Homologous recombination deficiency test validation in patients with high-grade advanced ovarian cancer by Angelica Nogueira Rodrigues, Andreza Karine de Barros Almeida Souto, Diocésio Alves Pinto de Andrade, Larissa Müller Gomes, Sandra Satie Koide, Renata de Godoy e Silva, Bruno Batista de Souza, Juliana Doblas Massaro, Andréia Cristina de Melo, Andrea Morais Borges, Camila Giro, Carlos Augusto Vasconcelos de Andrade, Cesar Martins da Costa, Daniel Luiz Gimenes, Eduardo Caminha Bandeira de Mello, Fernanda Cesar de Oliveira, Frederico Müller de Toledo Lima, Gabriel Lima Lopes, Gustavo de Oliveira Bretas, Gustavo Guerra Jacob, Herika Lucia da Costa Silva, Juliana Ferrari Notaro, Lara Ladislau Alves, Marcos Veloso Moitinho, Mirian Cristina da Silva, Roberto Abramoff, Thais Amaral da Cunha Rauber, Rodrigo Dienstmann, Fernanda Christtanini Koyama

“…The GS Focus HRD test demonstrated high concordance for HRD status with the reference test (kappa: 0.8 and 95% CI: 0.60–0.98). Overall accuracy, sensitivity, and specificity were 90%. …”
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Generation of induced pluripotent stem cell lines TRNDi037-A and TRNDi038-A from two patients with Alagille syndrome carrying heterozygous JAG1 mutations by Elena F. Evans, Guibin Chen, Ivan Pavlinov, Xiuli Huang, Kaari Linask, Chengyu Liu, Alexander Rodriguez Lopez, Melissa A. Gilbert, Nancy B. Spinner, Steven Rodemse, Karsten Baumgärtele, Catherine Z. Chen, Jizhong Zou, Wei Zheng

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In situ generated diphenylphosphine-chelated imidazo[1,5-a]pyridin-3-ylidene nickel(0) catalysts for highly efficient acrylate synthesis from ethylene and CO2 by Changmuk Kang, Seyong Kim, Woosong Han, Huijeong Ryu, Wooyong Seong, Jiyun Kim, Da-Ae Park, Seongwook Park, Kyungho Park, Hyun Min Park, Hyun Tae Kim, Chang Hee Lee, Sukwon Hong

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Association between maternal infertility treatment and child neurodevelopment: findings from the Tohoku Medical Megabank Project Birth and Three-Generation Cohort Study in Miyagi a... by Mami Ishikuro, Shinichi Kuriyama, Shigeo Kure, Junichi Sugawara, Taku Obara, Nobuo Yaegashi, Tatsui Otsuka, Aoi Noda, Keiko Murakami, Fumihiko Ueno, Fumiko Matsuzaki, Tomomi Onuma, Zen Watanabe, Naomi Shiga, Noriyuki Iwama, Hamada Hirotaka, Masahito Tachibana, Hiroaki Tomita, Masatoshi Saito

“…Additionally, OI/AIH and ART were significantly associated with communication (OR, 1.93; 95% CI 1.25 to 2.98) and gross motor (OR, 1.50; 95% CI 1.08 to 2.09) delays, respectively. …”
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Capturing Bone Signal in MRI of Pelvis, as a Large FOV Region, Using TWIST Sequence and Generating a 5-Class Attenuation Map for Prostate PET/MRI Imaging by Mehdi Shirin Shandiz PhD, Hamid Saligheh Rad PhD, Pardis Ghafarian PhD, Khadijeh Yaghoubi MSc, Mohammad Reza Ay PhD

“…A MR-based 4-class µ-map (µ-map MR-4c ) that considered soft tissue rather than bone was generated. As such, a bilinear (µ-map CT-ref ), 5 (µ-map CT-5c ), and 4 class µ-map (µ-map CT-4c ) based on computed tomography (CT) images were generated. …”
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Identify the underlying true model from other models for clinical practice using model performance measures by Yan Li

