Embedding Fear in Medical AI: A Risk-Averse Framework for Safety and Ethics by Andrej Thurzo, Vladimír Thurzo

“…In today’s high-stakes arenas—from healthcare to defense—algorithms are advancing at an unprecedented pace, yet they still lack a crucial element of human decision-making: an instinctive caution that helps prevent harm. …”
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Systematic Review of Image Segmentation Programs in Craniomaxillofacial Surgery by Khawla Rasheed, Auns Al-Neami, Haider Abbas

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CT radiomics and human-machine hybrid system for differentiating mediastinal lymphomas from thymic epithelial tumors by Han Xia, Jiahui Yu, Kehui Nie, Jun Yang, Li Zhu, Shengjian Zhang

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Decoding growth parameters of small pelagics: a critical examination of model effectiveness with a focus on the European anchovy by Margarita Rincón Hidalgo, Margarita Rincón Hidalgo, MariAngeles Gamaza, MaJosé Zúñiga, Fernando Ramos, Jorge Tornero

“…Furthermore, using the obtained estimates as fixed in the stock assessment model reduces computational time and enhances the goodness of fit, resulting in a more efficient model. …”
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Predicting epidermal growth factor receptor (EGFR) mutation status in non-small cell lung cancer (NSCLC) patients through logistic regression: a model incorporating clinical charac... by Jimin Hao, Man Liu, Zhigang Zhou, Chunling Zhao, Liping Dai, Songyun Ouyang

“…It holds potential to aid clinicians in more precisely identifying patients likely to benefit from EGFR molecular testing and facilitating targeted therapy decision-making, particularly in scenarios where molecular testing is impractical or inaccessible.…”
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Role of CT dacryocystography in the management of lacrimal drainage system obstruction by Heba Hamdy, Mohammad Waheed El-Anwar, Mohamed Adel Mobasher, Mohamed Ibrahim Amin, Hoda Abdelhamid

“…Conclusion CTDCG seems to be a minimal-invasive, fast, procedure for evaluation of nasolacrimal duct obstruction (NLDO) that could add benefit in diagnosis and preoperative decision-making.…”
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Detectron2-enhanced mask R-CNN for precise instance segmentation of rice blast disease in Tanzania: Supporting timely intervention and data-driven severity assessment by Reuben Alfred, Judith Leo, Shubi F. Kaijage

“…It equips Tanzanian smallholder farmers with timely, accessible tools for effective blast detection and data-driven decision making.…”
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Unlocking horizontal and vertical cropping intensification potentials to address landlessness and food security challenges of rainfed crop production systems in Ethiopia: potential... by Tibebu Kassawmar, Tibebu Kassawmar, Matebu Tadesse, Matebu Tadesse, Gizaw Desta, Amare Bantider, Amare Bantider, Ermias Teferi, Ermias Teferi, Woldeamlak Bewket, Woldeamlak Bewket, Lemlem Abraha, Gete Zeleke, Claire L. Walsh, Greg O’Donnell

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Radiomics-based machine-learning method to predict extrahepatic metastasis in hepatocellular carcinoma after hepatectomy: a multicenter study by Ying He, Bingzi Dong, Bin Hu, Xiwei Hao, Nan Xia, Chuncheng Yang, Qian Dong, Chengzhan Zhu

“…Decision curve analysis (DCA) was employed to assess the clinical utility and net benefit of the predictive models across different threshold probabilities, thereby evaluating their potential value in guiding clinical decision-making for extrahepatic metastasis. …”
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VTGAN based proactive VM consolidation in cloud data centers using value and trend approaches by Aya I. Maiyza, Hanan A. Hassan, Walaa M. Sheta, Karim Banawan, Noha O. Korany

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Aménagement durable des territoires : quel apport d’un outil multimédia d’aide à la délibération ? by Aurèlie Chamaret, Victoria Reichel, Martin O’Connor

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Crafting desirable climate trajectories with reinforcement learning explored socio-environmental simulations by James Rudd-Jones, Fiona Thendean, María Pérez-Ortiz

“…In the last decades, policymakers increasingly use simulations and computational methods to guide some of their decisions. …”
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Preoperative assessment using a scoring system after neoadjuvant chemotherapy with docetaxel, cisplatin, and 5-fluorouracil for locally advanced esophageal cancer: Who can avoid su... by Yasunori Kurahashi, Toshihiko Tomita, Takuya Okugawa, Kazuhiro Kitajima, Motoki Murakami, Shugo Kohno, Yudai Hojo, Eiichiro Nakao, Tatsuro Nakamura, Yoshinori Ishida, Shinichiro Shinzaki, Hisashi Shinohara

“…Comprehensive and flexible clinical decision-making is essential.…”
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Assisted-Value Factorization with Latent Interaction in Cooperate Multi-Agent Reinforcement Learning by Zhitong Zhao, Ya Zhang, Siying Wang, Yang Zhou, Ruoning Zhang, Wenyu Chen

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A novel spatiotemporal fractal dimension (STFD) for assessing ecological environment of the large-scale Yangtze River Basin China from 2012 to 2021 remote sensing data by Chang Li, Jiao Guo, Yongjun Zhang

“…This study not only enriches the theory and methods of controlling spatiotemporal uncertainty of EEA, but also reveals the ecological environmental law in the Yangtze River basin at different river grades and offers a scientific basis for regional sustainable development and government decision-making.…”
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Multi-Criteria Evaluation and Benchmarking for Young Learners’ English Language Mobile Applications in Terms of LSRW Skills by N. K. Ibrahim, Hamsa Hammed, A. A. Zaidan, B. B. Zaidan, O. S. Albahri, M. A. Alsalem, R. T. Mohammed, Ali Najm Jasim, Ali H. Shareef, N. S. Jalood, M. J. Baqer, Shahad Nidhal, E. M. Almahdi, Musaab Alaa

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Noninvasive anatomical assessment for ruling out hemodynamically relevant coronary artery anomalies in adults – A comparison of coronary-CT to invasive coronary angiography: The NA... by Marius R. Bigler, Anselm W. Stark, Isaac Shiri, Joel Illi, Matthias Siepe, Federico Caobelli, Andreas A. Giannopoulos, Ronny R. Buechel, Andreas Haeberlin, Dominik Obrist, Lorenz Räber, Christoph Gräni

“…As the sole presence of AAOCA does not always imply a revascularization, a detailed anatomical and functional analysis is crucial for clinical decision-making. Currently, invasive coronary angiography is the gold-standard method for a thorough hemodynamic assessment of AAOCA. …”
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Systematic Review of IoT-Based Solutions for User Tracking: Towards Smarter Lifestyle, Wellness and Health Management by Reza Amini Gougeh, Zeljko Zilic

“…The reviewed studies demonstrated innovative applications of IoT, focusing on M2M interactions, edge devices, multimodality health monitoring, intelligent decision-making, and automated health management systems. …”
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Synergistic integration of digital twins and sustainable industrial internet of things for new generation energy investments by Gang Kou, Hasan Dinçer, Serhat Yüksel, Muhammet Deveci

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Temporal trends and predictive modeling of air pollutants in Delhi: a comparative study of artificial intelligence models by Omer A. Alawi, Haslinda Mohamed Kamar, Ali Alsuwaiyan, Zaher Mundher Yaseen

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