Comparison of Various GAN‐Based Bone Suppression Imaging for High‐Accurate Markerless Motion Tracking of Lung Tumors in CyberKnife Treatment by Zennosuke Mochizuki, Masahide Saito, Toshihiro Suzuki, Koji Mochizuki, Hikaru Nemoto, Hiroshi Onishi, Hiroshi Takahashi

“…The resulting images were evaluated against bone‐shadow‐free images using structural similarity index measure (SSIM), peak signal‐to‐noise ratio (PSNR), and Frechet inception distance (FID). …”
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Role of the optic nerve sheath diameter in the assessment of the effectiveness of decompressive surgery after malignant middle cerebral artery infarction by Ozgur Senol, Zeliha Cosgun, Emine Dagistan, Bekir Enes Demiryurek, Seckin Emre Cancan

“…However, The ICP can also be assessed through a non-invasive method, comprised of the measurement of the optic nerve sheath diameter (ONSD) through ultrasound (US). Objective To evaluate the ICP of patients who underwent wide decompressive craniectomy after middle cerebral artery (MCA) infarction via preoperative and postoperative ONSD measurements. …”
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A model for preliminary cost estimation in buildings construction projects by Hassanean S. H. Jassim, Musaab F. Hasan, Mohammed J. Altaee, Yaser Gamil

“…Despite recent rapid developments in computer programs used to improve buildings construction sector cost estimation techniques, costing models utilizable in a building construction project’s early planning stages remain scarce due to the lack of a simplified, integrated method that can operate with the limited data available. …”
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Bar Dislocation after Pectus Excavatum Repair: A Systematic Review of Risk Factors, Stabilization Techniques, and Management Strategies by H Shafeeq Ahmed, Sneha Reddy Pulkurthi, Akhil Fravis Dias, Bethineedi Lakshmi Deepak, Prekshitha Mohan R

“…Imaging modalities like chest X-rays and 3-dimensional computed tomography scans proved critical for early detection. …”

Antimicrobial, antibiofilm and antioxidant activities of bioactive secondary metabolites of marine Scarus ghobban gut-associated Aspergillus niger: In-vitro and in-silico studies by Hagar Abdellatief, Amira E. Sehim, Amany M. Emam, Mahmoud Amer, Sawsan Dacrory, Amr H. Hashem

“…Eventually, docking studies and computational calculations have been utilized to demonstrate the reactivity of the molecules. …”
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Metformin facilitates osteogenic differentiation of bone marrow stromal cells through AMPK-dependent autophagy: an investigation into the healing of osteoporotic fractures in murin... by Daoguang Du, Shan Hong, Yanbin Zhang, Ziyu Wang, Hao Li, Zhicheng Gao

“…Future research should focus on optimizing metformin dosage and administration routes and evaluating the long-term safety and efficacy of this therapeutic approach for patients with osteoporotic fractures.…”
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Machine Learning Models for Predicting Seismic Response of a Novel Two-Stage Friction Pendulum Isolated Bridge Structure by Hanzlah Akhlaq, Tianbo Peng, Kawsu Jitteh, Muhammad Salman Khan

“…Traditional methods, such as Nonlinear Time History Analysis (NLTHA), are computationally intensive, time-consuming, and require an expert analyst. …”
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The location of the centre of the proximal quadriceps tendon in kinematically aligned total knee arthroplasty is not associated with poor outcome scores or symptomatic patellar ins... by Daniel Razick, Muzammil Akhtar, Stephen M. Howell, Alexander J. Nedopil, Maury L. Hull

“…An evaluator measured the location of the PQT relative to the centre of the distal prosthetic trochlear groove. …”
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Resorption characteristics of an open architecture biocomposite interference screw after ACL reconstruction by Martin Lind, Torsten Grønbech Nielsen, Flemming K. Nielsen, Ole G. Sørensen, Bjarne Mygind‐Klavsen, Peter Faunø

