Radiological abnormalities persist following COVID-19 and correlate with impaired health-related quality of life: a prospective cohort study of hospitalised patients by Rhian M Touyz, Ninian N Lang, Kevin G Blyth, Naveed Sattar, Patrick B Mark, Stefan Siebert, Colin Berry, Iain McInnes, Giles Roditi, Neil Basu, David Corcoran, Kenneth Mangion, Alex McConnachie, David Carrick, Jaclyn Carberry, Stuart Watkins, Paul Welsh, Sabrina Nordin, Katherine Scott, Christian Delles, Bernard Kelly, Fraser Goldie, John GF Cleland, Sharon Kean, Peter Kellman, David J Lowe, Andrew J Morrow, Antonia Ho, Rosemary Woodward, Tracey Hopkins, Ryan Wereski, Massimo Palmarini, Alasdair McIntosh, Campbell Rogers, Ammani Brown, Catherine Bagot, Kathryn Scott, Robert Sykes, Colin Church, Claire Rooney, Nicola Ryan, Clare Orange, Dirk Husmeier, Xiaoyu Luo, PETER W MACFARLANE, Heerajnarain Bulluck, Iain Findlay, Evonne McLennan, Michael Briscoe, Oliver Peck, Alastair J Rankin, Gruschen Veldtman, Varun Sharma, Kathryn McLaren, Elaine Butler, Sarah Mullen, Andrew Morrow, Patrick Mark, Daniel Doherty, Alexander Payne, Jennifer S Lees, Kaitlin J Mayne, Louise Inglis, Anna Kamdar, Hannah Bayes, Vivienne B Gibson, Lynsey Gillespie, Douglas Grieve, Pauline Hall Barrientos, Christopher McGinley, Connor Mckee, Sarah Allwood-Spiers, Sarah Weeden, Laura Knox, Lynn Abel, David Stobo, Andrew Dougherty, Liam Peng, David Barrie Stobo, Sylvia Wright, Stephen Dobbin, Keith Gillis, Sarah A Spiers, Ian Fergus, Kirsty Fallon, Lesley Gilmour, Chloe Cowan, Jurgen Van-Melckebeke, Kim Moran-Jones, Debra Stuart, Maureen Travers, Laura Dymock, Fiona Savage, Nicola Tynan, Sau Lee Chang, Mhairi Dupre, Lindsey Norton, George Bruce, Rosario Gonzalez-Lopez, Rebecca Stace, Dionne Russell, Jean Watt, Shahid Latif, Nick Hill, Amy Collinsworth, Ross McGeoch Vera Lennie, Robin P Weir

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Contrast quality control for segmentation task based on deep learning models—Application to stroke lesion in CT imaging by Juliette Moreau, Juliette Moreau, Laura Mechtouff, Laura Mechtouff, David Rousseau, Omer Faruk Eker, Omer Faruk Eker, Yves Berthezene, Yves Berthezene, Tae-Hee Cho, Tae-Hee Cho, Carole Frindel, Carole Frindel

“…Despite advances in acquisition technologies and segmentation architectures, one of the main challenges of subacute stroke lesion segmentation in computed tomography (CT) imaging is image contrast.MethodsTo address this issue, we propose a method to assess the contrast quality of an image dataset with a ML trained model for segmentation. …”
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Identification and Analysis of Key Immune- and Inflammation-Related Genes in Idiopathic Pulmonary Fibrosis by Tan Y, Qian B, Ma Q, Xiang K, Wang S

“…This study aims to identify key genes associated with immune response and inflammation in IPF using bioinformatics.Methods: We identified differentially expressed genes (DEGs) in the GSE93606 dataset and GSE28042 dataset, then obtained differentially expressed immune- and inflammation-related genes (DE-IFRGs) by overlapping DEGs. …”
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Predictive value of enhanced CT and pathological indicators in lymph node metastasis in patients with gastric cancer based on GEE model by Ling Yang, Yingying Ding, Dafu Zhang, Guangjun Yang, Xingxiang Dong, Zhiping Zhang, Caixia Zhang, Wenjie Zhang, Youguo Dai, Zhenhui Li

“…The area under the curve and accuracy of the model, with 95% confidence intervals, were 0.944 (0.890–0.998) and 0.897 (0.813–0.952), respectively, in the training dataset and 0.836 (0.751–0.921) and 0.798 (0.699–0.876), respectively, in the validation dataset. …”
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Efficacy of an artificial intelligence preoperative planning system for assisting in revision surgery after artificial total hip arthroplasty by Jiaqing Zhu, Shanbin Zheng, Jiahao Sun, Bowen Ma, Chiyu Zhang, Chao Zhang, Jirong Shen, Tianwei Xia

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Analisis Sentimen Berbahasa Inggris Dengan Metode Lstm Studi Kasus Berita Online Pariwisata Bali by Ngakan Made Krisna Sedana, I Nyoman Saputra Wahyu Wijaya, I Ketut Resika Arthana

