A novel aggregated coefficient ranking based feature selection strategy for enhancing the diagnosis of breast cancer classification using machine learning by E. Sreehari, L. D. Dhinesh Babu

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Research on a Novel Unsupervised-Learning-Based Pipeline Leak Detection Method Based on Temporal Kolmogorov–Arnold Network with Autoencoder Integration by Hengyu Wu, Zhu Jiang, Xiang Zhang, Jian Cheng

“…This method significantly enhances the interpretability and accuracy of the detection process. …”
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PneumoniaCheck, a novel aerosol collection device, permits capture of airborne Mycobacterium tuberculosis and characterisation of the cough aeromicrobiome in people with tuberculos... by Tinaye L. Chiyaka, Georgina R. Nyawo, Charissa C. Naidoo, Suventha Moodley, Jose C. Clemente, Stephanus T. Malherbe, Robin M. Warren, David N. Ku, Leopoldo N. Segal, Grant Theron

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Investigation of a Novel Noninvasive Risk Analytics Algorithm With Laboratory Central Venous Oxygen Saturation Measurements in Critically Ill Pediatric Patients by Sarah A. Teele, MD, MSHPEd, Avihu Z. Gazit, MD, Craig Futterman, MD, William G. La Cava, PhD, David S. Cooper, MD, MPH, MBA, Steven M. Schwartz, MD, MS, Joshua W. Salvin, MD, MPH

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CSTN: A cross-region crop mapping method integrating self-training and contrastive domain adaptation by Shuwen Peng, Liqiang Zhang, Rongchang Xie, Ying Qu

“…Crop mapping is essential for agricultural management and food production monitoring, but challenges like limited crop labels and poor model generalization significantly hinder large-scale crop mapping. Here, we introduce a novel Contrastive Self-Training Network (CSTN), integrating a self-training strategy and contrastive domain adaptation (CDA) for cross-region crop mapping. …”
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HDN-DDI: a novel framework for predicting drug-drug interactions using hierarchical molecular graphs and enhanced dual-view representation learning by Jinchen Sun, Haoran Zheng

“…Results This study introduces a novel framework for DDI prediction termed HDN-DDI. …”
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Investigation of biometabolites and novel antimicrobial peptides derived from promising source Cordyceps militaris and effect of non-small cell lung cancer genes computationally. by Muhammad Afzal, Mai Abdel Haleem A Abusalah, Neelum Shehzadi, Muhammad Absar, Naveed Ahmed, Sarmir Khan, Yalnaz Naseem, Noshaba Mehmood, Kirnpal Kaur Banga Singh

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Case report: Deciphering the clinical significance of a novel partial BRCA1 exon 10 duplication in a patient with triple-negative breast cancer by Alice Faversani, Debora Manuelli, Davide Barteselli, Giulia Melloni, Carlo Santaniello, Luigi Corsaro, Luigi Corsaro, Davide Sacco, Davide Sacco, Davide Clerici, Laura Gargiulo, Fulvio Ferrara, Lucy Costantino

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Enhancing Thyroid Nodule Detection in Ultrasound Images: A Novel YOLOv8 Architecture with a C2fA Module and Optimized Loss Functions by Shidan Wang, Zi-An Zhao, Yuze Chen, Ye-Jiao Mao, James Chung-Wai Cheung

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Development and validation of a novel risk-predicted model for early sepsis-associated acute kidney injury in critically ill patients: a retrospective cohort study by Bo Li, Kun Zhang, Cong-Cong Zhao, Zi-Han Nan, Yan-Ling Yin, Li-Xia Liu, Zhen-Jie Hu

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Towards Transparent AI in Medicine: ECG-Based Arrhythmia Detection with Explainable Deep Learning by Oleksii Kovalchuk, Oleksandr Barmak, Pavlo Radiuk, Liliana Klymenko, Iurii Krak

“…To address this issue, we introduce a novel approach for arrhythmia detection based on electrocardiogram (ECG) that incorporates explainable artificial intelligence through three key methods. …”
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Novel type 2 diabetes prediction score based on traditional risk factors and circulating metabolites: model derivation and validation in two large cohort studiesResearch in context by Ruijie Xie, Christian Herder, Sha Sha, Lei Peng, Hermann Brenner, Ben Schöttker

“…A concise model with 4 instead of 11 metabolites yielded similar results. Interpretation: Adding 11 metabolites to the clinical CDRS led to a novel type 2 diabetes prediction model, we called UK Biobank Diabetes Risk Score (UKB-DRS), substantially outperformed the clinical CDRS. …”
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A novel ddPCR™ assay for eDNA detection and quantification of Greater Amberjack Seriola dumerilli and three congeners in US waters: challenges and application to fisheries independ... by P. Joana Dias, Ryan Lehman, Bryan L. Huerta-Beltrán, Ana Wheeler, Crystal L. Hightower, Jessica Heise, Theodore Switzer, Clint Rhode, J. Marcus Drymon, Lynne Stokes, Mark A. Albins, Sean Powers, Nicole Phillips

“…Key to progressing the field is Droplet Digital™ PCR (ddPCR™), a highly sensitive technique with advanced multiplexing and direct quantification capabilities that can provide fisheries scientists with improved interpretation of eDNA data. Methods We developed and validated a novel tetraplex ddPCR™ assay able to detect and distinguish between S. dumerili, S. fasciata, S. rivoliana, and S. zonata from seawater eDNA samples. …”
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3D Seismic Attribute Conditioning Using Multiscale Sheet-Enhancing Filtering by Taiyin Zhao, Yuehua Yue, Tian Chen, Feng Qian

“…This method is specifically designed to extract and magnify sheet-like structures from noisy coherence images, with a novel enhancement function distinct from those traditionally used in vascular enhancement. …”
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Chichimene field T2 sand: a successful application of cycles in a water injection project on heavy crude oil, enabled by a novel smart selective completion system adapted for water... by Pedro Luis Solorzano, Carlos Emilio Giosa, Carol Stephanny Rojas, Mónica Andrea Satizabal, Amelia Jhoanna Araque, Luisa Fernanda Falla, Walter Enrique Sanchez, Luis Oswaldo Castañeda, Mónica Alexandra Martínez, Diana Patricia Ahmedt

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Medical (Mal)Practice and the Illusion of Progress in Edward Berdoe’s St Bernard’s: The Romance of a Medical Student and Leonard Graham’s The Professor’s Wife: A Genealogical Analy... by Adrian Tait

“…This was the doctrine of medical or therapeutic nihilism. As these novels suggest, however, such a strictly rational interpretation of the healing art legitimated the exploitation of patients as experimental material, particularly those patients who were societally disempowered because poor or needy. …”
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Le Græculus et la Chananéenne : Salammbô, le roman des traductions by Agnès Bouvier

“…The other translating character in the novel, the heroine herself, practices translation like the art of seduction, until Flaubert, in a writing act that genetic analysis of the drafts can trace, casts on this novel and on its character Babel’s curse, more severe than Tanit’s. …”
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Tata kelola pemerintahan dinamis pada implementasi kebijakan inovasi pelayanan by Ira Patriani

“…This study investigates, describes, and analyses the Pontianak City Population and Civil Registration Office's dynamic governance implementation of novel population administration service policies. …”
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TITO DORČIĆ AS A FORERUNNER OF THE IRONIC MODE by Dean Slavić

“…He is utterly unsuccessful in his career as well as in his family life. 20th-century interpreters found the cause of Tito’s state, or the source for such a character, in Darwinist theories supposedly praised by the novel’s author; a more recent critic emphasises the psychoanalytic motifs. …”
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