Integrated ultrasensitive metabolomics and single-cell transcriptomics identify crucial regulators of sheep oocyte maturation and early embryo development in vitro by Bo Pan, JianPeng Qin, KunLin Du, LuYao Zhang, GongXue Jia, JiangFeng Ye, QiuXia Liang, QiEn Yang, GuangBin Zhou

“…Methods: The metabolic characteristics of oocytes and embryos were determined using ultrasensitive metabolomics analysis on trace samples and single-cell RNA-seq. By conducting integrated analyses of metabolites in cells (oocytes and embryos) and their developmental microenvironment (follicular fluid, oviductal fluid, and in vitro culture systems), we identified key missing metabolites in the in vitro culture systems. …”
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Multimodal CustOmics: A unified and interpretable multi-task deep learning framework for multimodal integrative data analysis in oncology. by Hakim Benkirane, Maria Vakalopoulou, David Planchard, Julien Adam, Ken Olaussen, Stefan Michiels, Paul-Henry Cournède

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The pitfalls and benefits of using administrative data for internal migration research: An evaluation of Australia’s Person Level Integrated Data Asset (PLIDA) by Aude Bernard, Jing Wu, Tom Wilson, Neil Argent, Tomasz Zając, Anthony Kimpton

“…BACKGROUND: To enhance its data capability, Australia recently set up a longitudinal administrative micro-dataset, the Person Level Integrated Data Asset (PLIDA). OBJECTIVE: To ensure that users in both scholarly and applied settings understand how PLIDA can be reliably used, we assess its Combined Location Module, which provides place of residence by combining three administrative datasets since 2006. …”
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Integrating remote high-intensity interval training into multi-component obesity treatment for adolescents: Impacts on body composition, fitness, and lifestyle by Fábio de Freitas, Mariana R. Zago, Maria Ângela Antônio, Maria Ângela Bellomo Brandão, António Videira-Silva

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More green thoughts than actions: Insights from marketing instructors at a Canadian University by Anh Thu Nguyen, Paul Berger, Ellen Field

“…If marketing instructors are not teaching about sustainability, it is a missed opportunity to transform production, consumerism and marketing. …”
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Factors influencing provider deviation from national HIV and nutritional guidelines for HIV-exposed children in western Kenya: a qualitative study by Megan M. Coe, Emily Yoshioka, Damaris Odhiambo, Mary Masheti, Phlona Amam, Julius Nyaoke, Emmanuel Oduor, Marline Serede, Agnes Ndirangu, Benson Singa, Arianna Rubin Means

“…Participants described siloed HIV and nutrition-related knowledge across staff, leading to missed or delayed care if certain providers were unavailable. …”
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Bioethical and Human Right Considerations during COVID-19 Pandemic Period: Reflections of Integrated Oncology Clinical Services from India by Lal P. Madathil, Princy Louis Palatty, Dhanya Sacheendran, Mamatha Jayachander, Thomas George, Arpita Gur, Abhishek Krishna, Russell Franco D'souza, Manjeshwar Shrinath Baliga

“…The multidisciplinary oncology teams aim to ensure that cancer patients in the continuum of integrated cancer care pathway get globally accepted standards of optimum care. …”
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Detailed PV Monitor: A Highly Generalized Photovoltaic Panels Segmentation Network Integrating Context-Aware and Deep Feature Reconstruction by Xiaopu Zhang, Huayi Wu, Kunlun Qi, Yuehui Qian, Yongxian Zhang, Ligang Wang, Jianxun Wang

“…Specifically, DPVM excels in complex backgrounds, significantly reducing PV panel missed detections, improving edge delineation, and outperforming classical and state-of-the-art segmentation models in key metrics.…”
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Impact of integrating family planning with maternal and child health on uptake of contraception: A quasi-experimental study in rural, Sindh, Pakistan. by Zahid Memon, Wardah Ahmed, Shah Muhammad, Fatima Haider, Talib Hussain Lashari, Muhammad Jawwad, Sophie Reale, Rachael Spencer, Zulfiqar Bhutta, Hora Soltani

“…The study concludes that integrating FP with MCH services proved impactful in increasing contraception uptake and minimizing missed opportunities. …”
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Multimodal Hidden Markov Models for Real-Time Human Proficiency Assessment in Industry 5.0: Integrating Physiological, Behavioral, and Subjective Metrics by Mowffq M. Alsanousi, Vittaldas V. Prabhu

“…The framework exhibited robustness across stress-test scenarios, including sensor noise, missing data, and imbalanced class distributions. …”
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Integrating smartwatch-based out-of-hospital cardiac arrest detection into resuscitation systems: a focus group study of community responder perspectives by Marijn Eversdijk, Babette J.W. van der Eerden, Dick L. Willems, Willem J. Kop, Mirela Habibović, Marieke A.R. Bak

