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A Comprehensive Survey on Federated Learning Applications in Computational Mental Healthcare

Computer Modeling in Engineering & Sciences 2025年第1期142卷 49-90页

作者： Vajratiya Vajrobol Geetika Jain Saxena Amit Pundir Sanjeev Singh Akshat Gaurav Savi bansal Razaz Waheeb Attar Mosiur Rahman brij b.Gupta Institute of Informatics and Communication University of DelhiDelhi110021India Maharaja Agrasen College University of DelhiDelhi110096India Computer Engineering Ronin InstituteMontclairNJ 07043USA Department of Research and Innovation Insights2TechinfoJaipur302001India University Centre for Research and Development(UCRD) Chandigarh UniversityChandigarh140413India Management Department College of Business AdministrationPrincess Nourah bint Abdulrahman UniversityRiyadh11671Saudi Arabia CCRI&Department of Computer Science and Information Engineering Asia UniversityTaichung413Taiwan Symbiosis Centre for Information Technology(SCIT) Symbiosis International UniversityPune411057India Center for Interdisciplinary Research University of Petroleum and Energy Studies(UPES)Dehradun248007India

Mental health is a significant issue worldwide,and the utilization of technology to assist mental health has seen a growing *** aims to alleviate the workload on healthcare professionals and aid *** applications have been developed to support the challenges in intelligent healthcare ***,because mental health data is sensitive,privacy concerns have *** learning has gotten some *** research reviews the studies on federated learning and mental health related to solving the issue of intelligent healthcare *** explores various dimensions of federated learning in mental health,such as datasets(their types and sources),applications categorized based on mental health symptoms,federated mental health frameworks,federated machine learning,federated deep learning,and the benefits of federated learning in mental health *** research conducts surveys to evaluate the current state of mental health applications,mainly focusing on the role of Federated Learning(FL)and related privacy and data security *** survey provides valuable insights into how these applications are emerging and evolving,specifically emphasizing FL’s impact.

关键词： Depression emotional recognition intelligent healthcare systems mental health federated learning stress detection sleep behaviour

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Effect of Geogenic Lead on Fungal and Collembolan Communities in Garden Topsoil

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Pedosphere 2018年第2期28卷 215-226页

作者： Sophie JOIMEL Hervé CAPIAUX Christophe SCHWARTZ Mickael HEDDE Thierry LEbEAU Cécile LE GUERN Johanne NAHMANI Céline PERNIN Sandrine SALMON Lucia SANTORUFO béatrice bECHET Jérome CORTET Université de Lorraine Laboratoire Sols et Environnement UMR 1120 Vandceuvre-lès-Nancy 54500 (France) INRA Laboratoire Sols et Environnement UMR 1120 Vandceuvre-lès-Naney 54500 (France) UMR ECOSYS INRA AgroParisTech Universitè Paris-Saclay Thiverval-Grignon 78850 (France) Plateforme d'Analyse Moléculaire biodiversitg-Environnement IUT Ggnie Biologique La Roche sur Yon 85035 (France) Institut de Recherche sur les Sciences et Techniques de la Ville (IRSTV) CNRff 2488 Ecole Centrale de Nantes 1 rue de la Noē Nantes 44321 (France) Laboratoire Plandtologie & Gdodynamique Nantes Faculté des Sciences et des Techniques 2 rue de la Houssinière Nantes 44322 (Franee) bureau de Reeherches Gdologiques et Minières (bRGM) Regional Geological Survey Direction Régionale des Pays de la Loire 1 rue des Saumonières Nantes 44000 (France) UMR CEFE 5175 Universitd de Montpellier EPHE Université Paul-Valdry Montpellier Montpellier 34199 (France) Université Lille 1 EA 4515 Laboratoire Gdnie Civil & Géo Environnement Villeneuve D'Ascq 59655 (France) Musdum National d'Histoire Naturelle CNRS UMR 7179 4 Avenue du Petit-Chateau Brunoy 91800 (France) Department of biology University of Naples Federico Ⅱ Via Cinthia Naples 80126 (Italy) French Institut of Science and Technology for Transport Development and Networks Water and Environment Laboratory Route de Bouaye Bouguenais 44344 (France)

Geogenic lead (Pb) is considered to be less bioavailable than anthropogenic Pb and exerts less effect on the soil fauna. However,Pb contamination in vegetables has been reported in the case of geogenic anomalies, even at moderate concentrations (around 170 mgkg^(-1)). In this study, we investigated collembolan communities using both taxonomic- and trait-based approaches and observed fungal communities to assess the effects of a moderate geogenic Pb anomaly on collembolans and fungi in an urban vegetable garden *** indicated that geogenic Pb indeed modified fungi communities and altered the functional structure of collembolan communities in garden soils. Although geogenic Pb presented low bioavailability, it affected soil fauna and vegetables similar to anthropogenic Pb.

