The MacqD deep-learning-based model for automatic detection of socially housed laboratory macaques by Genevieve Jiawei Moat, Maxime Gaudet-Trafit, Julian Paul, Jaume Bacardit, Suliann Ben Hamed, Colline Poirier

“…Abstract Despite advancements in video-based behaviour analysis and detection models for various species, existing methods are suboptimal to detect macaques in complex laboratory environments. To address this gap, we present MacqD, a modified Mask R-CNN model incorporating a SWIN transformer backbone for enhanced attention-based feature extraction. …”
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Effects of community participation on improving uptake of skilled care for maternal and newborn health: a systematic review. by Cicely Marston, Alicia Renedo, C R McGowan, Anayda Portela

“…Qualitative investigation can help fill this information gap and should be at the heart of future quantitative research examining participation interventions - in maternal/newborn health, and more widely. …”
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Redefining success in innovative crowdfunding projects: Empirical evidence of effective mindful consumption promotion in Kickstarter by Ana M. Gómez-Olmedo, María Eizaguirre Diéguez, Jose Antonio Vicente Pascual

“…This study fills this research gap by determining the factors that contribute to the success of environmental projects in reward-based crowdfunding and understanding how such projects also promote consumers’ sustainable consumption practices. …”
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Towards a Novel Digital Twin Framework Proposal Within the Engineering Design Process for Future Engineers: An IoT Smart Building Use Case by Angeliki Boltsi, Dimitrios Kosmanos, Apostolos Xenakis, Periklis Chatzimisios, Costas Chaikalis

“…Additionally, to support EDP extension, a hybrid pedagogical approach is introduced, which combines traditional engineering hands-on education methodologies with DT activities, to further foster experimental learning, iterative system design, and complex systems thinking development. To this end, our approach aims to bridge the gap between theoretical science and engineering knowledge, along with practical application use cases, contributing to a better preparation of future engineers capable of addressing interdisciplinary challenges associated with smart systems and digital transformation within the Industry 4.0 era.…”
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Binarized Neural Networks for Resource-Efficient Spike Sorting by Luca M. Meyer, Majid Zamani, Andreas Demosthenous

“…This work presents a binarized neural network for spike sorting that narrows the performance gap between recently developed binarized models and more accurate full-precision models. …”
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The impacts of altering biodiversity to the Water–Energy–Food nexus: case study North Euboea, Greece by G.-Fivos Sargentis, Romanos Ioannidis

“…Abstract The Water–Energy–Food (WEF) nexus is defined in modern societies through a complex interaction of trade, transportation of goods, energy generation technologies and many other parameters. …”
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Multiple model visual feature embedding and selection method for an efficient ocular disease classification by Isha Kansal, Vikas Khullar, Preeti Sharma, Supreet Singh, Junainah Abd Hamid, A. Johnson Santhosh

“…Abstract Early detection of ocular diseases is vital to preventing severe complications, yet it remains challenging due to the need for skilled specialists, complex imaging processes, and limited resources. …”
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Performance Analysis of a 90mm Multi Launcher Missile System Integrated with Radar for Vital Object Air Defense Against High Speed and Stealth Aerial Threats by Nur Rachman Supadmana Muda

“…Traditional air defense systems are limited to small, agile and low-cost targets, and are constrained by cost, complexity and latency. This creates an urgent need for a new approach that is fast, automated, precise and cost-effective. …”
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From genes to patterns: a framework for modeling the emergence of embryonic development from transcriptional regulation by Jimena Garcia-Guillen, Ezzat El-Sherif

“…In this study, we present a modeling framework that bridges the gap between molecular gene regulation and tissue-level embryonic patterning. …”
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A critical review of optimizing pollutant removal from refinery wastewater using ozone and nanocatalyst-assisted bubble column reactors by Safiaa M. Mohammed, Khalid A. Sukkar, Ali Abdul Rahman Al-Ezzi, Amjed R. Qarahgouli