“…Exploring their current experiences and perspectives on this new technology is important for successfully developing and integrating these innovations into existing resuscitation systems. …”
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An Integrated System for Detecting and Numbering Permanent and Deciduous Teeth Across Multiple Types of Dental X-Ray Images Based on YOLOv8 by Ya-Yun Huang, Chiung-An Chen, Yi-Cheng Mao, Chih-Han Li, Bo-Wei Li, Tsung-Yi Chen, Wei-Chen Tu, Patricia Angela R. Abu

“…<b>Background/Objectives:</b> In dental medicine, the integration of various types of X-ray images, such as periapical (PA), bitewing (BW), and panoramic (PANO) radiographs, is crucial for comprehensive oral health assessment. …”
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Integrating killer cell immunoglobulin-like receptor high-resolution genotyping for predicting transplant outcomes in allogeneic hematopoietic stem cell transplantation by Antonia Schäfer, Stéphane Buhler, Ticiana D.J. Farias, Katherine M. Kichula, Helen Baldomero, Zuleika Calderin Sollet, Sylvie Ferrari-Lacraz, Baptiste Micheli, Stavroula Masouridi-Levrat, Vanessa Mesquita, Oliver Kürsteiner, Gayathri Nair, Jörg Halter, Tayfun Güngör, Dominik Schneidawind, Yves Chalandon, Jakob R. Passweg, Paul J. Norman, Jean Villard

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Evaluation of a complex integrated, cross-sectoral psycho-oncological care program (isPO): a mixed-methods study protocol by Christina Samel, Holger Pfaff, Stephanie Stock, Nadine Scholten, Martin Hellmich, Imke Jenniches, Clarissa Lemmen, Jan Christopher Cwik, Michael Kusch, Hildegard Labouvie, Alexander Gerlach, Anna Hagemeier, Peter Haas, Michael Hallek, Antje Dresen

“…Introduction International standards of care require the complete integration of psycho-oncological care into biomedical cancer treatment. …”
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Towards Meaningful Interpretation of Molecular Data: Insights Gained from HMMD Challenges in <i>Salmonella</i> Detection for Future NGS Integration in Clinical Microbiology by Hyunji Kim, Soo Hyun Seo, Jae-Seok Kim, Kwang Jun Lee, Kyoung Un Park

“…Introducing an “indeterminate” category, especially for cases with low MFI values, could aid clinicians in integrating molecular results with patient context. …”
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Integrating artificial intelligence in community-based diabetes care programmes: enhancing inclusiveness, diversity, equity and accessibility a realist review protocol by Valeria E Rac, Joanna Bielecki, Samah Hassan, Sarah Ibrahim, Aleksandra Stanimirovic, Suja Mathew, Ryan Hooey, James Marshall Bowen

“…However, integrating AI into community settings remains underexplored, with socioethical concerns around inclusion, diversity, equity and accessibility requiring urgent attention.This realist review aims to examine how, why and under what circumstances AI applications can be effectively integrated into community-based diabetic care for marginalised populations. …”
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Machine learning solutions for integrating partially overlapping genetic datasets and modelling host–endophyte effects in ryegrass (Lolium) dry matter yield estimation by Jiashuai Zhu, Jiashuai Zhu, M. Michelle Malmberg, Maiko Shinozuka, Renata M. Retegan, Noel O. Cogan, Noel O. Cogan, Joe L. Jacobs, Joe L. Jacobs, Khageswor Giri, Kevin F. Smith, Kevin F. Smith

“…Overall, this research offers practical insights for integrating partially overlapping GDMs with structural missing data patterns and facilitates the identification of high-performing ryegrass clades. …”
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Comprehensive framework for thyroid disorder diagnosis: Integrating advanced feature selection, genetic algorithms, and machine learning for enhanced accuracy and other performance... by Ankur Kumar, Sanjay Dhanka, Abhinav Sharma, Anchal Sharma, Surita Maini, Mochammad Fahlevi, Fazla Rabby, Mohammed Aljuaid, Rohit Bansal

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Multi-task deep learning for simultaneous prediction of steel purity and carbon capture rate using membrane separation technology in integrated steelmaking processes by Somboon Sukpancharoen, Pakon Sakdee, Natacha Phetyim, Rinlada Sirisangsawang, Chayut Sungsook

“…Current prediction models address steel purity and carbon capture separately, missing opportunities for integrated process optimization. …”
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Superplastic Forming/Diffusion Bonding of TA15 Titanium Alloy for Manufacturing Integrated Solid/Hollow Four-Layer Grid Lightweight Structure Components by Zheng Han, Yuhan Xing, Taiying Liu, Ning Zhang, Shaosong Jiang, Zhen Lu

“…The nondestructive testing results confirmed that the ribs of the component are fully formed, with no missing or broken ribs. The grid exhibits good geometry and high-quality diffusion bonding. …”
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