UMAP-based clustering split for rigorous evaluation of AI models for virtual screening on cancer cell lines* by Qianrong Guo, Saiveth Hernandez-Hernandez, Pedro J. Ballester

“…Traditional random data splits often result in structurally similar molecules in both training and test sets, which conflict with the reality of VS libraries that typically contain structurally diverse compounds. …”
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Colorimetry/smartphone dual-mode sensing of ascorbic acid by a Co-Fe Prussian blue analog-based peroxidase-like platform by Weiyan Shi, Xinning Zhang, Xin Yang, Long Bai, Jinsong Yu, Fei Xu, Tai Ye

“…The as-prepared Co-Fe PBAs YSHCs display superior and desirable peroxidase-like activity. The unique YSHCs structures can expose large active sites and enhance the stability during the colorimetric sensing process. …”
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A Novel Synchronization-Based Approach for Functional Connectivity Analysis by Angela Lombardi, Sabina Tangaro, Roberto Bellotti, Alessandro Bertolino, Giuseppe Blasi, Giulio Pergola, Paolo Taurisano, Cataldo Guaragnella

“…Since the functional communities of a healthy population are expected to be highly consistent for the same task, we defined functional networks of task-related fMRI data of a cohort of healthy subjects and applied a modularity algorithm in order to determine the community structures of the networks. The within-group similarity of communities is evaluated to verify whether such new metric is robust enough against noise. …”
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On the possibility of nanofluids using as a coolant by L. A. Bulavin, D. A. Gavryushenko, V. I. Kovalchuk, V. F. Korolovich

“…It was found that the relation of heat conductivity factor between the nano-structuring liquid and the classical one has linear dependency in concentration range of С = 0 ÷ 0.3 mg/l. …”
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Perceptual-Preference-Based Touring Routes in Xishu Gardens Using Panoramic Digital-Twin Modeling by Xueqian Gong, Zhanyuan Zhu, Li Guo, Yong Zhong, Deshun Zhang, Jing Li, Manqin Yao, Wei Yong, Mengjia Li, Yujie Huang

“…Xishu Gardens, an exemplary narrative of classical Chinese gardens, faces challenges in preserving its commemorative spatial structures while accommodating modern visitors’ needs. …”
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Machine Learning for Long COVID Inference Based on the Acute Phase: A Case Study in Healthcare Professionals by Caio B. S. Maior, Sandrely P. Silva, Isis D. Lins, Ana Lisa Gomes, Marcio C. Moura

“…Since 2021, the COVID-19 pandemic has affected global health, economies, and societal structures, leading to great attention to new research and awareness. …”
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A Morphological Identification and Study of Radio Galaxies from LoTSS DR2. I. The “Winged” Radio Galaxies by Soumen Kumar Bera, Taotao Fang, Tapan K. Sasmal, M. Kunert-Bajraszewska, Xuelei Chen, Soumen Mondal

“…This indicates that our study is capable of detecting fainter sources. The median linear size of the winged sources, 498 kpc, confirms that these are large-scale structures, with approximately 16% having sizes exceeding 0.7 Mpc, making them potential candidates for giant radio galaxies.…”
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The Impact of Artificial Intelligence Attitudes and Acceptance on Critical Thinking Motivation among Nursing Students in Saudi Arabia by Ayman Mohamed El-Ashry, Nagla Saleh Al Saleh, Nora Ghalib AlOtaibi, Turki Zuhaymil Almutairi, Lujain Adel Sallam, Muhanna M. Alnassar, Khloud Abdulhadi Alshehri, Sahar Abdulkarim Al-Ghareeb, Raiza Abdullah Al-Otaibi, Wejdan Munahi Almutairi, Sameer A Alkubati, Mona Metwally El-Sayed

“…Educators should integrate AI early in nursing curricula, provide structured training, and frame AI as a support tool in clinical decision-making. …”
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Net2Brain: a toolbox to compare artificial vision models with human brain responses by Domenic Bersch, Domenic Bersch, Martina G. Vilas, Martina G. Vilas, Sari Saba-Sadiya, Timothy Schaumlöffel, Timothy Schaumlöffel, Kshitij Dwivedi, Christina Sartzetaki, Radoslaw M. Cichy, Radoslaw M. Cichy, Radoslaw M. Cichy, Gemma Roig, Gemma Roig

“…First, it offers access to over 600 DNNs trained on diverse tasks across multiple modalities, including vision, language, audio, and multimodal data, organized through a carefully structured taxonomy. Second, it provides a streamlined API for downloading and handling popular neuroscience datasets, such as the NSD and THINGS dataset, allowing researchers to easily access corresponding brain data. …”
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HPV vaccine awareness and acceptance among rural women in Xinjiang, China by Kadeliya Muhetaer, Tangnuer Abulimiti, Guzhanuer Abuduxikuer, Guligeina Abudurexiti, Qian Zhuo, Wenyun Li, Yumei Ouyang, Xuelian Wen, Maihebubai Reheman, Anaerguli Aizezi, Shuming Song, Gulixian Tuerxun, Remila Rezhake, Guzhalinuer Abulizi

“…A screening population of women aged 25–83 from Bachu and Moyu counties in China received a structured interview questionnaire survey from February 2023 to August 2024. …”
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Changes in the Suicide Rate under the Influence of Daily Activities in EU Countries by P. A. Korotkov, A. B. Trubyanov, E. A. Zagaynova, A. I. Zverev

