Generating diversity and securing completeness in algorithmic retrosynthesis by Florian Mrugalla, Christopher Franz, Yannic Alber, Georg Mogk, Martín Villalba, Thomas Mrziglod, Kevin Schewior

“…In order to generate a diverse set of synthesis plans for chemists to select from, we capture the concept of diversity in a novel chemical diversity score (CDS). …”
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Smartphone overuse and distraction: which relationship with general well-being across different generations? by Diego Bellini, Maria Lidia Mascia, Rachele Conti, Maria Pietronilla Penna

“…Result Results revealed a positive correlation between MPPS and SDS scores. The younger generation showed higher mean values for MPPS and SDS, except for ON VIG. …”
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High survivorship and excellent functional outcome in third‐generation patellofemoral arthroplasty by Mustafa Hariri, Hannah Schwab, Kevin‐Arno Koch, Paul Mick, Timo Nees, Johannes Weishorn, Tilman Walker, Tobias Reiner

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The analysis of generative adversarial network in sports education based on deep learning by Eerdenisuyila Eerdenisuyila, Hongming Li, Wei Chen

“…Secondly, GAN is employed to construct a model for generating evaluation texts, encompassing the construction of a generator and discriminator, along with the introduction of a reward function. …”
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Second-generation long-acting injectable antipsychotics in schizophrenia: patient functioning and quality of life by Montemagni C, Frieri T, Rocca P

“…Meaningful differences have been observed between SGA-LAIs in the onset of their clinical efficacy and in the relationships between symptoms and functioning scores. Moreover, head-to-head studies comparing the effects of SGA-LAIs on classical measures of psychopathology and functioning are available mainly on risperidone LAI, while those comparing olanzapine LAI with other SGA-LAIs are still lacking. …”
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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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Automatic text generation system for endangered languages based on conditional generative adversarial networks by Zhong Luo

“…The focus is on overcoming challenges associated with discrete data handling in natural language generation by utilizing an improved CGAN model. We introduce a specialized Loss function, based on the MaliGAN model, which directs the discriminator to guide the generator towards producing texts that not only align closely with individual word accuracy but also maintain overall semantic coherence. …”
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The function of ASR-generated live transcription in simultaneous interpreting: trainee interpreters’ perceptions from post-task interviews by Xiaoman Wang, Binhua Wang, Lu Yuan

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A novel Wasserstein generative adversarial network for stochastic wind power output scenario generation by Xiurong Zhang, Daoliang Li, Xueqian Fu

“…WGAN is optimized to simulate ideal wind power scenarios. The generated data are measured by cumulative distribution function (CDF) and continuously ranked probability score to evaluate the performance of the proposed model. …”
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Erectile Function and Sexual Activity Are Declining in the Younger Generation: Results from a National Survey in Japan by Akira Tsujimura, Shinichiro Fukuhara, Koji Chiba, Tsuyoshi Yoshizawa, Hikaru Tomoe, Masato Shirai, Kazunori Kimura, Eiji Kikuchi, Eri Maeda, Yoshikazu Sato, Atsushi Nagai, Koichi Nagao, Haruaki Sasaki

“…The Japanese Society for Sexual Medicine conducted a nationwide survey on the actual status of sexual function targeting men over 20 years old in Japan using validated questionnaires commonly used in clinical practice. …”

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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Defect Diagnosis of Photovoltaic Module Visible Light Images Under Imbalanced Sample Conditions by Huiqing Rao, Qiong Li, Long Chen, Sha Jin, Yong Lu, Zhiguang Li

“…Finally, to address the issue of DCGAN generating repeated and similar images, an image similarity measurement function is introduced into the loss function. …”
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Quality of life of 26 family members from four generations with X-linked hypophosphatemia: a cross-sectional study by Afaf I. Alsagheir, Afaf I. Alsagheir, Bassam Bin-Abbas, Bassam Bin-Abbas, Nujud M. Alghamdi, Raghad T. Alhuthil, Sarah A. Murad, Tala H. Husein, M. Zulf Mughal, Zehour E. Alsabban, Layla M. Almarzoug, Khushnooda Ramzan

“…In 15 adult patients, aged 35–55 years, moderate WOMAC scores for pain, stiffness, and function of hip and knee joints and low 6MWT scores were reported. …”
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Generalized Score Comparison-Based Learning Objective for Deep Speaker Embedding by Min Hyun Han, Sung Hwan Mun, Nam Soo Kim

“…Furthermore, we propose a generalized loss function for score comparison-based learning, encompassing many conventional training losses and regularization techniques. …”
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Effect of Central Pattern Generators Depended Different Walking Strategies on Gait Ability of Patients after Stroke by Hua WU, Zaihua RU, Congying XU, Xudong GU, Jianming FU

“…The treatment group received rehabilitation robot for lower-limb training, and the control group received functional electrical stimulation (FES) for eight weeks. …”
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TERAPAN MCRNG SEBAGAI GENERATOR ACAK UNTUK GAME by Usman Nurhasan, Bagus Purnomo

“…Most game s are used as a means of entertainment, but can also function as a means of training, education and simulation. …”
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Graph neural processes for molecules: an evaluation on docking scores and strategies to improve generalization by Miguel García-Ortegón, Srijit Seal, Carl Rasmussen, Andreas Bender, Sergio Bacallado

“…In order to increase meta-generalization to divergent test functions, we propose fine-tuning strategies that adapt the parameters of NPs. …”
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Machine Learning‐Assisted Prediction and Generation of Antimicrobial Peptides by Sukhvir Kaur Bhangu, Nicholas Welch, Morgan Lewis, Fanyi Li, Brint Gardner, Helmut Thissen, Wioleta Kowalczyk

“…In summary, in silico predictive and generative models for functional motif and AMP discovery are powerful tools for engineering highly effective AMPs to combat multidrug resistant pathogens.…”
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Evaluation of Bayesian network scoring functions in polychotomous data analysis by Xuejia Ke, Katherine Keenan, V. Anne Smith

“…Among these, the BDe scoring function requires specifying hyperparameters that influence the priors on the network parameters. …”
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Feasibility and acceptability of switching from a previous-generation to a new-generation mask for positive airway pressure therapy of sleep apnea using remote care by Xueling Zhu, Adam Benjafield, Ross Deas, Leslee Willes, Jeff Armitstead

“…Average daily usage was significantly increased from baseline at day 30 (+0.2 ± 1.2 h/day [p = 0.010]) but not day 90 (+0.1 ± 1.0 h/day [p = 0.126]). Functional Outcomes of Sleep Questionnaire (FOSQ-10) score was significantly higher at day 90 (change from baseline to day 90: +0.48 ± 2.29 [p = 0.015]). …”
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