Aerial Biological Target Classification Based on Time–Frequency Multi-Scale Feature Fusion Network by Lianjun Wang, Rui Wang, Weidong Li, Jiangtao Wang, Yujia Yan, Cheng Hu

“…The algorithm proposed in this paper achieved a classification accuracy of 94.0% for insect and bird targets.…”
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Diagnostic value of lung ultrasound B-lines for evaluating left ventricular filling pressure by Takahiro Sakamoto, Toshihiko Asanuma, Hiroyuki Sasaki, Hiroshi Kawahara, Kazuhiko Uchida, Akihiro Endo, Hiroyuki Yoshitomi, Kazuaki Tanabe

“…Results Among patients for whom the ASE/EACVI guideline algorithm for LV diastolic dysfunction was available (n = 89), the number of B-lines typically increased with the severity of diastolic dysfunction grade. …”
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Design of a Non-Destructive Seed Counting Instrument for Rapeseed Pods Based on Transmission Imaging by Shengyong Xu, Rongsheng Xu, Pan Ma, Zhenhao Huang, Shaodong Wang, Zhe Yang, Qingxi Liao

“…After enhancing the contrast, the Sauvola algorithm was employed for threshold segmentation to remove the pod skin, followed by thinning and dilation of the binary image to extract and remove the central ridge lines, detecting the number and area of connected domains. …”
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Application of radiomics-based prediction model to predict preoperative lymph node metastasis in prostate cancer: a systematic review and meta-analysis by Yanghuang Zheng, Yuelin Du, Biao Zhang, Helin Zhang, Panfeng Shang, Zizhen Hou

“…No threshold effect was detected. The subgroup analysis showed that the least absolute shrinkage and selection operator regression algorithm had the higher diagnostic sensitivity, with a pooled sensitivity of 0.96 (95% CI [0.90 - 1.00]) (p = 0.02), while the random forest algorithm was the opposite, with a pooled sensitivity of 0.48 (95% CI [0.16 - 0.80]) (p = 0.01). …”
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Multiplex Real-Time PCR Assay Using TaqMan Probes for the Identification of Trypanosoma cruzi DTUs in Biological and Clinical Samples. by Carolina I Cura, Tomas Duffy, Raúl H Lucero, Margarita Bisio, Julie Péneau, Matilde Jimenez-Coello, Eva Calabuig, María J Gimenez, Edward Valencia Ayala, Sonia A Kjos, José Santalla, Susan M Mahaney, Nelly M Cayo, Claudia Nagel, Laura Barcán, Edith S Málaga Machaca, Karla Y Acosta Viana, Laurent Brutus, Susana B Ocampo, Christine Aznar, Cesar A Cuba Cuba, Ricardo E Gürtler, Janine M Ramsey, Isabela Ribeiro, John L VandeBerg, Zaida E Yadon, Antonio Osuna, Alejandro G Schijman

“…The first round SL-IR MTq-PCR detected 1 fg DNA/reaction tube of TcI, TcII and TcIII and 1 pg DNA/reaction tube of TcIV, TcV and TcVI reference strains. …”
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Defining Seropositivity Thresholds for Use in Trachoma Elimination Studies. by Stephanie J Migchelsen, Diana L Martin, Khamphoua Southisombath, Patrick Turyaguma, Anne Heggen, Peter Paul Rubangakene, Hassan Joof, Pateh Makalo, Gretchen Cooley, Sarah Gwyn, Anthony W Solomon, Martin J Holland, Paul Courtright, Rebecca Willis, Neal D E Alexander, David C W Mabey, Chrissy H Roberts

“…The expectation-maximisation algorithm estimated seroprevalence at 10.4% (Laos), 24.3% (Uganda) and 29.3% (The Gambia). …”
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Artificial intelligence applications in the management of musculoskeletal disorders of the shoulder: A systematic review by Umile Giuseppe Longo, Martina Marino, Guido Nicodemi, Matteo Giuseppe Pisani, Jacob F. Oeding, Christophe Ley, Rocco Papalia, Kristian Samuelsson

“…Seven studies analysed the detection of rotator cuff tears (RCTs) in magnetic resonance imaging and found area under the curve (AUC) values ranged from 0.812 to 0.94 for the detection of RCTs. …”
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A Rapid Identification Method for Cottonseed Varieties Based on Near-Infrared Spectral and Generative Adversarial Networks by Qingxu Li, Hao Li, Renhao Liu, Xiaofeng Dong, Hongzhou Zhang, Wanhuai Zhou

“…We then applied Standard Normal Variate (SNV), Multiplicative Scatter Correction (MSC), and Normalization algorithms to preprocess the combined dataset of generated and real cottonseed NIR data. …”
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Diagnosis of dysphagia in the practice of a family doctor (clinical cases). by О. A. Rosytska, A. V. Chernilovski

“…The article presents diagnostic algorithms for the actions of the ge­neral practitioner-family doctor in the detection of dysphagia and clinical cases of this syndrome of different etiology.…”
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Analisis Kinerja Model Deteksi Objek Yolo, Ssd, dan Faster R-Cnn pada Citra Penglihatan Malam untuk Pengenalan Tindak Kejahatan by Hendriyawan Achmad, Arif Pramudwiatmoko, Muhammad Satrio Gumilang, Bahrul Al Karim, Hadi Wiyono

