NetStart 2.0: prediction of eukaryotic translation initiation sites using a protein language model by Line Sandvad Nielsen, Anders Gorm Pedersen, Ole Winther, Henrik Nielsen

“…Results We present NetStart 2.0, a deep learning-based model that integrates the ESM-2 protein language model with the local sequence context to predict translation initiation sites across a broad range of eukaryotic species. NetStart 2.0 was trained as a single model across multiple species, and despite the broad phylogenetic diversity represented in the training data, it consistently relied on features marking the transition from non-coding to coding regions. …”
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Bridging Data Communities: Interoperability through inclusive, cross-institutional collaboration by Anna Sackmann, Elliott Smith, Lisa Ngo, Misha Coleman

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Semi-supervised multi-task learning based framework for power system security assessment by Muhy Eddin Za’ter, Amir Sajadi, Bri-Mathias Hodge

“…Finally, our work underscores the value of employing auto-encoders for security assessment, highlighting improvements in accuracy, reliability, and robustness. All datasets and codes used have been made publicly available to ensure reproducibility and transparency.…”
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GOLF: A Singing Voice Synthesiser with Glottal Flow Wavetables and LPC Filters by Chin-Yun Yu, György Fazekas

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A deep biometric hash learning framework for three advanced hand‐based biometrics by Huikai Shao, Dexing Zhong, Xuefeng Du

“…An end‐to‐end network is involved to convert images into binary codes. Pre‐trained network is employed for fine‐tuning, and the hamming distance is adopted to measure the similarity between the codes of query and registration images. …”
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A seven-LncRNA signature for prognosis prediction of patients with lung squamous cell carcinoma through tumor immune escape by Qiangqiang Ge, Zhong Lin, Xuequan Wang, Zhengli Jiang, Yan Hu

“…Preliminary studies have shown that the dysregulation of long non-coding RNAs (LncRNAs) is linked to cancer development and prognosis. …”
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A novel prognostic model based on migrasome-related LncRNAs for gastric cancer by Wenhao Jiang, Jiaying Shi, Yingchuan Zhu, Lan Yin, Yue Song, Jingfei Zhang, Xinyu Lin, Jiaxiu Zhong, Yilu Lu, Yongxin Ma

“…To address this issue, we developed the first prognostic model utilizing migrasome-related long non-coding RNAs (MRLs). This model aims to deepen the understanding of GC pathogenesis and improve patient outcomes. …”
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“All I want is the best for my brother”: interest in a Community Reinforcement and Family Training (CRAFT)-based group intervention among concerned significant others of individual... by Mandy D. Owens, Addy Adwell, Samyukta Singh, Karen Osilla, Megan Tweedy, Judith Tsui

“…Interviews were transcribed and coded using thematic analysis on reasons for participating and preferences for the group. …”
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The Early Career Framework: Why Context Matters for Teacher Professional Development by Tanya Ovenden-Hope, Holly Kirkpatrick

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Barriers and facilitators to contraception provision among rural healthcare providers by Alexandra Buscaglia, Annie Glover, Nicole Smith, Al Garnsey

“…Qualitative interviews were coded using a combined inductive and deductive approach. …”
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Gutek: Intelligent Revision Algorithms by Lukasz Galka

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Automatic Turn-back Scheme for City Railway Intervals Based on CTCS2+ATO Signaling System by WANG Yong, WANG Songlin, MA Haibo, WEI Jianhua

“…To enhance the safety and efficiency of the interval turn-back operations in city railways, an automatic train turnback scheme is proposed. ［Method］By optimizing the existing local circuit wiring, interface communication protocols, and software control logic in CTCS2+ATO signaling system, and controlling the track circuit coding direction in the interval turn-back area independently, the proposed scheme can achieve signaling system automatic turn-back operations in city railway intervals through utilizing reserved fields in the existing interface communication protocols between the computer interlocking system, train control center, and centralized dispatching system to add turn-back route identifiers, refining the track circuit coding logic, balise placement and message transmission logic to increase normal/turn-back routes, interval directions, and multi-scenario combinations of track circuit coding protection logic. …”
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Determining the components of the psychophysical readiness of police officers to use service firearms under martial law conditions by M. O. Borovyk, A. V. Nadutyi, B. P. Lukin

“…In order to solve the research tasks, an analysis of the sources of international and domestic law regulating the use of force, special means, and firearms by the police has been carried out, including the UN Code of Conduct for Law Enforcement Officials, the Declaration on the Police, Basic Principles of the Use of Force and Firearms by Officials on maintaining law and order, the Constitution of Ukraine, the Criminal Code of Ukraine, the Law of Ukraine “On the National Police”, Regulations on the organization of official training of employees of the National Police of Ukraine, Instructions on safety measures when handling weapons, Regulations on the organization of initial professional training of police officers who are first accepted on police service. …”
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Timing data visualization: tactical intent recognition and portable framework by SONG Yafei, LI Lemin, QUAN Wen, NI Peng, WANG Ke

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Timing data visualization: tactical intent recognition and portable framework by SONG Yafei, LI Lemin, QUAN Wen, NI Peng, WANG Ke

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Virtual reality and preclinical medical education: a systematic review of its application and effectiveness by Serine Torosian, Vanad Mousakhani, Samantha Wehsener, Vineeta Ramnauth, Gabrielle Walcott-Bedeau

“…VR aligns with dual-code theory, enhancing learning through visual and kinesthetic engagement. …”
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Charting the landscape of rail human factors and automation: A systematic scoping review by Sarah A. Kusumastuti, Tom H.J. Kolkman, Julia C. Lo, Simone Borsci

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Can open source large language models be used for tumor documentation in Germany?—An evaluation on urological doctors’ notes by Stefan Lenz, Arsenij Ustjanzew, Marco Jeray, Meike Ressing, Torsten Panholzer

“…Three basic tasks were selected as representative examples for the tumor documentation process: identifying tumor diagnoses, assigning ICD-10 codes, and extracting the date of first diagnosis. …”
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Ètica aplicada a les escoles de futbol formatiu Ética aplicada a las escuelas de fútbol formativo Ethics applied to football schools by Xavier Arranz i Albó

“…<br>The social impacts of football in recent years have led to the emergence of numerous institutions, organizations, clubs and other entities for training children and young people in this sport. In this article, we argue for the need to establish an ethical code that can become a tool to stress the pedagogical aspect of this sport from a humanist perspective. …”
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Evaluating Neural Network Performance in Predicting Disease Status and Tissue Source of JC Polyomavirus from Patient Isolates Based on the Hypervariable Region of the Viral Genome by Aiden M. C. Pike, Saeed Amal, Melissa S. Maginnis, Michael P. Wilczek

“…Mutations in the hypervariable non-coding control region (NCCR) of the JCPyV genome have been linked to disease outcomes and neuropathogenesis, yet few metanalyses document these associations. …”
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