Convolutional neural networks for sea surface data assimilation in operational ocean models: test case in the Gulf of Mexico by O. Zavala-Romero, O. Zavala-Romero, A. Bozec, E. P. Chassignet, J. R. Miranda, J. R. Miranda

“…The CNNs are trained to correct model errors from a 2-year, high-resolution (<span class="inline-formula"><math xmlns="http://www.w3.org/1998/Math/MathML" id="M1" display="inline" overflow="scroll" dspmath="mathml"><mrow><mn mathvariant="normal">1</mn><mo>/</mo><mn mathvariant="normal">25</mn><mi mathvariant="italic">°</mi></mrow></math><span><svg:svg xmlns:svg="http://www.w3.org/2000/svg" width="31pt" height="14pt" class="svg-formula" dspmath="mathimg" md5hash="0fa693bbf5c78df25ed18818c53372c4"><svg:image xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="os-21-113-2025-ie00001.svg" width="31pt" height="14pt" src="os-21-113-2025-ie00001.png"/></svg:svg></span></span>) HYCOM dataset, assimilated using the Tendral Statistical Interpolation System (T-SIS). …”
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Last-millennium volcanic forcing and climate response using SO₂ emissions by L. R. Marshall, L. R. Marshall, L. R. Marshall, A. Schmidt, A. Schmidt, A. Schmidt, A. P. Schurer, N. L. Abraham, N. L. Abraham, L. J. Lücke, R. Wilson, K. J. Anchukaitis, G. C. Hegerl, B. Johnson, B. L. Otto-Bliesner, E. C. Brady, M. Khodri, K. Yoshida

“…In UKESM1, we find that the simulated volcanic forcing differs considerably from the PMIP4 dataset used in models without interactive aerosol schemes, with marked differences in the hemispheric spread of the aerosol, resulting in lower forcing in the NH when <span class="inline-formula">SO₂</span> emissions are used. …”
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Sistem Rekognisi Citra Digital Bahasa Isyarat Menggunakan Convolutional Neural Network dan Spatial Transformer by Mohammad Alfiano Rizky Mahardika, Novanto Yudistira, Achmad Ridok

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Altered AKT1 and MAPK1 Gene Expression on Peripheral Blood Mononuclear Cells and Correlation with T-Helper-Transcription Factors in Systemic Lupus Erythematosus Patients by Sonia Garcia-Rodriguez, Jose-Luis Callejas-Rubio, Norberto Ortego-Centeno, Esther Zumaquero, Raquel Ríos-Fernandez, Salvador Arias-Santiago, Pilar Navarro, Jaime Sancho, Mercedes Zubiaur

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NEK4: prediction of available drug targets and common genetic linkages in bipolar disorder and major depressive disorder by Bin Gong, Chenxu Xiao, Yu Feng, Yu Feng, Jing Shen

“…This dataset included both type 1 and type 2 BD cases diagnosed based on DSM-IV, ICD-9, or ICD-10 criteria through standardized assessments. …”
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Medium- to long-term health condition of patients post-COVID-19, exercise intolerance and potential mechanisms: A narrative review and perspective by Fabian Schwendinger, Denis Infanger, Debbie J Maurer, Thomas Radtke, Justin Carrard, Julia M Kröpfl, Aglaia Emmenegger, Henner Hanssen, Christoph Hauser, Udo Schwehr, Hans H Hirsch, Julijana Ivanisevic, Karoline Leuzinger, Aurélien E Martinez, Marc Maurer, Thomas Sigrist, Lukas Streese, Roland von Känel, Timo Hinrichs, Arno Schmidt-Trucksäss

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Impact of witnessing abuse of their mother and childhood trauma on men's perpetration of intimate partner violence in the cross-sectional UN multi-country study on men and violence... by Rachel Jewkes, Ruchira Tabassum Naved, Naeema Abrahams, Nwabisa Shai, Leane Ramsoomar, Bianca Dekel, Andrew Gibbs, Jani Nöthling, Samantha Willan, Esnat Chirwa

“…Using the UN Multi-country Study on Men and Violence in Asia and the Pacific dataset, we describe the pathways through which they influence adult IPV perpetration. …”
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Delta radiomics modeling based on CTP for predicting hemorrhagic transformation after intravenous thrombolysis in acute cerebral infarction: an 8-year retrospective pilot study by Xiaxia Wu, Xiaxia Wu, Jinfang Yang, Jinfang Yang, Xianqun Ji, Yingjian Ye, Ping Song, Lina Song, Peng An, Peng An