“…The prospective implementation of klitih detection technology holds the potential to make a constructive impact in fostering a safer and more secure environment for the entire community. …”
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Measurement report: Wintertime aerosol characterization at an urban traffic site in Helsinki, Finland by K. Teinilä, S. Saarikoski, H. Lintusaari, T. Lepistö, P. Marjanen, M. Aurela, H. Hellén, T. Tykkä, M. Lampimäki, J. Lampilahti, L. Barreira, T. Mäkelä, L. Kangas, J. Hatakka, S. Harni, J. Kuula, J. V. Niemi, H. Portin, J. Yli-Ojanperä, J. Yli-Ojanperä, V. Niemelä, M. Jäppi, K. Lehtipalo, K. Lehtipalo, J. Vanhanen, L. Pirjola, L. Pirjola, H. E. Manninen, T. Petäjä, T. Rönkkö, H. Timonen

“…Particle number concentration time series and the pollution detection algorithm were used to compare local pollution level differences between the sites.…”
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Harmonization of multi-center diffusion tensor tractography in neonates with congenital heart disease: Optimizing post-processing and application of ComBat by Benjamin Meyers, Vincent K. Lee, Lauren Dennis, Julia Wallace, Vanessa Schmithorst, Jodie K. Votava-Smith, Vidya Rajagopalan, Elizabeth Herrup, Tracy Baust, Nhu N. Tran, Jill V. Hunter, Daniel J. Licht, J. William Gaynor, Dean B. Andropoulos, Ashok Panigrahy, Rafael Ceschin

“…We then use an empirical Bayes harmonization algorithm performed at the along-tract level, with the output being a lower dimensional space but still spatially informative. …”
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Resistome of carbapenem- and colistin-resistant Klebsiella pneumoniae clinical isolates. by Sara Lomonaco, Matthew A Crawford, Christine Lascols, Ruth E Timme, Kevin Anderson, David R Hodge, Debra J Fisher, Segaran P Pillai, Stephen A Morse, Erum Khan, Molly A Hughes, Marc W Allard, Shashi K Sharma

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Multi-institutional TSA-amplified Multiplexed Immunofluorescence Reproducibility Evaluation (MITRE) Study by Bernard A Fox, Chichung Wang, Kristin Roman, Carla Coltharp, Carmen Ballesteros-Merino, Shawn M Jensen, Janis M Taube, David L Rimm, Cliff Hoyt, Mei Jiang, Edwin R Parra, Ignacio Wistuba, Elizabeth L Engle, John McGuire, Bethany Remeniuk, Darren Locke

“…Serial sections from tonsil and breast carcinoma and non-small cell lung cancer (NSCLC) tissue microarrays (TMAs), TSA-Opal fluorescent detection reagents, and antibodies were distributed to the six sites equipped with a Leica Bond Rx autostainer and a Vectra Polaris multispectral imaging platform. …”
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Assessment of the clinical efficacy of the heart spectrum blood pressure monitor for diagnosis of atrial fibrillation: An unblinded clinical trial. by Wei-Fong Kao, Sen-Kuang Hou, Chun-Yao Huang, Chun-Chieh Chao, Chung-Chih Cheng, Yi-Jung Chen

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Exploring the gut microbiota associated with peripheral nerve invasion in colorectal cancer patients and constructing predictive models by Chuanbin Chen, Qingmin Chen, Shenghai Liu, Guoxi Li, Jiawei Zhao, Jingting Huang, Tianyi Ye, Xinting Yang, Zigui Huang, Zhen Wang, Fuhai He, Mingjian Qin, Chenyan Long, Binzhe Tang, Yongqi Huang, Weizhong Tang, Jungang Liu, Xiaoliang Huang

“…We applied a cell sorting algorithm to convert the transcriptome sequencing data obtained from 8 colorectal cancer patients into a matrix representing immune cell abundance. …”
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Cancer risk in HIV patients with incomplete viral suppression after initiation of antiretroviral therapy. by Jennifer S Lee, Stephen R Cole, Chad J Achenbach, Dirk P Dittmer, David B Richardson, William C Miller, Christopher Mathews, Keri N Althoff, Richard D Moore, Joseph J Eron, Center for AIDS Research (CFAR) Network of Integrated Clinical Systems (CNICS)

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Cluster randomised controlled trial of screening for atrial fibrillation in people aged 70 years and over to reduce stroke: protocol for the pilot study for the SAFER trial by Martin R Cowie, Stephen Morris, Gregory Lip, Richard J McManus, Stephen Sutton, Jonathan Mant, Simon J Griffin, Sarah Hoare, Jenni Burt, Rachel Johnson, Mark Lown, Alison Powell, Natalie Armstrong, FD Richard Hobbs, Trudie Lobban, Rakesh Narendra Modi, Ben Freedman, David A Fitzmaurice, Stephen Kaptoge, Jenny Lund, Duncan Edwards, Kate Williams, H Thom, Francesco Fusco, Michael J Sweeting, Andrew Dymond, The SAFER Authorship Group

“…Cardiologists remotely confirm episodes of AF identified by the device algorithm, and general practitioners follow-up with anticoagulation as appropriate. …”
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Ultrasensitive bionic photonic-electronic skin with wide red-shift mechanochromic response by Tianqi Wang, Lei Chen, Haogeng Liu, Haoran Zhu, Zijie Zeng, Yixin Lu, Ping Zhang, Yaofei Chen, Yue Huang, Gui-Shi Liu, Yunhan Luo, Zhe Chen

“…These advantages have been confirmed in the detection of full-range human motions, such as speech recognition, using a deep neural network algorithm. …”
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Application of Multimodal AI to Aid Scene Perception for the Visually Impaired by Piotr Skulimowski

“…AI algorithms enable scene type detection, lighting condition assessment, and determination of whether a scene can be used to obtain parameters necessary for system initialization, such as the orientation of imaging sensors relative to the ground. …”
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