SumGPT: A Multimodal Framework for Radiology Report Summarization to Improve Clinical Performance by Tipu Sultan, Mohammad Abu Tareq Rony, Mohammad Shariful Islam, Samah Alshathri, Walid El-Shafai

“…The dataset used in this study comprises 1,952 radiology images with detailed textual reports for training and 488 images with reports for testing. The SumGPT technique was evaluated against several baseline models, including BERT + EfficientNet, XLM-RoBERTa + ViT, T5+ CLIP, VisualGPT (GPT-2+ ViT), and others, using a dataset explicitly designed for this task. …”
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THE ETHICAL STARTUP? by Alexis Walker

“…Auer, “All your data (effectively) belong to us: data practices among direct-to-consumer genetic testing firms,” Genetics in Medicine 19 (2017): 513-520…”
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Study on dynamic strength criterion of sandstone under the coupling influence of confining pressure, bedding angle and impact pressure by Wenbing Fan, Junwen Zhang, Yang Yang, Jiaqi Wang, Lin Mao, Shaokang Wu, Yang Zhang, Xukai Dong, Yifan Huang, Chuanzhong Jiang

“…Using a modified split Hopkinson pressure bar (SHPB) system, uniaxial dynamic impact tests and three-dimensional dynamic-static combined loading tests were conducted on sandstone specimens with varying bedding angles (0°, 30°, 45°, 60°, 90°), confining pressures (0, 5, 10, 20 MPa), and impact pressures (0.8, 1.2, 1.6 MPa). …”
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Pseudohypoparathyroidism type 1B mimicking gitelman syndrome: diagnostic pitfalls and molecular insights by Yiming Zhao, Lijun Mou, Oumayma Akaaboune, Jiudan Zhang

“…This study aimed to explore the clinical characteristics, diagnostic strategies, and therapeutic responses of PHP1B presenting with hypokalemia and to explicitly address the diagnostic challenge of differentiating it from GS.MethodsRetrospective analysis of five patients initially misdiagnosed with GS due to hypokalemia but ultimately confirmed as PHP1B were collected. …”
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Air Pollution and Agricultural Economic Resilience in China: The Moderating Role of Environmental Regulation by Xinwen Ye, Jie Zhou, Yujie Zhang, Dungang Zang

“…This study aims to systematically investigate the impact of air pollution on agricultural economic resilience and its mechanisms of action and to explicitly assess the moderating role of environmental regulation. …”
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Open hand vs. half-crimp: Do climbers assume differences in their own maximal finger strength that do not exist? by Carla Zihlmann, Paul Ritsche, Andri Feldmann, Lisa Reissner, Martin Keller, Peter Wolf

“…The inaccurate estimate may be because we did not explicitly inform participants that they would be tested on a 23mm deep rung where they could place their entire distal phalanx. …”
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Evaluating the User Experience and Usability of Game-Based Cognitive Assessments for Older People: Systematic Review by Rhys Mantell, Ye In Jane Hwang, Matthew Dark, Kylie Radford, Michael Kasumovic, Lauren Monds, Peter W Schofield, Tony Butler, Adrienne Withall

“… BackgroundGame-based cognitive assessments (GBCAs) have the potential to transform the field of cognitive testing by enabling more effective screening of age-related cognitive decline. …”
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Knowledge, attitude, and practice of sudanese pharmacists toward COVID-19 in Khartoum State, Sudan: An online-based cross-sectional study by Safaa Badi, Abdalrahman Hamed, Mohammed Abualama, Mohammed Mustafa, Muhammad Abdulraheem, Bashir Yousef

“…Background: COVID-19 disease became an outbreak declared by the WHO as a public health emergency that is explicitly threatening the globe. Measures must be taken to control it, and health-care workers' situations need to be assessed. …”
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G4 & the balanced metric family – a novel approach to solving binary classification problems in medical device validation & verification studies by Andrew Marra

“…In addition, data from an independently published study that tested the performance of a unique ultrasound artificial intelligence algorithm in the context of breast cancer detection was also considered. …”
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Redefining luxury: exploring the natural connection with sustainability beyond labels by Nermain Al-Issa

“…Previous studies have focused explicitly on sustainably labeled luxury products, considering limited luxury values and never conducting cross-cultural tests. …”
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A liquid chromatography-high-resolution mass spectrometry method for separation and identification of hemoglobin variant subunits with mass shifts less than 1 Da by Ainslie Chen, Ryan M. Aquino, Hector A. Vidal, Carolyn V. Wong, Ruben Y. Luo

