Publications by authors named "Mohamed Azzouzi"

Given the ease of synthetic accessibility and the promising biological profile demonstrated by both imidazo[1,2-a]pyridine and Chalcone derivatives, a series of Chalcone-based imidazo[1,2-a]pyridine derivatives were synthesized and characterized using H NMR, C NMR, Mass Spectrometry and FTIR techniques. Density functional theory (DFT) was employed to investigate the structural and electronic properties, providing insights into potential reactive sites. The synthesized compounds were evaluated in vitro for their antiviral properties against human immunodeficiency virus type-1 (HIV-1) and human immunodeficiency virus type-2 (HIV-2) in MT-4 cells.

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A series of Imidazo[1,2-]pyridine-Schiff base derivatives were synthesized and characterized using H NMR, C NMR, Mass Spectrometry and FTIR techniques, and the structure of 4a was further confirmed through single-crystal X-ray diffraction analysis. Density Functional Theory (DFT) has been used to investigate the structural and electronic properties. The synthesized compounds were evaluated for their antiviral activity against human immunodeficiency virus type-1 (HIV-1) and human immunodeficiency virus type-2 (HIV-2) in MT-4 cells.

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Article Synopsis
  • Secure extraction of Personally Identifiable Information (PII) from Electronic Health Records (EHRs) is challenging due to privacy and security concerns, prompting a study on Federated Learning (FL) for French EHRs.
  • The study used a multilingual BERT model and involved a simulation with 20 hospitals, comparing individual models (using only local data) and federated models (collaborative global model).
  • Results showed that FL models maintain data confidentiality and achieved a competitive F1 score of 75.7%, highlighting FL's potential for improving health data analysis and privacy in EHRs.
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The imidazole nucleus represents a significant group of heterocyclic molecules with diverse significance in the modern world due to its exploration potential and various pharmacological applications. The relevance of imidazole and its derivatives has gained popularity in recent years, especially in the production of commercial drugs and the treatment of various conditions. The imidazole nucleus is present in many natural compounds and widely distributed in essential amino acids, such as l-histidine, whose derivatives exhibit powerful pharmacological properties.

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Article Synopsis
  • Electronic health records (EHRs) hold essential data for clinical research, but their sensitive nature requires effective de-identification methods to ensure privacy and adhere to regulations.
  • The study introduces an automated de-identification pipeline utilizing a distant supervised method to lower costs and simplify the adaptation of this technology to various clinical settings.
  • A French dataset was created for testing the pipeline, and a Bi-LSTM + CRF model achieved a high F1 score of 96.96%, indicating strong performance in identifying and removing personal identifiers from clinical documents.
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In this study, ()-2-phenyl--(thiophen-2-ylmethylene)imidazo[1,2-]pyrimidin-3-amine is synthesized, and detailed spectral characterizations using H NMR, C NMR, mass, and Fourier transform infrared (FT-IR) spectroscopy were performed. The optimized geometry was computed using the density functional theory method at the B3LYP/6-311++G(d,p) basis set. The theoretical FT-IR and NMR (H and C) analysis are agreed to validate the structural assignment made for .

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In the present work, a new series of imidazo[1,2-]pyrimidine Schiff base derivatives have been obtained using an easy and conventional synthetic route. The synthesized compounds were spectroscopically characterized using H, C NMR, LC-MS(ESI), and FT-IR techniques. Green metric calculations indicate adherence to several green chemistry principles.

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Pharmaceuticals, especially antibiotics, constitute an important group of aquatic contaminants given their environmental impact. Specifically, tetracycline antibiotics (TCs) are produced in great amounts for the treatment of bacterial infections in both human and veterinary medicine. Several studies have shown that, among all antibiotics, oxytetracycline hydrochloride (OTC HCl) is one of the most frequently detected TCs in soil and surface water.

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Rationale: 5-Amino-4-chloro-2-phenyl-3(2H)-pyridazone (Chloridazon) is an important systemic herbicide; its transformation by different Advanced Oxidation Processes could result in the formation of different and complex products. These products, that need to be identified, may present a more toxic effect than the parent compound.

Methods: The exact and unequivocal structural characterization of the detected by-products of Chloridazon was performed by in-depth analysis of the liquid chromatography/negative electrospray ionization tandem mass spectrometric (LC/ESI+/MS(2) ) fragmentation.

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