HoloMoA: a holography and deep learning tool for the identification of antimicrobial mechanisms of action and the detection of novel MoA by Zohreh Sedaghat, Benoît Courbon, Héloïse Botrel, Hélène Dugua, Pawel Tulinski, Laethitia Alibaud, Lucia Pagani, Derry Mercer, Cyril Guyard, Christophe Védrine, Sophie Dixneuf

“…Secondly, we showed how our CRNN model combined with a Siamese Neural Network architecture can be used for the novelty assessment of the MoA of candidate antibiotics. We successfully evaluated our novelty detector on a test set containing three unseen molecules — two belonging to the conventional functional classes and one molecule from an additional class (Folate synthesis inhibitors, herein represented by trimethoprim-sulfamethoxazole). …”
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Synthesis, Evaluation, and Electrochemical Detection Application of Magnetic Molecularly Imprinted Polymers for 4,4′-Methylenedianiline from Food-Contact Materials by Lijing Lu, Haoyue Ning, Jipeng Guo, Chuang Guo, Liao Pan, Lixin Lu

“…Magnetic molecularly imprinted polymers (MIPs) capable of selectively recognizing and absorbing 4,4′-methylenedianiline (MDA) were successfully synthesized, using Fe3O4 coated with mesoporous silicon (Fe3O4@mSiO2) as the magnetic carrier, 4-vinyl pyridine (4-VP) as the functional monomer, ethylene glycol dimethacrylate (EGDMA) as the cross-linking agent, and MDA as the template molecule. …”
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A New Quinone Based Fluorescent Probe for High Sensitive and Selective Detection of Biothiols and Its Application in Living Cell Imaging by Yanju Liu, Manman Li, Keith Man-Chung Wong, Yan Tong, Huaixia Yang, Jinming Kong

“…In addition, the probe has been successfully applied to the detection of biothiols in Eca9706 cells by fluorescence confocal imaging technology.…”
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Sensitive and selective detection of Staphylococcus aureus via a dual-recognition colorimetric platform based on phenylboronic acid and IgY by Yun Zhang, Chunhui Huo, Xiaohong Yang, Yanjie Cui, Yiqing Hou, Qinghe Guo, Qiongzi Wang, Mingyong Wang, Yi Zhang

“…The optimized method can be performed within 120 min, with a detection limit of 9.4 × 102 CFU/mL. The proposed strategy was successfully applied to detection of S. aureus in spring water and apple juice samples. …”
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Fluorescent nanoprobe prepared from hyaluronic acid modified iron selenide nanoparticles for real-time detection of hyaluronidase as tumor marker by Chaoqun Zhang, Jie Song, Xin Shen, Qian Li, Feng Su, Suming Li

“…Analyses by FTIR, XRD, XPS, EDX, TEM, DLS, 1H NMR and TGA confirmed the successful synthesis of the nanoprobe, and fluorescence spectroscopy proved its good detection performance. …”
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Bio-nanoparticles sensor couple with smartphone digital image colorimetry and dispersive liquid–liquid microextraction for aflatoxin B1 detection by Mahsa Alikord, Nabi Shariatifar, Mammad Saraji, Hedayat Hosseini, Gholamreza Jahed Khaniki, Shahram Shoeibi, Toba Rezazadeh, Mohammad Fazeli

“…Abstract A novel nanobiosensor-based colorimetric method was developed by integrating ZnO nanoparticles functionalized with curcumin, dispersive liquid–liquid microextraction (DLLME), and smartphone digital image colorimetry for the sensitive detection of aflatoxin B1 (AFB1) in baby food samples. …”
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Heart Rate Variability-Based Stress Detection and Fall Risk Monitoring During Daily Activities: A Machine Learning Approach by Ines Belhaj Messaoud, Ornwipa Thamsuwan

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Class-consistent technology-based outlier detection for incomplete real-valued data based on rough set theory and granular computing by Li Zhaowen, He Hongxuan, Wang Pei

“…The goal of outlier detection is to pinpoint data points that exhibit notable deviations from the rest of the observed values. …”
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Rapid-Response and Highly Sensitive Boronate Derivative-Based Fluorescence Probe for Detecting H2O2 in Living Cells by Muthusamy Selvaraj, Kanagaraj Rajalakshmi, Yun-Sik Nam, Yeonhee Lee, Byoung Chan Kim, Sung Jin Pai, Sang Soo Han, Kang-Bong Lee

“…The probe was conjugated using the TPIOP functional group acting as an excellent fluorescent enhancer. …”
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Enhanced high-sensitivity multi-layer neutron detector based on LiF:ZnS(Ag) scintillator by Ilan Cohen Zada, Alon Osovizky, Itzhak Orion