“…Based on post-thrombolysis cranial CT or MRI results, patients were divided into the HT-ACI group (114 cases) and the non-HT-ACI group (305 cases). The dataset was split into a training set and a test set in a 7:3 ratio based on time nodes. …”
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Mediator kinase inhibition suppresses hyperactive interferon signaling in Down syndrome by Kira A Cozzolino, Lynn Sanford, Samuel Hunter, Kayla Molison, Benjamin Erickson, Meaghan CS Courvan, Taylor Jones, Deepa Ajit, Matthew D Galbraith, Joaquín M Espinosa, David Bentley, Mary Ann Allen, Robin D Dowell, Dylan J Taatjes

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Haplotype Analysis of Candidate Genes Involved in Inflammation and Oxidative Stress and the Susceptibility to Preeclampsia by Aiping Chen, Huifang Zhao, Jingli Wang, Ru Zhang, Jingjing Liu, Xin Zhao, Congying Li, Xuewen Jia, Xueying Li, Yan Lin, Mingzhen Guo, Sai Li, Chao Liu, Yuan Li, Shiguo Liu

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Health economic evaluation of different colorectal cancer screening strategies in Hubei province: a Markov simulation analysis based on local cancer registration and domestic study... by Jie JI, Yuying WANG, Duan ZHUO, Yuhan LIU, Jiaxi PENG, Ruijingfang JIANG, Hao WU, Song LIU, Lijian ZHAO, Jian WANG, Bing MAO, Shida ZHU, Hongbing TAO

“…Data on the probabilities, screening costs, and medical costs required for the colorectal cancer natural history model were extracted from the Hubei Provincial Cancer Registration (2020)/Mortality Surveillance (2013 – 2017) dataset and the literature review and entered into the model. …”
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Optimal timing of organs-at-risk-sparing adaptive radiation therapy for head-and-neck cancer under re-planning resource constraints by Fatemeh Nosrat, Cem Dede, Lucas B. McCullum, Raul Garcia, Abdallah S.R. Mohamed, Jacob G. Scott, James E. Bates, Brigid A. McDonald, Kareem A. Wahid, Mohamed A. Naser, Renjie He, Aysenur Karagoz, Amy C. Moreno, Lisanne V. van Dijk, Kristy K. Brock, Jolien Heukelom, Seyedmohammadhossein Hosseinian, Mehdi Hemmati, Andrew J. Schaefer, Clifton D. Fuller

“…The MDP parameters were derived from a dataset comprising 52 HNC patients treated between 2007 and 2013. …”
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Sorafenib as Adjuvant Therapy Post–Liver Transplant: A Single-center Experience by Hala Hassanain, MD, Ashton A. Connor, MD, PhD, Elizabeth W. Brombosz, PhD, Khush Patel, MD, MS, Ahmed Elaileh, MD, Tamneet Basra, MD, Sudha Kodali, MD, MSPH, David W. Victor, III, MD, Caroline J. Simon, MD, Yee Lee Cheah, MD, Mark J. Hobeika, MD, Constance M. Mobley, MD, PhD, Ashish Saharia, MD, Sadhna Dhingra, MD, Mary Schwartz, MD, Anaum Maqsood, MD, Kirk Heyne, MD, Ahmed O. Kaseb, MD, Jean-Nicolas Vauthey, MD, A. Osama Gaber, MD, Maen Abdelrahim, MD, PhD, R. Mark Ghobrial, MD, PhD

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Advancing poliovirus eradication: lessons learned from piloting direct molecular detection of polioviruses in high-risk and priority geographies by Paula L. Marcet, Brandon Short, Ashley Deas, Hong Sun, Chelsea Harrington, Shahzad Shaukat, Muhammad Masroor Alam, Marycelin Baba, Adedayo Faneye, Prossy Namuwulya, Lea Necitas Apostol, Tamer Elshaarawy, John Kofi Odoom, Peter Borus, Shelina Moonsamy, Yogolelo Riziki, Marie Claire Endegue Zanga, Mesfin Tefera, Anfumbom K. W. Kfutwah, Salmaan Sharif, Varja Grabovac, Cara C. Burns, Nancy Gerloff

