How can we infer environment-dependent microbial interactions using kinetics?

Original title: Kinetics-based Inference of Environment-Dependent Microbial Interactions and Their Dynamic Variation Authors: Hyun-Seob Song,Na-Rae Lee,Aimee K. Kessell,Hugh C. McCullough,Seo-Young Park,Kang Zhou,Dong-Yup Lee In this article, the authors address the need for a better understanding…

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What are the security challenges for AI applications in cloud or fog computing?

Original title: Security Challenges for Cloud or Fog Computing-Based AI Applications Authors: Amir Pakmehr, Andreas Aßmuth, Christoph P. Neumann, Gerald Pirkl The article discusses the security challenges faced by machine learning services in Cloud or…

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Is ProvFL about enabling clients to understand global model predictions in Federated Learning?

Original title: ProvFL: Client-Driven Interpretability of Global Model Predictions in Federated Learning Authors: Waris Gill (1), Ali Anwar (2), Muhammad Ali Gulzar (1) ((1) Virginia Tech, (2) University of Minnesota Twin Cities) The article discusses…

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How can computational methods be benchmarked for identifying variable genes and peaks?

Original title: Benchmarking computational methods to identify spatially variable genes and peaks Authors: Zhijian Li,Zain M.Patel,Dongyuan Song,Guanao Yan,Jingyi Jessica Li,Luca Pinello This article explores the field of spatially resolved transcriptomics, which allows scientists to examine…

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Can Pyramid Vision Transformer Detect Alzheimer’s Disease in White Matter of MRI Data?

Original title: PVTAD: ALZHEIMERS DISEASE DIAGNOSIS USING PYRAMID VISION TRANSFORMER APPLIED TO WHITE MATTER OF T1-WEIGHTED STRUCTURAL MRI DATA Authors: Maryam Akhavan Aghdam,Serdar Bozdag,Fahad Saeed In this article, researchers discuss the importance of timely diagnosis…

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How can graph attention networks help identify new disease genes by integrating multiple gene interaction networks and omics data?

Original title: Integration of multi-source gene interaction networks and omics data with graph attention networks to identify novel disease genes Authors: Kaiyuan Yang,Jiabei Cheng,Shenghao Cao,Xiaoyong Pan,Hong-bin Shen,Cheng Jin,Ye Yuan In this article, the authors discuss…

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How does TagCLIP enhance open-vocabulary multi-label classification without training?

Original title: TagCLIP: A Local-to-Global Framework to Enhance Open-Vocabulary Multi-Label Classification of CLIP Without Training Authors: Yuqi Lin, Minghao Chen, Kaipeng Zhang, Hengjia Li, Mingming Li, Zheng Yang, Dongqin Lv, Binbin Lin, Haifeng Liu, Deng…

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How can CentileBrain optimize modeling brain morphometry across lifespan?

Original title: Normative Modeling of Brain Morphometry Across the Lifespan Using CentileBrain: Algorithm Benchmarking and Model Optimization Authors: Ruiyang Ge,Yuetong Yu,Yi Xuan Qi,Yunan Vera Fan,Shiyu Chen,Chuntong Gao,Shalaila S Haas,Amirhossein Modabbernia,Faye New,Ingrid Agartz,Philip Asherson,Rosa Ayesa-Arriola,Nerisa Banaj,Tobias…

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