“…Our experiments demonstrate a significant improvement in detection efficiency compared to the single-layer setup. …”
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Nutritional and Functional Characterization of Flour from Seeds of Chañar (<i>Geoffroea decorticans</i>) to Promote Its Sustainable Use by Marisa Ayelen Rivas, Enzo Agustin Matteucci, Ivana Fabiola Rodriguez, María Alejandra Moreno, Iris Catiana Zampini, Adriana Ramon, María Inés Isla

“…A high polyphenol and dietary fiber content was detected. Flavonoids and condensed tannins were the dominant phenolics. …”
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Secure ISAC MIMO systems: exploiting interference with Bayesian Cramér–Rao bound optimization by Nanchi Su, Fan Liu, Christos Masouros, George C. Alexandropoulos, Yifeng Xiong, Qinyu Zhang

“…Abstract In this paper, we present a signaling design for secure integrated sensing and communication (ISAC) systems comprising a dual-functional multi-input multi-output base station that simultaneously communicates with multiple users while detecting targets present in their vicinity, which are regarded as potential eavesdroppers. …”
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Tailoring the functional properties of Jir starch from pearl millet: Effects of extraction layer, fermentation time, and sudanese genotypes by Manhal Gobara Hamid, Khitma A. Sir Elkhatim, Amro B. Hassan, Mohamed A Ibraheem, Yousif M.A. Idris, Faraz Muneer, Mohammed Elsafy, Mahbubjon Rahmatov, Eva Johansson, Tilal Abdelhalim

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Effect of Robot-Assisted Therapy on Participation of People with Limited Upper Limb Functioning: A Systematic Review with GRADE Recommendations by Fernanda M. R. M. Ferreira, Maria Emília A. Chaves, Vinícius C. Oliveira, Jordana S. R. Martins, Claysson B. S. Vimieiro, Adriana M. V. N. Van Petten

“…To investigate the effect of RT on the participation of individuals with limited upper limb functioning (PROSPERO: CRD42019133880). Data Sources: PEDro, Embase, MEDLINE, CINAHL, Cochrane, AMED, and Compendex. …”
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Diversity of plasmids encoding virulence and resistance functions in Salmonella enterica subsp. enterica serovar Typhimurium monophasic variant 4,[5],12:i:- strains circulating in... by Patricia García, Katie L Hopkins, Vanesa García, Janine Beutlich, M Carmen Mendoza, John Threlfall, Dik Mevius, Reiner Helmuth, M Rosario Rodicio, Beatriz Guerra, Med-Vet-Net WP21 Project Group

“…In conclusion, three emerging European clones of S. 4,[5],12:i:- harboured MDR plasmids encoding additional virulence functions that could contribute significantly to their evolutionary success.…”
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FM‐YOLOv8:Lightweight gesture recognition algorithm by Fanghai Li, Xitai Na, Jinshuo Shi, Qingbin Sun

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Eeg-based detection of epileptic seizures in patients with disabilities using a novel attention-driven deep learning framework with SHAP interpretability by Tawfeeq Shawly, Ahmed A. Alsheikhy

“…We articulate the mathematical characteristics of feature selection driven by NAM, delineate the convergence attributes of the loss function, and present measures of explainability through Shapley Additive Explanations (SHAP). …”
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ECONOMIC ANALYSIS AND THE STANDARD FUNCTION FOR THE PRODUCTION OF TOMATO CROP IN TERMS OF FRESH BATH OF NINEVEH PROVINCE, THE AGRICULTURAL SEASON 2011 by Imad Abdul Aziz Ahmed

“…ABSTRACT Study of function productivity of tomato crop in hand, bath and fresh province of Nineveh to the season of agricultural production (2011) Rodeo random hit 25 farmers have been derived quantities best suppliers Alamloras money as they hit the amount of work the best (4) worker/ day and the amount of capital (7182.56) JD/ acres and was the ideal size of production (3351.68) kg and total production per Aledumn (2115.67) kg were selected as well as the contribution of each of the source.…”
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Highly sensitive live-cell imaging-based cytotoxicity assay enables functional validation of rare epitope-specific CTLs by Kathrin Wellach, Kathrin Wellach, Kathrin Wellach, Angelika B. Riemer, Angelika B. Riemer

“…Finally, the assay was successfully applied to functionally validate human papillomavirus (HPV)16 epitopes, by detecting epitope-specific killing of established patient-derived tumor cell lines by rare T-cell populations expanded from peripheral blood. …”
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Industrial production and functional profiling of probiotic Pediococcus acidilactici 72 N for potential use as a swine feed additive by Nay Zin Myo, Ratchnida Kamwa, Benjamas Khurajog, Pawiya Pupa, Wandee Sirichokchatchawan, David J. Hampson, Nuvee Prapasarakul

“…Conventional and statistical optimization techniques were used to screen food-grade carbon sources (glucose, dextrose, sucrose) and nitrogen sources (beef extract, yeast extract, sweet whey) to develop the optimal formulation. …”
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