关键词： functional diversity functional trait soil fauna soil food web vegetable garden urban soil

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Saccharomyces cerevisiae CNCM I-3856 in irritable bowel syndrome: An individual subject meta-analysis

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World Journal of Gastroenterology 2017年第2期23卷 336-344页

作者： Amélie Cayzeele-Decherf Fanny Pélerin Sébastien Leuillet benoit Douillard béatrice Housez Murielle Cazaubiel Gunnard K Jacobson Peter Jüsten Pierre Desreumaux Lesaffre Human Care Lesaffre Group biofortis-Mérieux NutriS ciences Lesaffre Yeast Corporation Lesaffre Group CHU Lille Department of GastroenterologyClaude Huriez Hospital Lille University North of France INSERM U995

AIMTo confirm previous conclusions on Saccharomyces cerevisiae (S. cerevisiae) CNCM I-3856 for irritable bowel syndrome (IbS) *** individual patient data meta-analysis was performed on two randomized clinical trials studying the effect of S. cerevisiae CNCM I-3856 supplementation on gastrointestinal (GI) symptoms in IbS subjects. A total of 579 IbS subjects were included. Outcomes were the daily Likert scale scores of abdominal pain/discomfort and bloating [area under the curve (AUC) and weekly means], responder status, and bowel movements (stool frequency and consistency). Statistical analyses were conducted in Intent to Treat (ITT) population, IbS-C subjects and IbS-C subjects with an abdominal pain/discomfort score higher than or equal to 2 at baseline (“IbS-C ≥ 2 subpopulation”).RESULTSS. cerevisiae CNCM I-3856 significantly improved abdominal pain/discomfort and bloating during the second month of supplementation [AUC (W5-W8)] with improvement up to the minimal clinically relevant threshold of 10%: a 12.3% reduction of abdominal pain/discomfort in the ITT population compared to the Placebo group (P = 0.0134) has been observed. In the IbS-C ≥ 2 subpopulation, there were a 13.1% reduction of abdominal pain/discomfort and a 14.9% reduction of bloating compared to the Placebo group (P = 0.0194 and P = 0.0145, respectively). GI symptoms significantly decreased during supplementation but no statistical differences were reported between groups at the end of the supplementation period. Responder status was defined as a subject who experienced a decrease of 1 arbitrary unit (a.u.) or 50% of the abdominal discomfort score from baseline for at least 2 wk out of the last 4 wk of the study. A significant difference between groups was reported in the ITT population, when considering the first definition: subjects in the Active group had 1.510 higher odds to be a responder (reduction of 1 a.u. of abdominal pain/discomfort) comp

关键词： Irritable bowel syndrome Saccharomyces cerevisiae Constipation Abdominal pain Probiotics

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International Healthcare Terminologies for Morbidity New Era: SNOMED and ICD11

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Journal of biosciences and Medicines 2024年第8期12卷 357-368页

作者： Jean Marie Rodrigues Constant Kone Michel babri béatrice Trombert Universit Jean Monnet Saint Etienne France Felix Houphout boigny National Polytechnic Institute Yamoussoukro Cote dIvoire

The Information Technology (IT) developments have changed the use of Healthcare terminologies from paper-based mortality statistics with the WHO international classifications of diseases (ICD) to the IT-based morbidity implementations for instance for Casemix-based healthcare funding and managing systems. This higher level of granularity is worldwide spread under the umbrella of several national modifications named ICD10 XM. These developments have met the increased use of the International Clinical Reference Terminology named SNOMED. When the updating of WHO ICD10 to WHO ICD11 was decided a merging was envisaged and a WHO SNOMED CT common work proposed a methodology to create a common formal ontology between the 11th version of the WHO International Classification of Diseases and Health Problems (ICD) and the most used in the world clinical terminology named Systematized Nomenclature of Human and Veterinary Medicine - Clinical Terms (SCT). The present work follows this unachieved work and aims to develop a SNOMED-based formal ontology for ICD11 chapter 1 using the textual definitions of ICD11 codes which is a completely new character of ICD and the ontology tools provided by SCT in the publicly available SNOMED browser. There are two key results: the lexical alignment is complete and the ontology alignment is incomplete with the validated SNOMED concept model can be completed with not yet validated attributes and values of the SNOMED Compositional Grammar. The work opens a new era for the seamless use of both international terminologies for morbidity for instance for DRG/Casemix and clinical management use. The main limitation is that it is restricted to 1 out of 26 chapters of ICD11.