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Distinct immune cell infiltration patterns in pancreatic ductal adenocarcinoma (PDAC) exhibit divergent immune cell selection and immunosuppressive mechanisms by Shivan Sivakumar, Ashwin Jainarayanan, Edward Arbe-Barnes, Piyush Kumar Sharma, Maire Ni Leathlobhair, Sakina Amin, David J. Reiss, Lara Heij, Samarth Hegde, Assaf Magen, Felicia Tucci, Bo Sun, Shihong Wu, Nithishwer Mouroug Anand, Hubert Slawinski, Santiago Revale, Isar Nassiri, Jonathon Webber, Gerard D. Hoeltzel, Adam E. Frampton, Georg Wiltberger, Ulf Neumann, Philip Charlton, Laura Spiers, Tim Elliott, Maria Wang, Suzana Couto, Thomas Lila, Pallavur V. Sivakumar, Alexander V. Ratushny, Mark R. Middleton, Dimitra Peppa, Benjamin Fairfax, Miriam Merad, Michael L. Dustin, Enas Abu-Shah, Rachael Bashford-Rogers

“…A comprehensive analysis of single-cell multi-omic data from matched tumour-infiltrated CD45+ cells and peripheral blood in 12 patients, and two published datasets, reveals a complex immune infiltrate. Patients have either a myeloid-enriched or adaptive-enriched tumour microenvironment. …”
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Ultrasound May Suppress Tumor Growth, Inhibit Inflammation, and Establish Tolerogenesis by Remodeling Innatome via Pathways of ROS, Immune Checkpoints, Cytokines, and Trained Immun... by Qian Yang, Ruijing Zhang, Peng Tang, Yu Sun, Candice Johnson, Jason Saredy, Susu Wu, Jiwei Wang, Yifan Lu, Fatma Saaoud, Ying Shao, Charles Drummer, Keman Xu, Daohai Yu, Rongshan Li, Shuping Ge, Xiaohua Jiang, Hong Wang, Xiaofeng Yang

“…Methods. We used microarray datasets from the NCBI GEO DataSet repository and conducted comprehensive data-mining analyses, where we examined the gene expression of 1376 innate immune regulators (innatome genes (IGs) in cells treated with LIUS. …”
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Multiresidue Pesticides Analysis of Vegetables in Vietnam by Ultrahigh-Performance Liquid Chromatography in Combination with High-Resolution Mass Spectrometry (UPLC-Orbitrap MS) by Nam Vu-Duc, Trung Nguyen-Quang, Thuy Le-Minh, Xuyen Nguyen-Thi, Tri Manh Tran, Hai Anh Vu, Lan-Anh Nguyen, Tien Doan-Duy, Bui Van Hoi, Cam-Tu Vu, Dung Le-Van, Lan-Anh Phung-Thi, Hong-An Vu-Thi, Dinh Binh Chu

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Dream Recall Frequencies and Dream Content in Wilson’s Disease with and without REM Sleep Behaviour Disorder: A Neurooneirologic Study by Gotthard G. Tribl, Mateus C. Trindade, Michael Schredl, Joana Pires, Iris Reinhard, Thais Bittencourt, Geraldo Lorenzi-Filho, Rosana Cardoso Alves, Daniel Ciampi de Andrade, Erich T. Fonoff, Edson Bor-Seng-Shu, Alexandre A. Machado, Manoel J. Teixeira, Egberto R. Barbosa

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The Pathogenic Role of Expanded CD8⁺CD28^null Angiogenic T Cells in ANCA-Associated Vasculitis by Haomiao Shen, Jinlin Miao, Haoyang Sun, Kui Zhang, Renli Liu, Zichao Li, Leyang Zhang, Peiyan Zhang, Jiawei Wang, Bei Zhang, Longyu Chen, Zhaohui Zheng, Ping Zhu

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Clinical Characteristics of Fulminant Type 1 Diabetes Compared with Typical Type 1 Diabetes: One-Year Follow-Up Study from the Guangdong T1DM Translational Medicine Study by Daizhi Yang, Yongwen Zhou, Sihui Luo, Xueying Zheng, Ping Ling, Liling Qiu, Wen Xu, Hua Liang, Bin Yao, Jianping Weng, Jinhua Yan

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