Discordance, accuracy and reproducibility study of pathologists’ diagnosis of melanoma and melanocytic tumors by Sarah Haggenmüller, Christoph Wies, Julia Abels, Jana T. Winterstein, Lukas Heinlein, Carina Nogueira Garcia, Jochen S. Utikal, Sebastian A. Wohlfeil, Friedegund Meier, Sarah Hobelsberger, Frank F. Gellrich, Mildred Sergon, Axel Hauschild, Lars E. French, Lucie Heinzerling, Justin G. Schlager, Kamran Ghoreschi, Max Schlaak, Franz J. Hilke, Gabriela Poch, Sören Korsing, Cosimo Sarfert, Carola Berking, Markus V. Heppt, Michael Erdmann, Sebastian Haferkamp, Konstantin Drexler, Dirk Schadendorf, Wiebke Sondermann, Matthias Goebeler, Bastian Schilling, Jakob Nikolas Kather, Stefan Fröhling, Mar Llamas-Velasco, Luis C. Requena, Gerardo Ferrara, Maite Fernandez-Figueras, Sylvie Fraitag, Cornelia S. L. Müller, Hans Starz, Heinz Kutzner, Raymond Barnhill, Richard Carr, Kenneth S. Resnik, Stephan Alexander Braun, Tim Holland-Letz, Titus J. Brinker

“…Abstract Accurate melanoma diagnosis is crucial for patient outcomes and reliability of AI diagnostic tools. We assess interrater variability among eight expert pathologists reviewing histopathological images and clinical metadata of 792 melanoma-suspicious lesions prospectively collected at eight German hospitals. …”
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Attention-enhanced optimized deep ensemble network for effective facial emotion recognition by Taimoor Khan, Muhammad Yasir, Chang Choi

“…Facial emotion recognition (FER) is rapidly advancing, with significant applications in healthcare, human-computer interactions, and biometric security, driven by recent advances in artificial intelligence (AI), computer vision, and deep learning. In recent studies, various algorithms have encountered several challenges such as data scarcity, low-resolution images, and suboptimal performance, particularly in real-time applications. …”
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A versatile platform based on matrix metalloproteinase-sensitive peptides for novel diagnostic and therapeutic strategies in arthritis by Mingyang Li, Tao Deng, Quan Chen, Shenghu Jiang, Hang Li, Jiayi Li, Shenglan You, Hui-qi Xie, Bin Shen

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Survival and Flight Capacity of Apis mellifera after Contact with Residues of Spiromesifen on Melon Leaves by Alesia Alves de Souza, Emanoely Karoliny Santos da Silva, Ewerton Marinho da Costa, Tiago Augusto Lima Cardoso, Jacquelinne Alves de Medeiros Araújo Costa, Daiane Mirian Tomaz da Silva, Ancélio Ricardo de Oliveira Gondim

“…The experiment occurred under laboratory conditions, in a completely randomized design and a 4x3 factorial scheme, with two doses of Spiromesifen (0.24 and 0.288 g a.i./L), a positive control (Thiamethoxam), and an absolute control (distilled water), at three exposure times: 1, 2, and 3 hours after treatment application. …”
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Wood flour / ceramic reinforced polylactic acid based 3D–printed functionally grade structural material for integrated engineering applications: A numerical and experimental charac... by Arunkumar Thirugnanasamabandam, B. Prabhu, Varsha Mageswari, V. Murugan, Karthikeyan Ramachandran, Kumaran Kadirgama

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A dataset of annotated free comments on the sensory perception of madeleines for benchmarking text mining techniquesRecherche.Data.Gouv by Michel Visalli, Ronan Symoneaux, Cécile Mursic, Margaux Touret, Flore Lourtioux, Kipédène Coulibaly, Benjamin Mahieu

“…The dataset can therefore be repurposed to assess and compare the performance of different text mining, natural language processing and sentiment analysis algorithms in both French and English, as well as to drive innovations in AI tools for sensory and consumer research.…”
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Technoeconomic Feasibility of Wind and Solar Generation for Off-Grid Hyperscale Data Centres by William Rollinson, Andrew Urquhart, Murray Thomson

“…As a global community our use of data is increasing exponentially with emerging technologies such as artificial intelligence (AI), leading to a vast increase in the energy demand for data centres worldwide. …”
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Hydrochemical characteristics, water quality and diatom assemblage in Dordi River, Nepal by Punam Phuyal, Shraddha Ranabhat, Sanjal Khatri, Nabin Lamichhane, Ramesh Raj Pant, Lal Bahadur Thapa, Ram Kailash Prasad Yadav

