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检索条件"机构=Data Science and Analytics Program"
134 条 记 录,以下是11-20 订阅
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Multimodal AI predicts clinical outcomes of drug combinations from preclinical data
arXiv
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arXiv 2025年
作者: Huang, Yepeng Su, Xiaorui Ullanat, Varun Liang, Ivy Clegg, Lindsay Olabode, Damilola Ho, Nicholas John, Bino Gibbs, Megan Zitnik, Marinka Department of Biomedical Informatics Harvard Medical School BostonMA United States Program in Biological and Biomedical Sciences Harvard Medical School BostonMA United States Harvard College CambridgeMA United States Clinical Pharmacology and Quantitative Pharmacology Clinical Pharmacology & Safety Sciences R&D AstraZeneca GaithersburgMD United States Clinical Pharmacology and Quantitative Pharmacology Clinical Pharmacology & Safety Sciences R&D AstraZeneca WalthamMA United States Program in Computational Biology Carnegie Mellon University PittsburghPA United States Imaging and Data Analytics Clinical Pharmacology & Safety Sciences R&D AstraZeneca WalthamMA United States Kempner Institute for the Study of Natural and Artificial Intelligence Harvard University AllstonMA United States Broad Institute of MIT and Harvard CambridgeMA United States Harvard Data Science Initiative CambridgeMA United States
Predicting clinical outcomes from preclinical data is essential for identifying safe and effective drug combinations, reducing late-stage clinical failures, and accelerating the development of precision therapies. Cur... 详细信息
来源: 评论
Predicting Oil and Gas Pipe Wall Thickness Using Machine Learning
Predicting Oil and Gas Pipe Wall Thickness Using Machine Lea...
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2021 International Conference on data analytics for Business and Industry, ICDABI 2021
作者: Mohammed, Abdulrahim Hewahi, Nabil College of Science University of Bahrain Big Data Science and Analytics Program Sakhir Bahrain College of Information Technology University of Bahrain Department of Computer Science Sakhir Bahrain
Pipeline networks are crucial for process industries transportation and business operation. These vital elements, however, are highly exposed to material degradation due to corrosion that seriously impedes operational... 详细信息
来源: 评论
Tweets Sentiment Analysis during COVID-19 Pandemic
Tweets Sentiment Analysis during COVID-19 Pandemic
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2020 International Conference on data analytics for Business and Industry: Way Towards a Sustainable Economy, ICDABI 2020
作者: Alanezi, Maha A. Hewahi, Nabil M. University of Bahrain Big Data Science Analytics Master Program Collage of Science Sakhir Bahrain University of Bahrain Collage of Information Technology Department of Computer Science Sakhir Bahrain
The aim of this paper is to investigate the impact of social distance on people during COVID-19 pandemic using twitter sentiment analysis through a comparison between the k-means clustering and Mini-Batch k-means clus... 详细信息
来源: 评论
Prediction of Stock Price and Direction Using Neural Networks: datasets Hybrid Modeling Approach
Prediction of Stock Price and Direction Using Neural Network...
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2020 International Conference on data analytics for Business and Industry: Way Towards a Sustainable Economy, ICDABI 2020
作者: Aradi, Mohamed Al Hewahi, Nabil Univestity of Bahain Sakhir Big Data Science Analytics Master Program Collage of Science Bahrain Univestity of Bahain Collage of Information Technology Department of Computer Science Sakhir Bahrain
Stock prices prediction is one of the most daunting tasks to achieve for day traders, investors, and data scientists. They are complex functions of a wide array of contributing factors that affects the movement dynami... 详细信息
来源: 评论
Random Forest vs. SVM vs. KNN in classifying Smartphone and Smartwatch sensor data using CRISP-DM
Random Forest vs. SVM vs. KNN in classifying Smartphone and ...
