Optimizing Treatment Selection for Early Hepatocellular Carcinoma Based on Tumor Biology, Liver Function, and Patient Status by Li X, Xu Y, Ou Y, Li H, Xu W

“…We emphasize the importance of integrating tumor-specific characteristics-such as microvascular invasion, size, and anatomical location-with liver reserve metrics, including portal hypertension, Child-Pugh classification, and novel indices like albumin-bilirubin and albumin-indocyanine green evaluation grades. …”
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Mental Disorders in Danish Hospital Registers: A Review of Content and Possibilities for Epidemiological Research by Plana-Ripoll O, Liu X, Köhler-Forsberg O, Sørensen HT, Momen NC

“…Oleguer Plana-Ripoll,1,2 Xiaoqin Liu,2 Ole Köhler-Forsberg,3,4 Henrik Toft Sørensen,1 Natalie C Momen5 1Department of Clinical Epidemiology, Center for Population Medicine, Aarhus University and Aarhus University Hospital, Aarhus, Denmark; 2National Centre for Register-based Research, Department of Public Health, Aarhus University, Aarhus, Denmark; 3Department of Clinical Medicine, Aarhus University, Aarhus, Denmark; 4Psychosis Research Unit, Aarhus University Hospital Psychiatry, Aarhus, Denmark; 5Department of Clinical Epidemiology, Aarhus University and Aarhus University Hospital, Aarhus, DenmarkCorrespondence: Natalie C Momen, Email ncm@clin.au.dkBackground: The Danish national hospital registers are a rich source of data for psychiatric epidemiology. …”
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Ethical Considerations Regarding Psychedelics for Clinical Pain Research by Robinson CL, Slitzky M, Schatman ME, Yong RJ, Lehman AD, Kaynar AM, Shivanekar SP, Emerick T

“…Despite their classification as Schedule I drugs, recent studies suggest therapeutic potential, particularly in treating refractory depression. …”
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Investigating the Effect of Bamboo Fibers on The Engineering Properties of Laterite Soils in Road Construction. by Kiiza, Obed

“…Maximum dry density (MDD) increases with fibre contents at 0 - 0.75% from 1.923 – 2.207g/cm3 and 1.980 – 2.092g/cm3 for heavy and light compaction respectively and decreases with further fibre increment while the optimum moisture content (OMC) decreased continually for all compaction efforts with higher fibre contents from 15.7 - 10.2% and 12.6 – 9.8% for (0 – 1.0% fibre) respectively. …”
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Simultaneous Mental Fatigue and Mental Workload Assessment With Wearable High-Density Diffuse Optical Tomography by Jianan Chen, Huixin Yang, Yunjia Xia, Tingchen Gong, Alexander Thomas, Jia Liu, Wei Chen, Tom Carlson, Hubin Zhao

“…Machine learning methods were applied for subject-specific classification, achieving 95.14% mean accuracy for fatigue/non-fatigue and 97.93% for four n-back tasks using Random Forest, outperforming Support Vector Machines. …”
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Application of Immune Checkpoint Inhibitors in Cancer by Zhijun Chen, Zihan Song, Shichen Den, Wei Zhang, Mengjia Han, Tianhang Lan, Xiaokang Du, Jingyun Ning, XinHui Chen, Haoming Lin, Rui Zhang

“…According to GLOBOCAN 2020, there were 19.3 million new cancer cases with approximately 10.0 million deaths in 2020 globally. …”
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Discovery of CRISPR-Cas12a clades using a large language model by Yuanyuan Feng, Junchao Shi, Zhanwei Li, Yongqian Li, Jiaxi Yang, Shisheng Huang, Jinfang Zheng, Wei Han, Yunbo Qiao, Jun Zhang, Qi Liu, Yao Yang, Chunyi Hu, Lina Wu, Xiaokang Zhang, Jin Tang, Xingxu Huang, Peixiang Ma

“…Cas12a subtypes display distinct 3D-folds. CryoEM analyses unveil unique RNA interactions with the uncharacterized Cas12a. …”
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Artificial intelligence for microgrids design, control, and maintenance: A comprehensive review and prospects by Mojtaba Hadi, Elhoussin Elbouchikhi, Zhibin Zhou, Abdelhakim Saim, Miadreza Shafie-khah, Pierluigi Siano, Hesam Rahbarimagham, Pau Marti Colom

“…In this context, focusing on power quality (PQ) issues underscores the role of AI in fault detection and classification as an integral part of the diagnostic process. …”
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Outlier Detection of Photovoltaic Power Generation System Data Based on GMM-IF Algorithm by Xin Li, Guoxin Du, Yuman Li, Zengqiang Ma, Lihu Liu, Minglong Jiang, Feiyu Liu, Tianming Mu

“…The Gaussian Mixture Model (GMM) is widely used in anomaly detection due to its flexibility in handling complex data distributions and its soft classification mechanism. However, its modeling process relies on the assumption that data follows a Gaussian distribution. …”
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Relationship between Stage of Diabetic Retinopathy and Pulse Wave Velocity in Japanese Patients with Type 2 Diabetes by Kumiko Tanaka, Toshihide Kawai, Yoshifumi Saisho, Shu Meguro, Kana Harada, Yuka Satoh, Kaori Kobayashi, Kei Mizushima, Takayuki Abe, Hiroshi Itoh