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Comprehensive assessment and comparison on nutritional qualities of 39 germplasms Actinidia arguta seeds in Northeast China by Miao Yan, Song Pan, Guanlin Qian, Jiabao Wang, Xiaoman Liang, Tiancheng Ye, Heran Xu, Guang Xin

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Quantum dots enhanced stability of in-situ fabricated perovskite nanocrystals based light-emitting diodes: Electrical field distribution effects by Xulan Xue, Menglin Li, Zhenjie Liu, Chenhui Wang, Jincheng Xu, Shuangpeng Wang, Hanzhuang Zhang, Haizheng Zhong, Wenyu Ji

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Mitigation of PFOA/PFOS toxicity in zebrafish (Danio rerio) by oxidative stress modulation and gut microbial metabolism through the use of aquatic probiotic Lactobacillus rhamnosus by Chun Wang, Guanyi Li, Sibao Chen, Ruixuan Li, Mengyan Wang, Xia Wang, Ning Ding, Yingxue Sun

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Immunoregulative coating for scarless healing in anterior cruciate ligament reconstruction by Shuang Wang, Chao Xu, Yuanman Yu, Jie Li, Tianwu Chen, Jing Wang, Changsheng Liu

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Critical Review of Advances and Numerical Modeling in Absorbers and Desorbers of Absorption Chillers: CFD Applications, Constraints, and Future Prospects by Suellen Cristina Sousa Alcântara, José Ângelo Peixoto da Costa, Alvaro Antonio Villa Ochoa, Gustavo de Novaes Pires Leite, Álvaro Augusto Soares Lima, Héber Claudius Nunes Silva, Paula Suemy Arruda Michima, Igor Cavalcanti da Silveira, Allysson Macário de Araújo Caldas, Amín Altamirano

“…The article also explores the integration of artificial intelligence (AI) in CFD analyses, aiming to optimize modeling and system performance. …”
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Ethical issues raised in the care of the elderly during the SARS-CoV-2 pandemic and possible solutions for the future: a systematic review of qualitative scientific literature by Mohamed Amine Bouchlaghem, Zoé Estey-Amyot, Erika Ethier, Miruna Anohim, Marie-Laurence Ouellet-Pelletier, Lyse Langlois, Félix Pageau

“…Our results also revealed 4 categories of potential solutions to the encountered ethical dilemmas, namely, optimal protocols, enhanced communication, caregiver support and technological assistance (virtual team-based, AI). Conclusions The ethical dilemmas that emerged from our results highlight the interest of a serious international discussion around the phenomena of ageism and its potential ethical implications for health care workers (be it under normal circumstances or exceptional circumstances such as those of a pandemic). …”
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A review on techno-economic analysis of lignocellulosic biorefinery producing biofuels and high-value products by Ronak Patel, T.S. Rajaraman, Paresh H. Rana, Nikita J. Ambegaonkar, Sanjay Patel

“…Finally, the role of policy mechanisms, Artificial Intelligence (AI) and other data-driven technologies are also discussed in the biorefinery context.…”
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Variational Approaches for Drug-Disease-Gene Links in Periodontal Inflammation by Pradeep Kumar Yadalam, Prabhu Manickam Natarajan, Musab Hamed Saeed, Carlos M. Ardila

“…Advances in generative AI techniques, such as variational autoencoders (VAEs) and quantum variational classifiers (QVCs), offer promising tools for predicting gene associations between drugs and diseases. …”
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Biosafety and efficacy evaluation of a biodegradable Zn-Cu-Mn stent: A long-term study in porcine coronary artery by Yi Qian, Yan Chen, Jimiao Jiang, Jia Pei, Junfei Li, Jialin Niu, Jinzhou Zhu, Guangyin Yuan

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Correlation between daily physical activity and intestinal microbiota in perimenopausal women by Yanqiu Zheng, Junyu Ke, JinBin Song, Xuyu Li, Rongman Kuang, Haiyan Wang, Shuang Li, Yanwu Li

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Recent advances on the oxide film of ignition-proof magnesium alloys: A review by Jiaxuan Han, Bo Hu, Zhenfei Jiang, Fanjin Yao, Zixin Li, Dejiang Li, Xiaoqin Zeng, Wenjiang Ding

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One-step solvothermal preparation of Fe-doped Ni0.85Se/NF: An efficient catalyst for the oxygen evolution reaction by Longqi Zhu, Runze Wang, Chen Wang, Shuhan Yang, Haizhen Liu, Bo Xing, Honghui Cheng, Kuikui Wang

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