“…The treatment of petroleum refinery wastewater remains a critical challenge due to the complex mixture of toxic and persistent contaminants such as hydrocarbons, phenolic compounds, nitrogenous substances, and heavy metals. …”
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Disentangling the Effects of Global and Regional Drivers on Diverse Long‐Term pH Trends in Coastal Waters by Ming Li, Renjian Li, Yijun Guo, Jeremy M. Testa, Wei‐Jun Cai, Chunqi Shen, Yuren Chen, Sujay S. Kaushal

“…Abstract Unlike declines of pH in the open ocean on the total scale (pHT), coastal systems have shown complex long‐term trends in pHT due to a multitude of global and regional drivers. …”
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Exploring digital twins for transport planning: a review by Dipanjan Nag, Freyja Brandel-Tanis, Zakiya Aryana Pramestri, Kelly Pitera, Yngve Karl Frøyen

“…Abstract Digital Twins (DTs) are gaining interest among urban planners and city authorities, but a notable gap exists in fully understanding and effectively applying them to complex and multifaceted transport planning processes. …”
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Telocinobufagin suppresses malignant metastasis of undifferentiated thyroid carcinoma via modulation of the LARP1‐mTOR pathway by Li‐Zhi Qiang, Shi‐Zhi Fang

“…While the involvement of LARP1 in the metastatic process of various cancers has been documented, there is a noticeable gap in the literature regarding its potential influence on ATC metastasis. …”
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Formation of the "Self-Made-Man" Idea in the Context of the Christian Middle Ages by V. Y. Antonova, O. M. Korkh

“…Such focus became a logical and somewhat unexpected result of the complex interaction of numerous factors of medieval culture, as well as the ideas and intentions inherited from Antiquity. …”
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Strengthening one health: Lessons learned of rabies response in Indonesia by Thursina Tanrypada, Hasanbasri Mubasysyir, Mahendradhata Yodi

“…As a concept that emphasizes various sectors to address the complex issue of zoonoses, it significantly aids in the rapid and accurate response to case reports and outbreak investigations. …”
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Decoding ISO 19650 Through Process Modelling for Information Management and Stakeholder Communication in BIM by Fonbeyin Henry Abanda, Bharathi Balu, Selorm Emmanuel Adukpo, Adeyemi Akintola

“…It focuses on how process modelling can clarify complex concepts and improve information management. …”
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A Systematic Literature Review on Inclusive Public Open Spaces: Accessibility Standards and Universal Design Principles by Akshay Gupta, Madhura Yadav, Bibhu Kalyan Nayak

“…Although universal design focuses on physical accessibility, inclusion in public spaces entails a more complex web of spatial, social, and policy factors. …”
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DNA barcoding of the soft coral, Clavularia inflata, shows two major groups across Indonesian coral reefs by Beginer Subhan, Dietriech G. Bengen, Sebastian C. A. Ferse, Fauzan Dzulfannazhir, Luzmi Malia Izza, Nurlita Putri Anggraini, Prakas Santoso, Dondy Arafat, Lalu M. Iqbal Sani, Hawis H. Madduppa

“…Clavularia inflata was first described from Ternate Island, Indonesia in 1896 and later reported appeared from Japan and Taiwan in 1953.Clavularia (Blainville 1830) soft corals exhibit complex morphological traits that are difficult to differentiate, thus complicating their identification. …”
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The Overlapping Biology of Sepsis and Cancer and Therapeutic Implications by Amit Kumar Tripathi, Yogesh Srivastava

“…In this review, we also highlight the critical need for integrated approaches to understanding and managing the complex interactions between sepsis and cancer. By bridging the gap between sepsis and cancer research, this work aims to inspire interdisciplinary collaboration and advance the development of targeted therapies that address the shared mechanisms driving these devastating diseases. …”
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Role of International Human Resource Management in International NGOs and Humanitarian Organizations by Hamdullah Azimi, Mohammad Yusuf Saleh, Muhammad Ismail Basharmal

“…Originality/Value: This research addresses a significant gap in the literature by examining IHRM through the lens of humanitarian action—a context often overlooked in mainstream HRM theory. …”
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