关键词： Lexical Alignment Semantic Interoperability Ontology SNOMED Concept Model ICD-11 SNOMED CT

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Adsorption of Congo Red from Aqueous Solution Using CTAb-Kaolin from bechar Algeria

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Journal of Surface Engineered Materials and Advanced Technology 2014年第6期4卷 332-341页

作者： Mohamed Amine Zenasni bahia Meroufel André Merlin béatrice George Laboratory of Valorisation of Vegetal Resources and Food Security (VRVSA) Bechar University Bechar Algeria Laboratory of Studies and Research on Material Wood (LERMAb) University of Lorraine Nancy France

Cetyltrimethylammonium bromide-modified kaolin (CTAb-kaolin or KC) was prepared and tested as an adsorbent for an anionic dye Congo red (CR) removal from aqueous solution in comparison with natural kaolin (K). The effect of various experimental parameters was investigated using a batch adsorption technique. In this manner, the adsorption isotherms and adsorption kinetics of CR on K and KC were examined. The isothermal data could be well described by the Langmuir equation and the dynamical data fit well with the pseudo-second-order kinetic model. The adsorption capacity of modified kaolin KC (24.46 mg/g) was found to be around 4 times higher than that of natural kaolin K (5.94 mg/g). The KC demonstrated the highest adsorption capacity by removing over 98% of CR after ten minutes of contact. These results indicate that CTAb-kaolin could be employed as low-cost alternative to activated carbon in wastewater treatment for the removal of colour which comes from industrial effluents of textile activities, tanning or printing.

关键词： Adsorption Congo Red Dye Surfactant Kaolin Kinetics

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Chemical Composition of Pellonula leonensis Fish Oils from the Congo River Obtained by Soxhlet Extraction

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Open Journal of Applied Sciences 2024年第8期14卷 2112-2123页

作者： bob Wilfrid Loumouamou Léa béatrice Mambou Gadet Michel Dzondo Multidisciplinary Food and Nutrition Research Team: Regional Center of Excellence in Food and Nutrition Faculty of Science and Technology Marien Ngouabi University Brazzaville Congo Process Engineering Laboratory UNESCO-ENSP Chair Marien Ngouabi University Brazzaville Congo Molecular and Sensory Food Engineering Laboratory National Polytechnic School (ENSP) Marien Ngouabi University Brazzaville Congo

The chemical composition of Pellonula leonensis fish oils from the Congo River (at boko city) was carried out. The fatty acids were determined by gas chromatography. The Sn-2 position of fatty acids on glycerol was carried out by the ISO 6800 standard. The separation of the compounds (as free fatty acids, monoglycerides, diglycerides, triglycerides, sterols and methyl esters, etc.) was carried out by HPLC using gel permeation with refractometric detection. The phospholipid composition was by HPLC with an evaporative light scattering detector. We obtained oil contents of 32.10 (±0.46)%. The major fatty acids were Palmitic acid (27.41%) and oleic acid (24.23%). The SFA were of 44.50%. The MUFA represent 32.54% and PUFA 22.60%. Regarding the Sn-2 position on glycerol, 48.0% were by SFA and 51.3% were by unsaturated fatty acids. Among them 34.2% of fatty acids were 17.5% oleic acid molecules, 3.3% DHA molecules and 2.1% EPA molecules. Free fatty acids have contents of more than 62%, Diglycerides 16.63% and triglycerides 20.46%. Seven different phospholipids were identified, namely: Phosphatidylglycerol (PG), Phosphatidylethanolamine (PE), Phosphatidylinositol (PI), Phosphatidylcholine (PC), Sphingomyelin (SM), Lyso Phosphatitdylcholine (LPC) and Lyso Phosphatidylethanolamine (LPE). According to the high levels in position 2 of the glycerol of palmitic acid, the consumption of Pellonula leonensis fish could be moderate.

关键词： Pellonula leonensis Fatty Acids Sn-2 Position Triacylglycerol Phospholopids

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Allogeneic stem cell transplantation-A curative treatment for paroxysmal nocturnal hemoglobinuria with PIGT mutation:A case report

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World Journal of Clinical Cases 2022年第17期10卷 5702-5707页

作者： Laurence Schenone Anne-béatrice Notarantonio Véronique Latger-Cannard Veronique Fremeaux-bacchi Marcelo De Carvalho-bittencourt Marie-Thérèse Rubio Marc Muller Maud D'Aveni Department of Hematology CHRU de NancyNancy F-54000France Genetic Laboratory CHRU de NancyNancy F-54000France IMoPA CNRS 7365University of LorraineNancy F-54000France Hematology Laboratory Cytometry PlatformCHRU de NancyNancy F-54000France Immunology Laboratory Hôpital Européen George PompidouParis 75015France Immunology Laboratory CHRU de NancyNancy F-54000France