“…Abstract Objective To assess whether the outcome generation true model could be identified from other candidate models for clinical practice with current conventional model performance measures considering various simulation scenarios and a CVD risk prediction as exemplar. …”
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Dataset for comparative analysis of precision metagenomics and traditional methods in urinary tract infection diagnosticsNCBI by Rob E. Carpenter, Sadia Almas, Vaibhav K. Tamrakar, Rahul Sharma

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High performance of Mg3Bi1.5Sb0.5 based materials for power generation: Revealing the counter-intuitive effect of tuning Bi content on the thermoelectric properties by Nuo Qu, Yuke Zhu, Jianbo Zhu, Kuai Yu, Fengkai Guo, Zihang Liu, Qian Zhang, Wei Cai, Jiehe Sui

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Future of University in Conditions of Uncertainty and Complexity by G I. Lovetsky, P. V. Samylov, V. G. Kosushkin

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Rural–Urban Differential in Health and Nutrition Day Implementation in Assam during Postpandemic Period by Tulika Goswami Mahanta, Nabanita Nirmolia, Abhijit Basu Biswas, Swarnali Devi Baruah

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Investigation of properties of system of automatic control of liquid-propellant rocket propulsion system with integrating regulator by I. A. Kyzmenko, A. B. Yakovlev

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Theoretical and experimental analysis of phase noise in semiconductor lasers biased below threshold by Iker Pascual de Zulueta, Angel Valle

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Eel and Grouper Optimizer improvement three-stage algorithm for photovoltaic MPPT by ZiJian Zhou, YanHong Fang

“…Finally, the data of simulation experiment proves that: In the three groups of light comparison experiments, the tracking efficiency reached 94.03 % in the constant light experiment, the tracking efficiency of the two-stage variable light experiment is more than 98 %, and the comprehensive tracking performance of the three-stage variable light experiment is the best compared with other algorithms, and no large power loss is generated in the tracking process, and the curve is relatively stable. …”
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A specific information-based multi-modal network (SIM-Net) for accurate diagnosis of breast lesions in multiparametric MRI: A multi-center study by Yunsong Peng, Yu Zheng, Lulu Han, Liangquan Sun

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Virtual Inertia Support for Renewable Energy Integration: A Review by M. Chethan, K. Ravi

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Obfuscated Malware Detection and Classification in Network Traffic Leveraging Hybrid Large Language Models and Synthetic Data by Mehwish Naseer, Farhan Ullah, Samia Ijaz, Hamad Naeem, Amjad Alsirhani, Ghadah Naif Alwakid, Abdullah Alomari

“…BERT is responsible for tokenization, generating word embeddings, and classifying malware. …”
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Classification performance and reproducibility of GPT-4 omni for information extraction from veterinary electronic health records by Judit M. Wulcan, Kevin L. Jacques, Mary Ann Lee, Samantha L. Kovacs, Nicole Dausend, Lauren E. Prince, Jonatan Wulcan, Sina Marsilio, Stefan M. Keller

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THE BIONIC INTELLIGENT FAULT DIAGNOSIS BASED ON COMPREHENSIVE DIFFERENCES MINING FOR HYDRO TURBINE by CHEN XiaoYue, GE Dang, HUANG JiangPing, LIU Xiong, ZHANG XiaoYan

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Fault Diagnosis of Magnetically Controlled On-Column Circuit Breaker Based on Small Sample Condition by He Tian, Chao Liang, Wenpeng Ma, Tianchang Zhang

“…Initially, a Variational Autoencoder (VAE) is employed to extract the latent distribution of genuine samples, which are then integrated with the Auxiliary Classifier Generative Adversarial Network (ACGAN) generator to learn the characteristics of real data. …”
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Cognitive Method for Synthesising a Fuzzy Controller Mathematical Model Using a Genetic Algorithm for Tuning by Serhii Vladov

“…The results show an increase in the integral quality criterion from 85.36 to 98.19%, which confirms an increase in control efficiency by 12.83%. …”
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