“…In order to analyze the relation between the variables an end-to-end linear regression model arranged by all years and countries is used; the panel data structures are not taken into account in the model (as we have to deal with pseudo panel data). …”
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Optical and electrical properties of SeO2 and NiO nanoparticles boosted the polymeric blend of PVDF and PVP for optoelectronic applications by M. A. Morsi, Nuha Y. Elamin, Lila A. Alkhtaby, Ali A. Alhazime, E. M. Abdelrazek, E. Salim, A. Rajeh

“…XRD patterns revealed the semicrystalline structures in PVDF/PVP blends with SeO2/NiO NPs, with interacted nanoparticles reducing crystallinity, indicating the enhancement of chain dynamics and flexibility of the host PVDF/PVP blend. …”
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Oxidative Pyrolysis of Typical Volatile Model Compounds Under Low Oxygen Equivalence Ratios During Oxidative Pyrolysis of Biomass by Liying Wang, Dan Lin, Dongjing Liu, Xing Xie, Shihong Zhang, Bin Li

“…Oxygen introduction enhanced the volatile decomposition with the formation of mainly permanent gases (although not given in the study) rather than liquid products, but distinct impacts were obtained for varied volatile compounds possibly due to their different chemical structures and autoignition temperatures. From the perspective of liquid product formation, furfural would undergo the cleavage of C-C/C-O bonds to form linear intermediates and subsequent aromatization to generate aromatics (benzene and benzofuran). …”
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Crisis versus extended care: bimodal distribution of length of stay in psychiatric inpatients by Andreas B. Hofmann, Tobias R. Spiller, Jeremy A. Rapaport, Philipp Homan, Erich Seifritz, Stefan Vetter, Stephan T. Egger, Achim Burrer

“…These results support the development of differentiated care structures addressing both acute crisis intervention and extended therapeutic needs within psychiatric care systems.…”
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Laboratory Observations of Hall Magnetic Field in Electron‐Only Magnetic Reconnection With a Guide Field by Fa Yang, Quanming Lu, Qiaofeng Zhang, Jinlin Xie, Xinliang Gao, Yangguang Ke, Lei Tang, Shihang Hu, Yukang Shu, Youran Liu, Longlong Sang, San Lu, Rongsheng Wang, Weixing Ding

“…In this Letter, we realize electron‐only reconnection with a guide field in the Keda Linear Magnetized Plasma (KLMP) device. By measuring the magnetic field, we identify unambiguously a distorted quadrupolar structure of the magnetic field in the out‐of‐plane direction. …”
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Psychological correlates of eating behavior in overweight/obese adolescents in Taiwan: Psychometric and correlation analysis of the Three-Factor Eating Questionnaire (TFEQ)-R21 by Yu-Wen Lin, Chung-Ying Lin, Carol Strong, Chih-Hsiang Liu, Yi-Ping Hsieh, Yi-Ching Lin, Meng-Che Tsai

“…This study aimed to assess the factor structure and reliability of TFEQ-R21 and to identify the correlates of eating behavior in obese and non-obese Taiwanese adolescents. …”
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Digitally deployed, GP remote consultation video intervention that aims to reduce opioid prescribing in primary care: protocol for a mixed-methods evaluation by Nick Hex, Christopher Price, Yu Fu, Ben Allen, Tracy Finch, Denis Martin, Cormac G Ryan, Alan M Batterham, Niki Jones, Ewan Maule

“…Semi-structured interviews will be undertaken remotely with purposively selected participants including patients who received the video, and health professionals involved in sending out the videos and providing additional support. …”
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Protocol for detection and monitoring of post-stroke cognitive impairment through AI-powered speech analysis: a mixed methods pilot study by Ravi Shankar, Effie Chew, Effie Chew, Effie Chew, Anjali Bundele, Anjali Bundele, Amartya Mukhopadhyay, Amartya Mukhopadhyay

“…At each visit, participants will complete the Montreal Cognitive Assessment (MoCA) and a standardized speech protocol comprising picture description and semi-structured conversation tasks. Speech recordings will be automatically transcribed using automated speech recognition (ASR) systems based on pretrained acoustic models, and comprehensive linguistic and acoustic features will be extracted. …”
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Chip-based label-free incoherent super-resolution optical microscopy by Nikhil Jayakumar, Luis E. Villegas-Hernández, Weisong Zhao, Hong Mao, Firehun T. Dullo, Jean-Claude Tinguely, Krizia Sagini, Alicia Llorente, Balpreet Singh Ahluwalia

“…Thus, the illumination scheme enables the development of a far-field label-free incoherent imaging system that is linear in intensity and stable over time, thereby permitting the application of techniques like structured illumination microscopy (SIM) and intensity-fluctuation-based optical nanoscopy (IFON) in label-free mode to circumvent the diffraction limit. …”
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Applying a participatory system dynamics approach to childhood overweight and obesity in the local context: reflections from the LIKE project by Angie Luna Pinzon, Karien Stronks, Arnoud Verhoeff, David Vaandrager, Karen den Hertog, Wilma Waterlander

“…Data collection included document reviews, a Ripple Effects Mapping workshop, and semi-structured interviews with involved stakeholders, followed by in-depth reflective analysis. …”
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