“…Primary endpoint: Tunnel volume. implant volume and new bone formation in the tibial tunnel is evaluated by quantitative computed tomography (CT) scanning. …”
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A Feasibility Study for Clinical Implementation of hypo fractionated SBRT Program at a Clinic in an LMIC Using Locally Designed Lung Phantom by Abigail N.M. Quaye, MPhil, Eric C.D.K. Addison, PhD, Ernest Osei, PhD, Afua A. Yorke, PhD

“…The near maximum (D2%), mean, V5, V10, V15, and V20 values were used as the dose metrics to evaluate the dose to the lung. Maximum dose was used to evaluate the dose to the spinal cord, and the maximum and mean doses were used to evaluate doses to the esophagus, heart, trachea, and ribs. …”
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Stratification system with dual human endogenous retroviruses for predicting immunotherapy efficacy in metastatic clear-cell renal cell carcinoma by Li Xu, Stephane Oudard, Catherine Sautes-Fridman, Xiaoping Su, Gabriel G. Malouf, Virginie Verkarre, Salma Kotti, Fangrong Yan, Yann-Alexandre Vano, Wolf Herve Fridman, Cheng-Ming Sun, Xiaofan Lu, Wenxuan Cheng

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Improving the accuracy of honey bee forage class mapping using ensemble learning and multi-source satellite data in Google Earth Engine by Filagot Mengistu, Binyam Tesfaw Hailu, Temesgen Alemayehu Abera, Janne Heiskanen, Tadesse Terefe Zeleke, Tino Johansson, Petri Pellikka

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Artificial intelligence in healthcare text processing: a review applied to named entity recognition by Samuel Santana de Almeida, Raphael Silva Fontes, Luca Pareja Credidio Freire Alves, Methanias Colaço Júnior, Methanias Colaço Júnior, Methanias Colaço Júnior, Gleyson José Pinheiro Caldeira Silva, Lyane Ramalho Cortez, Antonio Higor Freire de Morais, Guilherme Medeiros Machado, Hugo Gonçalo Oliveira, Aliete Cunha-Oliveira, João Paulo Queiroz dos Santos, Ricardo Alexsandro de Medeiros Valentim

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Application of numerical analysis and machine learning techniques to improve drying performance and energy consumption of microwave-assisted convective dryer by Hany S. El-Mesery, Ahmed H. ElMesiry, Mohammad Kaveh, Zicheng Hu, Abdallah Elshawadfy Elwakeel, Sara Elhadad

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Hybrid Deep Neural Network-Based Generation Rescheduling for Congestion Mitigation in Spot Power Market by Anjali Agrawal, Seema N. Pandey, Laxmi Srivastava, Pratima Walde, Saumya Singh, Baseem Khan, R. K. Saket

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Fast Bayesian inference for neutrino non-standard interactions at dark matter direct detection experiments by Dorian W P Amaral, Shixiao Liang, Juehang Qin, Christopher Tunnell

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“Mechanical Characterization and Predictive Modeling of Abaca-Bagasse Polyester Sandwich Composites Using an Artificial Neural Network” by Ramesh S, Maruthi Prashanth B. H, Sandeepkumar Gowda, Asif Iqbal Mulla, Priyaranjan Sharma, Gajanan Anne

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Machine learning-based prediction of vesicoureteral reflux outcomes in infants under antibiotic prophylaxis by Nooshin Tafazoli, Hooman Kamran, Roozbeh Bazargani, Mehrnoosh Samaei, Mitra Naseri, Abdol-Mohammad Kajbafzadeh

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Large Language Models for Transforming Healthcare: A Perspective on DeepSeek‐R1 by Jinsong Zhou, Yuhan Cheng, Sixu He, Yingcong Chen, Hao Chen

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Large language models in oncology: a review by Fei-Fei Liu, David Chen, Srinivas Raman, Rod Parsa, Karl Swanson, John-Jose Nunez, Andrew Critch, Danielle S Bitterman

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