Machine learning algorithms for predicting PTSD: a systematic review and meta-analysis by Masoumeh Vali, Hossein Motahari Nezhad, Levente Kovacs, Amir H Gandomi

“…Researchers should follow the reporting standards for AI/ML and adhere to the PROBAST guidelines. It is also essential to conduct external validations of these models to ensure they are practical and relevant in real-world settings.…”
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Statistical measurement of behavioral effects based on multimodal data by Suyan Tan, Yunyi Zhao, Jinjun Wang, Jia Fang

“…The results of the case study show that AI+ demonstrates significant advantages in behavioral effect assessment, which is more objective and effectively avoids the limitations of subjectivity in traditional assessment methods. …”
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Quantum-inspired framework for big data analytics: evaluating the impact of movie trailers and its financial returns by Jaiteg Singh, Kamalpreet Singh Bhangu, Farman Ali, Ahmad Ali AlZubi, Babar Shah

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Chord Types and Figuration: A Bayesian Learning Model of Extended Chord Profiles by Christoph Finkensiep, Petter Ericson, Sebasian Klassmann, Martin Rohrmeier

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Pore properties and CO2 adsorption performance of activated carbon prepared from various carbonaceous materials by Yuuki Mochizuki, Javzandolgor Bud, Enkhsaruul Byambajav, Naoto Tsubouchi

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Engineering chiral mesoporous silica nanoparticles: Template design and structural control for advanced applications by Yu Yin, Wu Wei, Kai Zhang

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Classification of Speech Emotion State Based on Feature Map Fusion of TCN and Pretrained CNN Model From Korean Speech Emotion Data by A-Hyeon Jo, Keun-Chang Kwak

“…Finally, we evaluate the performance comparison from five databases: the AI-Hub speech emotion dataset built in Korea and Korean speech emotional state classification dataset built from Chosun University as well as Emo-DB, RAVDESS, and TESS datasets. …”
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Changes in the Intestinal Microbiota in Patients with Chronic Pancreatitis: Systematizing Literature Data by I. V. Maev, A. I. Levchenko, D. N. Andreev

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Zincophilic CuO as electron sponge to facilitate dendrite-free zinc-based flow battery by Jin Seong Cha, Sanghyeon Park, Noh-Uk Seo, Yun-Chan Kang, Chan-Woo Lee, Jung Hoon Yang

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A Data-Intelligence-Driven Digital Twin Framework for Improving Sustainability in Logistics by Ibrahim Abdullahi, Hadi Larijani, Dimitrios Liarokapis, James Paterson, David Jones, Stewart Murray

“…As the company adopts the utilization of data intelligence as a way to collect, process and utilize data for insights, this presents an opportunity for applying artificial intelligence (AI) approaches such as reinforcement learning (RL), to identify trends, and offer recommendations for improving the sustainability and efficiency of its logistics. …”
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Explainable vision transformer for automatic visual sleep staging on multimodal PSG signals by Hyojin Lee, You Rim Choi, Hyun Kyung Lee, Jaemin Jeong, Joopyo Hong, Hyun-Woo Shin, Hyung-Sin Kim

“…Together, these explanations reinforce the scoring consistency of SleepXViT, making it both reliable and interpretable, thereby facilitating the synergy between the AI model and human scorers in clinical settings.…”
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The Neural Frontier of Future Medical Imaging: A Review of Deep Learning for Brain Tumor Detection by Tarek Berghout

“…However, the adoption of eXplainable AI (XAI) remains limited, despite its importance in building trust in medical diagnostics. …”
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Eggshell waste as a promising adsorbent for phosphorus recovery from wastewater: A review by Protima Sarker, Xin Liu, Md Shiblur Rahaman, Masahiro Maruo

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YOLOSeg with applications to wafer die particle defect segmentation by Yen-Ting Li, Yu-Cheng Chan, Chen-Che Huang, Yu-Chang Hsu, Ssu-Han Chen

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Secure computation protocol of Chebyshev distance under the malicious model by Xin Liu, Weitong Chen, Lu Peng, Dan Luo, Likai Jia, Gang Xu, Xiubo Chen, Xiaomeng Liu

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Real-Time Vehicle Detection and Air Pollution Estimation Using YOLOv9 by Hari Suparwito, Bernardus Galih Hersa Prakoso, Rosalia Arum Kumalasanti, Agnes Maria Polina

“…This research indicates that AI can be of help when dealing with the urban structure. …”
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Recent Advancements in Deep Learning Frameworks for Precision Fish Farming Opportunities, Challenges, and Applications by Gaganpreet Kaur, Nirmal Adhikari, Singamaneni Krishnapriya, Surindar Gopalrao Wawale, R. Q. Malik, Abu Sarwar Zamani, Julian Perez-Falcon, Jonathan Osei-Owusu

“…Artificial intelligence (AI)-based systems may be created to regulate key water quality factors including salinity, dissolved oxygen, pH, and temperature. …”
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Epitope-imprinted biomaterials with tailor-made molecular targeting for biomedical applications by Youlu Diao, Jia Gao, Yue Ma, Guoqing Pan

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Surgical technique of da Vinci robotic-assisted minimally invasive esophagectomy(RAMIE) expert experiences by Chengyuan Fang, Luquan Zhang, Hao Liang, Yanzhong Xin, Wei Zheng, Jianqun Ma

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Revealing the potential of ChatGPT for English language teaching: EFL preservice teachers’ teaching practicum experience by I Putu Indra Kusuma, Marianus Roni, Kadek Sintya Dewi, Gede Mahendrayana

“…The potential of ChatGPT as a novel Artificial Intelligence (henceforth, AI)-powered language model for language instruction, particularly for preservice teachers (henceforth, PSTs), remains unclear since earlier studies mainly provided theoretical concepts that have not yet been empirically verified. …”
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