in the determination of diagnostic and symptom severity status. …”
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Tranexamic acid in ear surgery: enhancing surgical field visibility and reducing bleeding—a systematic review and meta analysis by Sung Ryul Shim, Jieun Shin, Cheol Mog Hwang, Yong Kyun Kim, Jong Bum Park, Jong-Yeup Kim

“…The findings of this meta-analysis indicate that intravenous tranexamic acid can be an effective method for reducing bleeding during ear surgery. This is achieved by significantly improving the surgical field of view and lowering MAP.…”
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Arthroscopic Management of Posterior Elbow Impingement by Melissa L. Carpenter BS, Jose F. Vega MD, Cameron Gerhold BS, Michael J. Murray BS, Trevor A. Poulson MS, Nikhil N. Verma MD

“…While traditionally performed in the supine or prone position, arthroscopic elbow debridement performed in the lateral decubitus position has distinct advantages that make it our preferred method. Indications: Arthroscopic debridement in the context of posterior elbow impingement is utilized when conservative management with rest, physical therapy, and nonsteroidal anti-inflammatory drugs (NSAIDs) does not provide improvement in pain or range of motion. …”
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The landscape of research on ferroptosis under hypoxic conditions: a bibliometric analysis by Di Yu, Yibo Hu, Meijuan Ma, Wenjia Li, Xiaohui Zhao

“…Therefore, we performed a bibliometric review of the Web of Science Core Collection (WoSCC) database to investigate the link between ferroptosis and hypoxia from January 2013 to December 2023.MethodThe core collection within the Web of Science bibliographic index was consulted to extract relevant articles and reviews. …”
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Social Media Listening pada Instagram untuk Kasus Kebakaran Hutan di Indonesia Menggunakan Graph Clustering by Rina Trisminingsih, Riski Adi Kurniawan

“…Abstract Social media listening is a method for conducting social network analysis by identifying and collecting information that can be used as the data source in certain cases. …”
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Application of Electrical Resistivity Tomography (ERT) in Detecting Abandoned Mining Tunnels Along Expressway by Mengyu Sun, Jian Ou, Tongsheng Li, Chuanghua Cao, Rong Liu

“…This study focuses on this abandoned mining area and employs the Electrical Resistivity Tomography (ERT) method to investigate the underground conditions, aiming to determine the location and scale of the subterranean goaf. …”
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Patient-Specific Custom Patellofemoral Arthroplasty by Erik Haneberg BS, Andrew Phillips BA, Josh Wright-Chisem MD, Adam Yanke MD PhD

“…Discussion/Conclusion: Utilizing the patient's native anatomy with a new, custom groove allows for improved, nonpathologic patellar tracking, especially in dysplastic cases, as seen in this case. This method for PFA holds the potential for improved patient satisfaction and advancement of patient-specific care in arthroplasty. …”
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Grape Leaf Diseases Identification System Using Convolutional Neural Networks and LoRa Technology by Zinon Zinonos, Socratis Gkelios, Ala F. Khalifeh, Diofantos G. Hadjimitsis, Yiannis S. Boutalis, Savvas A. Chatzichristofis

“…In this study, we use the Grad-CAM method to visualize the output layer judgments of the CNN. …”
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Integrative Analyses of Genes Associated with Fulminant Type 1 Diabetes by Xiaofeng Ye, Tianshu Zeng, Wen Kong, Lu-lu Chen

“…We intend to screen for crucial genes and potential molecular mechanisms in FT1D in this study. Method. We downloaded GSE44314, which includes six healthy controls and five patients with FT1D, from the GEO database. …”
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Genome-Wide Association Study for Test-Day Milk Yield, Proteins, and Composition Traits of Crossbred Dairy Cattle in Ethiopia by B. Rekik, T. Mestawet, A. Girma, M. Seid, J. Besufekad, S. Meseret

“…Using high-density SNP chip data and the fixed and random model circulating probability unification (Farm CPU) method via the Memory-efficient, Visualization-enhanced, and Parallel-accelerated R package (rMVP) (Version 1.0.7.), we analyzed traits including test-day milk yield (TDMY), total protein (TP), casein (CN), whey (W), protein percentage (P), fat percentage (F), lactose percentage (L), total solids (TS), density (D), solids-not-fat (SNF), salt (S), and freezing point (FP). …”
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Intraoperative ICG Dye Monitoring for Identification of Pituitary Adenoma in Endoscopic Transsphenoidal Surgery: A Prospective Observational Study by S. Balaji

“…Conclusion: ICG fluorescence endoscopy demonstrates potential as a real-time intraoperative tool for distinguishing pituitary tumors from surrounding tissues and for detecting dural invasion. This method may contribute to more complete tumor resections while reducing the risk of damage to adjacent normal structures.…”
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Recognizing and localizing chicken behaviors in videos based on spatiotemporal feature learning by Yilei Hu, Jinyang Xu, Zhichao Gou, Di Cui

“…The transfer learning results demonstrated that the model is applicable to chicken behavior recognition and localization tasks in real-world poultry farms. The proposed method handles cases where poultry behavior transitions occur within the video segment and improves the temporal resolution of video-based behavior recognition models.…”
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Transcranial Doppler for patent foramen ovale screening: is there a good correlation with transesophageal echocardiography? Doppler transcraniano contrastado para triagem de forame... by Marcos Christiano Lange, Viviane Flumignan Zétola, Admar Moraes de Souza, Élcio Juliato Piovesan, Juliano André Muzzio, Francisco Manoel Branco Germiniani, Lineu César Werneck

“…AIM: To evaluate cTCD for PFO screening comparing it to cTEE. METHOD: 45 previous cTCD performed for PFO diagnosis and correlated its findings with cTEE. …”
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