“…The analytes could be explicitly observed in the deconvoluted MS1 mass spectra. …”
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Methods and reporting of studies assessing the impact of adherence to clinical practice guidelines: a scoping review by Batoul Yazbeck, Isabelle Boutron, Raphaël Porcher, Carolina Riveros, Philippe Ravaud, Sally Yaacoub

“…Two reviewers independently extracted data using a standardized pilot-tested data extraction form. Data were analyzed descriptively. …”
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A calibration framework toward model generalization for bacteria concentration estimation in water resource recovery facilities by Fahad Aljehani, Ibrahima N’Doye, Pei-Ying Hong, Mohammad Khalil Monjed, Taous-Meriem Laleg-Kirati

“…We propose a calibration framework that continues updating the trained neural network model for accurate bacterial concentration estimation upon receiving new samples. We tested the effectiveness of the proposed calibration scheme on four WRRF datasets in Saudi Arabia, comparing the results with before and after calibration without the OOD. …”
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Education of population for the future and the future of education by Jovanović-Gavrilović Biljana, Radivojević Biljana

“…The key role of education for achieving sustainable development has been globally recognized and embedded in relevant United Nations documents, including a new global development agenda by 2030, focusing on the Sustainable Development Goals, of which Objective 4 explicitly refers to education. The European Union also pays considerable attention to education for the future in the context of the commitment of its members to achieve sustainable development. …”
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Prompt Once, Segment Everything: Leveraging SAM 2 Potential for Infinite Medical Image Segmentation with a Single Prompt by Juan D. Gutiérrez, Emilio Delgado, Carlos Breuer, José M. Conejero, Roberto Rodriguez-Echeverria

“…Then, our novel approach is introduced. Statistical tests include comparing precision gains and computational efficiency, focusing on the trade-off between resource use and segmentation time. …”
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LCFC-Laptop: A Benchmark Dataset for Detecting Surface Defects in Consumer Electronics by Hua-Feng Dai, Jyun-Rong Wang, Quan Zhong, Dong Qin, Hao Liu, Fei Guo

“…The resulting dataset has been made publicly available to support the research community in developing, testing, and refining advanced surface defect detection algorithms under realistic conditions. …”
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Unveiling smart contract vulnerabilities: Toward profiling smart contract vulnerabilities using enhanced genetic algorithm and generating benchmark dataset by Sepideh HajiHosseinKhani, Arash Habibi Lashkari, Ali Mizani Oskui

“…The analyzer extracts 240 features across different categories, while the enhanced GA, explicitly designed for profiling SC vulnerabilities, employs techniques such as penalty fitness function, retention of elites, and adaptive mutation rate to create a detailed profile for each vulnerability. …”
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A meta-analysis of genome-wide association scans identifies IL18RAP, PTPN2, TAGAP, and PUS10 as shared risk loci for Crohn's disease and celiac disease. by Eleonora A M Festen, Philippe Goyette, Todd Green, Gabrielle Boucher, Claudine Beauchamp, Gosia Trynka, Patrick C Dubois, Caroline Lagacé, Pieter C F Stokkers, Daan W Hommes, Donatella Barisani, Orazio Palmieri, Vito Annese, David A van Heel, Rinse K Weersma, Mark J Daly, Cisca Wijmenga, John D Rioux

“…The aim of our study was to explicitly identify shared risk loci for these diseases by combining results from genome-wide association study (GWAS) datasets of CD and CelD. …”
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Undergraduate Students in a Medical College in Manipur by Rajkumar Arbind Singh, Ronal Singh Rajkumar, Abhijeet Srivastava, Hawaibam Budhichandra Singh

“…Responses were recorded on a fivepoint Likert scale, including three items explicitly comparing PBL to tradiƟonal lectures. DescripƟve staƟsƟcs, medians, and interquarƟle ranges were computed. …”
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Robust Autism Spectrum Disorder Screening Based on Facial Images (For Disability Diagnosis): A Domain-Adaptive Deep Ensemble Approach by Mohammad Shafiul Alam, Muhammad Mahbubur Rashid, Ahmad Jazlan, Md Eshrat E. Alahi, Mohamed Kchaou, Khalid Ayed B. Alharthi

“…This methodology underwent extensive testing on a range of groups stratified by age and gender, including a critical assessment of an unseen, real-time dataset (UIFID) to determine how well it generalised to new domains. …”
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