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2020 International Conference on data analytics for Business and Industry: Way Towards a Sustainable Economy, ICDABI 2020
作者: Saleh, Sadiq Jaffer Ali, Sayed Qasim Zeki, Ahmed M. University of Bahrain Big Data Science Analytics Master Program Bahrain University of Bahrain College of Information Technology Deptartment of Information Systems Bahrain
Nowadays IoT sensors become one of the major sources of data, starting from home automation going to daily devices. Focusing on handsets that have the most significant contribution factor on data blooming and booming.... 详细信息
来源: 评论
Macrophages direct location-dependent recall of B cell memory to vaccination
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Cell 2025年
作者: Dhenni, Rama Hoppé, Alexandra Carey Reynaldi, Arnold Kyaw, Wunna Handoko, Nathalie Tricia Grootveld, Abigail K. Keith, Yuki Honda Bhattacharyya, Nayan Deger Ahel, Holly I. Telfser, Aiden Josiah McCorkindale, Andrew N. Yazar, Seyhan Bui, Christina H.T. Smith, James T. Khoo, Weng Hua Boyd, Mollie Obeid, Solange Milner, Brad Starr, Mitchell Brilot, Fabienne Milogiannakis, Vanessa Akerman, Anouschka Aggarwal, Anupriya Davenport, Miles P. Deenick, Elissa K. Chaffer, Christine L. Croucher, Peter I. Brink, Robert Goldstein, Leonard D. Cromer, Deborah Turville, Stuart G. Kelleher, Anthony D. Venturi, Vanessa Munier, C. Mee Ling Phan, Tri Giang Precision Immunology Program Garvan Institute of Medical Research Sydney NSW Australia St. Vincent's Healthcare Clinical Campus School of Clinical Medicine Faculty of Medicine and Health UNSW Sydney Kensington Sydney NSW Australia Immunovirology and Pathogenesis Program Kirby Institute UNSW Sydney Sydney NSW Australia Infection Analytics Program Kirby Institute UNSW Sydney Sydney NSW Australia Data Science Platform Garvan Institute of Medical Research Sydney 2010 NSW Australia St. Vincent's Hospital Sydney Sydney NSW Australia Cancer Plasticity and Dormancy Program The Kinghorn Cancer Centre Garvan Institute of Medical Research Sydney 2010 NSW Australia St. Vincent's Centre for Applied Medical Research Sydney NSW Australia Immune Biotherapies Program Garvan Institute of Medical Research Sydney 2010 NSW Australia Brain Autoimmunity Group Kids Neuroscience Centre The Children's Hospital at Westmead Faculty of Medicine and Health School of Medical Sciences Sydney NSW Australia School of Medical Science Faculty of Medicine and Health University of Sydney Sydney NSW Australia
Vaccines generate long-lived plasma cells and memory B cells (Bmems) that may re-enter secondary germinal centers (GCs) to further mutate their B cell receptor upon boosting and re-exposure to antigen. We show in mous... 详细信息
来源: 评论
Applying Parallel Processing to Improve the Computation Speed of K-Nearest Neighbor Algorithm
Applying Parallel Processing to Improve the Computation Spee...
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2020 International Conference on data analytics for Business and Industry: Way Towards a Sustainable Economy, ICDABI 2020
作者: Alanezi, Maha A. Alqaddoumi, Abdulla University of Bahrain Collage of Science Big Data Science and Analytics Master Program Sakhir Bahrain University of Bahrain Collage of Information Technology Department of Information System Sakhir Bahrain
K-Nearest Neighbor (KNN) is a widely used algorithm to gain an accurate and efficient classification. One of the drawbacks of the algorithm is the time required to calculate the distance for each point. In this paper,... 详细信息
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Comparing Naïve Bayes, Decision Tree and Logistic Regression Methods in Fraudulent Credit Card Transactions
Comparing Naïve Bayes, Decision Tree and Logistic Regressio...
