Reconstructing Galaxy Cluster Mass Maps using Score-based Generative Modeling by Alan Hsu, Matthew Ho, Joyce Lin, Carleen Markey, Michelle Ntampaka, Hy Trac, Barnabás Póczos

“…We present a novel approach to reconstruct gas and dark matter projected density maps of galaxy clusters using score-based generative modeling. Our diffusion model takes in mock SZ and X-ray images as conditional inputs, and generates realizations of corresponding gas and dark matter maps by sampling from a learned data posterior. …”
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Generalized Propensity Score Matching with Multilevel Treatment Options by Onur Baser

“…Results are compared with multivariate regression analysis, where the generalized linear model is used with gamma family and log link function…”
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Explainable artificial intelligence-machine learning models to estimate overall scores in tertiary preparatory general science course by Sujan Ghimire, Shahab Abdulla, Lionel P. Joseph, Salvin Prasad, Angela Murphy, Aruna Devi, Prabal Datta Barua, Ravinesh C. Deo, Rajendra Acharya, Zaher Mundher Yaseen

“…Neural Network-based, Tree-Based, Ensemble-Based, and Boosting-based methods are evaluated against the hybrid TPE-optimised SVR model for forecasting final examination grades among 492 students enrolled in the TPP7155 (General Science) course at the University of Southern Queensland, Australia, during the 2020-2021 academic year. …”
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Beyond Scores: A Modular RAG-Based System for Automatic Short Answer Scoring With Feedback by Menna Fateen, Bo Wang, Tsunenori Mine

“…Recent approaches using large language models (LLMs) have focused on scoring without extensive fine-tuning. …”
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Development of a severity score based on the International Classification of Disease-10 for general patients visiting emergency centers by Ji Eun Kim, Jinwoo Jeong, Yuri Choi, Sung Woo Lee

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Hepatic Encephalopathy Scoring Model in Hepatic Cirrhosis Based on Clinical and Laboratory Parameter by Kadek Mercu Narapati Pamungkas, Putu Itta Sandi Lesmana Dewi, Ni Luh Putu Yunia Dewi, Ni Nyoman Gita Kharisma Dewi, Dwijo Anargha Sindhughosa, Ketut Mariadi

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Short text automatic scoring system based on BERT-BiLSTM model by XIA Linzhong, YE Jianfeng, LUO De’an, GUAN Mingxiang, LIU Jun, CAO Xuemei

“…Aiming at the problems of sparse features, polysemy of one word and less context related information in short text automatic scoring, a short text automatic scoring model based on bidirectional encoder representations from transformers - bidirectional long short-term memory (BERT-BiLSTM) is proposed. …”
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Protocol for the derivation and external validation of a 30-day mortality risk prediction model for older patients having emergency general surgery (PAUSE score—Probability of mort... by Carl van Walraven, Daniel I McIsaac, Manoj Lalu, Simon Feng, Husein Moloo, Reilly Musselman

“…The resulting model will be internally validated using k-fold cross-validation and bootstrap validation techniques and externally validated using population-based health administrative data. …”
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SGM-EMA: Speech Enhancement Method Score-Based Diffusion Model and EMA Mechanism by Yuezhou Wu, Zhiri Li, Hua Huang

“…The score-based diffusion model has made significant progress in the field of computer vision, surpassing the performance of generative models, such as variational autoencoders, and has been extended to applications such as speech enhancement and recognition. …”
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Analysis of Influencing Factors of Social Public Management Score Based on Augmented Regression Model by Zhuo Li

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A survey of emerging applications of diffusion probabilistic models in MRI by Yuheng Fan, Hanxi Liao, Shiqi Huang, Yimin Luo, Huazhu Fu, Haikun Qi

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Direct Conditional Score Modeling for Accelerated MRI Reconstruction by Hongki Lim

“…This paper presents a novel approach called Direct Conditional Score (DCS) modeling that directly models the conditional score function, eliminating the need for separate likelihood terms. …”
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Independent predictors and clinical predictive score of postanesthetic reintubation after general anesthesia: A time-matched, case control study by Chidchanok Choovongkomol, Thidarat Ariyanuchitkul, Kongtush Choovongkomol, Vipanee Tongjapo

“…Conclusion: The independent predictors for postanesthetic reintubation according to this simplified risk-based scoring system designed to aid anesthesiologists before extubation were found to be advanced age, higher American Society of Anesthesiologists physical status, obesity, and head and neck surgery.…”
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Comparison of depressive symptoms among emergency physicians and the general population in China: a cross-sectional study based on national data by Nan Jiang, Hongmei Chen, Xiaoxv Yin, Jing Wang, Yafei Wu, Mengge Tian, Jiali Zhang, Zhenyuan Chen, Jianxiong Wu, Chuanzhu Lv, Fengjie Yang, Yanhong Gong

“…The study aims to compare the risk of depressive symptoms between emergency physicians and the general population in China based on national data. …”
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A sleep staging model based on adversarial domain generalized residual attention network by Pengwei Zhang, Sijia Xiang, Kailei Hu, Jialing He, Jingxia Chen

“…A sleep staging model based on Adversarial Domain Generalized Residual Attention Network (ADG-RANet) is designed. …”
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General retrieval network model for multi-class plant leaf diseases based on hashing by Zhanpeng Yang, Jun Wu, Xianju Yuan, Yaxiong Chen, Yanxin Guo

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Post-TACE ALBI-Score Trajectory in Intermediate and Advanced Hepatocellular Carcinoma: Prognostic Implications and Influencing Factors Analysis by Li J, Feng T, Cui C, Wang H, Su T, Jin L, Zhao X, Xiao W

“…Group-Based Trajectory Modeling (GBTM) was used to identify distinct ALBI-score trajectories. …”
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Structural Equation Modeling Approaches to Estimating Score Dependability Within Generalizability Theory-Based Univariate, Multivariate, and Bifactor Designs by Walter P. Vispoel, Hyeryung Lee, Tingting Chen

“…Structural equation models (SEMs) can replicate results from GT-based ANOVA procedures while extending those analyses to account for scale coarseness, generate Monte Carlo-based confidence intervals for key parameters, partition universe score variance into general and group factor effects, and assess subscale score viability. …”
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Validity of the scoring system for traumatic liver injury: a generalized estimating equation analysis by Kangho Lee, Dongyeon Ryu, Hohyun Kim, Chang Ho Jeon, Jae Hun Kim, Chan Yong Park, Seok Ran Yeom

“…Multivariate analysis using the generalized estimating equation in the logistic regression model indicated that the SSTLI score was an independent predictor of mortality (odds ratio, 1.027; 95% confidence interval, 1.018–1.036; P<0.001). …”
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Efficacy of breast reconstruction for N2‐3M0 stage female breast cancer on breast cancer‐specific survival: A population‐based propensity score analysis by Yuting Zhao, Lutong Yan, Shouyu Li, Zejian Yang, Na Chai, Pei Qiu, Huimin Zhang, Jianjun He, Can Zhou

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