“…Analisis sentimen dilakukan menggunakan model machine learning LSTM (Long-Term Memory), dengan data berita yang telah diberi label sentimen oleh pakar sesuai dengan isi berita. Pembagian dataset optimal adalah 90% untuk data pelatihan dan 10% untuk data pengujian. …”
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A deep learning approach for automatic 3D segmentation of hip cartilage and labrum from direct hip MR arthrography by Malin Kristin Meier, Ramon Andreas Helfenstein, Adam Boschung, Andreas Nanavati, Adrian Ruckli, Till D. Lerch, Nicolas Gerber, Bernd Jung, Onur Afacan, Moritz Tannast, Klaus A. Siebenrock, Simon D Steppacher, Florian Schmaranzer

“…In addition, model performance was tested on an external dataset (40 patients) with a 3D T2-weighted sequence from a different institution. …”
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Penerapan Algoritma Fuzzy Mamdani untuk Memberikan Saran yang Optimal dalam Pengambilan Keputusan pada Permainan KArtu Monster by Muhammad Rizky Perdana, Andika Sundawaijaya, Ahlijati Nuraminah

“…From these results, recommendations for further research include adding cards to the dataset such as several different card types and adding or using different methods and analysis of adding input to fuzzy variables to increase system accuracy in choosing more optimal card suggestions. …”
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Peningkatan Performa Ensemble Learning pada Segmentasi Semantik Gambar dengan Teknik Oversampling untuk Class Imbalance by Arie Nugroho, M. Arief Soeleman, Ricardus Anggi Pramunendar, Affandy Affandy, Aris Nurhindarto

“…Metode ensemble learning yang digunakan adalah Random Forest dan Light Gradien Boosting Machine (LGBM). Dengan menggunakan dataset Penn-Fudan Database for Pedestrian yang mengandung imbalanced class. …”
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Integrative bioinformatic approach reveals novel melatonin-related biomarkers for Alzheimer’s disease by Hua-xiong Zhang, Dilmurat Hamit, Qing Li, Xiao Hu, San-feng Li, Fu Xu, Ming-yuan Wang, Guo-qing Bao, Hong-yan Li

“…Methods: First, the key cells in the single-cell dataset GSE138852 were screened out based on the proportion of annotated cells and Fisher’s test between the AD and control groups. …”
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Family history of cardiovascular disease and death in patients with out-of-hospital cardiac arrest by Magnus Gylling, Johanna Krøll, Peder Emil Warming, Carolina Malta Hansen, Fredrik Folke, Steen M. Hansen, Lars Køber, Christian Torp-Pedersen, Rodrigue Garcia, Jacob Tfelt-Hansen, Peter E. Weeke

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Verification of color characteristics of document images captured in uncontrolled conditions by I.A. Kunina, O.A. Padas, O.A. Kolomyttseva

“…The algorithm was tested on images from the open dataset DLC-2021, which contains color images of synthesized identity documents and color images of their gray copies. …”
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Mapping the knowledge domain of multimodal translation: a bibliometric analysis by Gaopan Guo

“…Meanwhile, the five top co-cited researchers and their works stand out from the dataset analyzed with three indicators: citation frequency, betweenness centrality, and citation burstness. …”
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Optimization of VGG-16 Accuracy for Fingerprint Pattern Imager Classification by Agus Andreansyah, Julian Supardi

“…However, its quality can decline due to external factors such as uneven surfaces, weather conditions, or distortion. The dataset used in this study is FVC2000. Convolutional Neural Networks (CNN) were applied for fingerprint image enhancement and classification, focusing on patterns such as whorl, arch, radial loop, ulnar loop, and twinted loop. …”
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Perturbatively exact supersymmetric partition functions of ABJM theory on Seifert manifolds and holography by Junho Hong

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Processing of Red Ginger Powder Drink to Improve the Immune System During the Covid-19 Pandemic by Hasni Yaturramadhan, Anwar Syahdat

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Asymmetric-bifurcation snapping, all-or-none motion of Venus flytrap by Xiangli Zeng, Yingzhe Wang, Keisuke Morishima

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Material Pacification: How a Conflict Over Paving Uganda’s Tourism Road Got Accidentally Resolved by Christine, Ampumuza, Martijn, Duineveld, René, van der Duim

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An Integrated Approach for Conducting long-term PM2.5 Exposure and Health Impact Assessments for Residents of a City-scale by Ming-Shing Ho, Ming-Yeng Lin, Chih-Da Wu, Jung-Der Wang, Li-Hao Young, Hui-Tsung Hsu, Bing-Fang Hwang, Perng-Jy Tsai

“…A 1-year dataset was simultaneously collected from an established MMS for characterizing the spatiotemporal heterogeneity of the ground level (MMS1yr). …”
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Clinical and microbiological analysis of risk factors for breakthrough bloodstream infection during Tigecycline Therapy by Sol Jin, So Yun Lim, Yun Woo Lee, Heungsup Sung, Mi-Na Kim, Seongman Bae, Jiwon Jung, Min Jae Kim, Sung-Han Kim, Sang-Oh Lee, Sang-Ho Choi, Yang Soo Kim, Eun Hee Song, Yong Pil Chong

“…Intraabdominal (33.9%), catheter-related (30.4%), and hepatobiliary (19.1%) infections were the main sources of breakthrough BSI. …”
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