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2020 International Conference on data analytics for Business and Industry: Way Towards a Sustainable Economy, ICDABI 2020
作者: Alanezi, Maha A. Homeed, Mawra T. Mohamed, Zahra S. Zeki, Ahmed M. University of Bahrain Big Data Science Analytics Master Program Collage of Science Sakhir Bahrain University of Bahrain Collage of Information Technology Department of Information System Sakhir Bahrain
data mining is utilized to explore banks' data to unravel any hidden scams and detect potential frauds. The aim of this paper is to compare between the Naïve Bayes, Decision Tree and Logistic Regression in fr... 详细信息
来源: 评论
Characterization and Classification of Purity of Limestone in Madura Island for Industrial Application  1
Characterization and Classification of Purity of Limestone i...
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1st International Symposium on Physics and Applications, ISPA 2020
作者: Munawaroh, F. Muharrami, L.K. Triwikantoro Arifin, Z. Natural Science Education Study Program Universitas Trunojoyo Madura Bangkalan Indonesia Department of Physics Faculty of Science and Data Analytics Institut Teknologi Sepuluh Nopember Surabaya Indonesia
The characterization and classification of purity of limestone at Madura Island was investigated. Sampling was taken from nine quarries from different areas. The chemical analysis was carried out by X-ray fluorescence... 详细信息
来源: 评论
The exposome and pancreatic cancer, lifestyle and environmental risk factors for PDAC
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Seminars in Cancer Biology 2025年 113卷 100-129页
作者: Peduzzi, Giulia Archibugi, Livia Farinella, Riccardo de Leon Pisani, Ruggero Ponz Vodickova, Ludmila Vodicka, Pavel Kraja, Bledar Sainz, Juan Bars-Cortina, David Daniel, Neil Silvestri, Roberto Uysal-Onganer, Pinar Landi, Stefano Dulińska-Litewka, Joanna Comandatore, Annalisa Campa, Daniele Hughes, David J. Rizzato, Cosmeri Department of Biology University of Pisa Pisa Italy Pancreato-Biliary Endoscopy and Endosonography Division Pancreas Translational and Clinical Research Center IRCCS Ospedale San Raffaele Milan Italy Biomedical Center Martin Bioinformatic Center Comenius University in Bratislava Jessenius Faculty of Medicine in Martin Slovakia Faculty of Medicine and Biomedical Center in Pilsen Charles University Pilsen Czech Republic University Clinic of Gastrohepatology University Hospital Center Mother Teresa Tirana Albania Department of Biochemistry and Molecular Biology University of Granada Granada Spain Centro de Investigación Biomédica en Red de Epidemiología y Salud Pública (CIBERESP) Madrid 28029 Spain GENYO. Centre for Genomics and Oncological Research. Genomic Oncology department Granada Spain Instituto de Investigación Biosanitaria Ibs.Granada Granada Spain Institut Català d'Oncologia (ICO) IDIBELL Unit of Biomarkers and Susceptibility (UBS) Oncology Data Analytics Program (ODAP) Catalan Institute of Oncology (ICO) L′Hospitalet del Llobregat Barcelona Spain Institut Català d'Oncologia (ICO) IDIBELL ONCOBELL Program Bellvitge Biomedical Research Institute (IDIBELL) L′Hospitalet de Llobregat Barcelona Spain Molecular Epidemiology of Cancer Group UCD Conway Institute School of Biomolecular and Biomedical Science University College Dublin Dublin Ireland Cancer Mechanisms and Biomarkers Research Group School of Life Sciences University of Westminster London United Kingdom Chair of Medical Biochemistry Medical College Jagiellonian University Krakow Poland General Surgery Unit Department of Translational Research and New Technologies in Medicine and Surgery University of Pisa Italy
Pancreatic cancer (PC), particularly pancreatic ductal adenocarcinoma (PDAC), is a significant global health issue with high mortality rates. PDAC, though only 3 % of cancer diagnoses, causes 7 % of cancer deaths due ... 详细信息
来源: 评论