“…Diagnosis of diabetic retinopathy was made by ophthalmologists based on the Davis classification: no diabetic retinopathy (NDR), simple retinopathy (SDR), pre-proliferative retinopathy (pre-PDR), and proliferative retinopathy (PDR). …”
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A comprehensive water bodies dataset of high-mountain Asia by Yijie Sui, Zhimin Hu, Kuo Zhang, Dezhao Yan, Yanan Su, Jinhao Xu, Ruilin Wang, Min Feng

“…In this study, we propose a multi-stage segmentation–classification framework that combines spectral–textural feature extraction with object-based refinement. …”
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Machine learning study on magnetic structure of rare earth based magnetic materials by Dan Liu, Jiahe Song, Zhixin Liu, Jine Zhang, Weiqiang Chen, Yinong Yin, Jianfeng Xi, Xinqi Zheng, Jiazheng Hao, Tongyun Zhao, Fengxia Hu, Jirong Sun, Baogen Shen

“…The skyrmion in SrRxFe12-x-yMgyO19 and LaxBa1-xMnO3 was observed by Neutron Powder Diffraction and magnetic force microscope, which effectively verified the model accuracy. …”
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Routine Pulmonary Function Test Can Estimate the Extent of Tuberculous Destroyed Lung by Eun Joo Lee, Sang Yeub Lee, Kwang Ho In, Se Hwa Yoo, Eun Jeong Choi, Yu Whan Oh, Sanghoon Park

“…To evaluate the degree of destruction, the Goddard classification scoring system was modified into a novel scoring system (destroyed lung score, (DLS)) with a score from 0 to 4. …”
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Method for Knowledge Transfer via Multi-Task Semi-Supervised Self-Paced by Yao Zhao, Hongying Liu, Huaxian Pan, Zhen Song, Chunting Liu, Anni Wei, Baoshuang Zhang, Wei Lu

“…Experimental results on several benchmark datasets show that our method achieves a performance gain of 3%-15% in classification accuracy compared to baseline algorithms, along with significant advantages in convergence speed.…”
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Long‐Term Monitoring of the Annual Irrigated Cropland Extent in Fragmented and Heterogeneous Arid Landscapes Using Machine Learning and Landsat Imagery by Meibao Tan, Youhua Ran, Min Feng, Guotao Dong, Deyan Du, Gaofeng Zhu, Yanyun Nian, Xin Li

“…This framework combines the k‐means algorithm with a semiautomatically trained random forest classifier for initial classification and employs the Bayesian Updating of Land Cover algorithm for subsequent postprocessing. …”
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Quantifying the process of lake encroachment from the perspective of satellite remote sensing by Wei Jiang, Qingke Wen, Shuo Liu, Lingjia Liu, Gan Luo, Shiai Cui, Weichao Sun, Denghua Yan

“…The main conclusions are as follows: (1) Lake surface water is effectively extracted via a random forest classification algorithm and high-resolution remote sensing images from the Gaofen-1 satellite. …”
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Visual Impairment Among Undergraduates: A Situational Analysis of Eye Health in Bowen University Iwo, Nigeria by Olumide Thomas Adeleke, Akinsola Aina, Adewumi Oluwafemi Oyabambi, Timothy Samson, Oludamola Victoria Adeleke, Temitayo Aderemi Olabode, Ifeoluwasemilojo Aina, Oluwaseun Awe

“…Of the 645 respondents with right-eye VI, 531 (82.3%) had mild VI while 104 (16.1%) had moderate VI. …”
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Defining D-irAEs: consensus-based disease definitions for the diagnosis of dermatologic adverse events from immune checkpoint inhibitor therapy by Laura C Cappelli, Bernice Kwong, Jarushka Naidoo, Jonathan Leventhal, Mario E Lacouture, Meghan J Mooradian, Douglas B Johnson, Justine Cohen, Aparna Hegde, Steven T Chen, Riley Fadden, Leyre Zubiri, Shawn Kwatra, Ryan J Sullivan, Kerry L Reynolds, Allison Betof Warner, Yevgeniy R Semenov, Nicole R LeBoeuf, Krista M Rubin, Anna K Dewan, Alina Markova, Allireza Alloo, Daniel Q Bach, Amina Bougrine, Leeann Burton, Mariana Castells, Lauren Guggina, Victor Huang, Benjamin Kaffenberger, Daniela Kroshinsky, Cecilia Larocca, Jon McDunn, Jennifer Choi, Vinod Nambudiri, Caroline A Nelson, Anisha B Patel, Julia Pimkina, Johnathan Rine, Maxwell Sauder, Sheila Shaigany, Afreen Shariff

“…Each disorder’s description includes further details on disease subtypes, symptoms, supportive exam findings, and three levels of diagnostic certainty (definite, probable, and possible).These consensus-driven disease definitions standardize D-irAE classification in a useable framework for multiple disciplines and will be the foundation for future work. …”
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The Effect of Landscape Pattern on Urban Temperature Changes in Hamadan by Marziye Shojaei, Kamran Shayesteh, Behnaz Attaeian

“…Six classes and three landscapes were considered based on landscapes measurements using FRAGSTATS software. …”
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A Predictive Method for Unplanned Postoperative Readmission Risk Based on Heterogeneous Data by Kai YU, Xiaofeng DONG, Zhenming YUAN, Zhaojian CUI, Weibin LUO

“…The Patient cross-sectional data, which includes three main categories: patient basic information, data generated during the patient’s hospital stay, and the patient’s past medical records, is strongly correlated with the likelihood of patients being readmitted to the hospital. …”
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