bACKGROUND Patients with paroxysmal nocturnal hemoglobinuria(PNH)have a clonal population of blood cells deficient in glycosylphosphatidylinositol-anchored(GPIanchored)proteins,most of the time resulting from a mutation in the X-linked gene *** report a patient with PNH resulting from a rare biallelic PIGT mutation on chromosome *** SUMMARY A 47-year-old man was referred to our hospital for febrile *** patient reported a history of recurrent urticaria and arthralgia and he presented during 3 mo recurrent acute dermo-hypodermitis and aseptic *** on clinical cases published with PIGT-PNH,with clinically typical PNH and autoinflammatory symptoms,we treated our patients with repeated infusions of eculizumab to decrease autoinflammatory symptoms and then we performed an allogeneic stem cell transplantation(allo-SCT)with a mismatched unrelated *** patient experienced no acute Graft vs Host disease(GvHD)and a moderate chronic GvHD and is now considered cured at 24 mo after *** This case report suggests that allo-SCT should be considered to cure PIGT-PNH patients.

关键词： Paroxysmal nocturnal hemoglobinuria Allogeneic stem cell transplantation PIGT mutation Recurrent meningitidis Autoinflammatory symptoms Case report

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biosorptive Removal of Zinc from Aqueous Solution by Algerian <i>Calotropis procera</i>Roots

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Journal of Environmental Protection 2015年第7期6卷 735-743页

作者： bahia Meroufel Mohamed Amine Zenasni André Merlin béatrice George Laboratory of Valorization of Vegetal Resources and Food Security (VRVSA) Bechar University Bechar Algeria Laboratory of Studies and Research on Material Wood (LERMAb) University of Lorraine Nancy France

Potentially toxic trace elements, such as zinc, with high levels in water are very serious problems in many places around the world, sometimes in relation to natural sources and in other cases to anthropogenic ones. Adsorption process is among the most effective techniques for removing of many heavy metal ions from different types of water. In this study, an attempt has been made to investigate the efficiency of Calotropis procera roots (CP) in removing of Zn(II) from aqueous solution by using batch mode technique. During the removal process, the effects of solution pH, Zn concentrations and contact time on adsorption efficiency by CP roots were studied. Experimental equilibrium data were analyzed by the Langmuir and Freundlich isotherm models. The results showed that the best fit was achieved with the Langmuir isotherm equation with maximum adsorption capacity of 9.69 mg/g. The biosorption of Zn(II) was a fast process and followed the pseudo-second-order kinetic.

关键词： Calotropis procera Zn(II) Adsorption Kinetics Adsorption Isotherms

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Adipose-derived stromal cells: Their identity and uses in clinical trials, an update

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World Journal of Stem Cells 2011年第4期3卷 25-33页

作者： Louis Casteilla Valérie Planat-benard Patrick Laharrague béatrice Cousin Université de Toulouse UPS UMR 5241 Métabolisme Plasticité et Mitochondrie BP 84225 F-31 432 Toulouse Cedex 4 France CNRS UMR 5241 Métabolisme Plasticité et Mitochondrie BP 84 225 F-31 432 Toulouse France Laboratoire d'Hématologie CHU Toulouse France

In adults, adipose tissue is abundant and can be easily sampled using liposuction. Largely involved in obesity and associated metabolic disorders, it is now described as a reservoir of immature stromal cells. These cells, called adipose-derived stromal cells (ADSCs) must be distinguished from the crude stromal vascular fraction (SVF) obtained after digestion of adipose tissue. ADSCs share many features with mesenchymal stem cells derived from bone marrow, including paracrine activity, but they also display some specific features, including a greater angiogenic potential. Their angiogenic properties as well as their paracrine activity suggest a putative tumor-promoting role for ADSCs although contradictory data have been published on this issue. both SVF cells and ADSCs are currently being investigated in clinical trials in several fields (chronic inflammation, ischemic diseases, etc. ). Apart from a phase Ⅲ trial on the treatment of fistula,most of these are in phaseⅠand use autologous cells. In the near future, the end results of these trials should provide a great deal of data on the safety of ADSC use.

关键词： Mesenchymal stem cells Stroma cells Cell therapy White adipose tissue

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Ostracodes(Crustacea) Witnesses of Paleoenvironmental Changes During Permian-Triassic boundary Events in South China and Turkey

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地学前缘 2009年第S1期16卷 255-255页

作者： Forel Marie-béatrice Crasquin Sylvie Université Pierre et Marie Curie-Paris 6 UMR 7207 CR2P "Centre de recherche sur la Paléobiodiverité et les Paléoenvironnements"-UPMC-Laboratoire de Micropaléontologi-T.46-56niveau 5case 10-4 place Jussieu-75252 Paris cedex 05 CNRS UMR 7207 CR2P "Centre de recherche sur la Paléobiodiversité et les Paléoenvironnements"-UPMC-Laboratoire de Micropaléontologie-T.46-56niveau 5case 104-4 place Jussieu-75252 Paris cedex 05

The transition between Permian and Triassic(252.4 Ma) is marked by the most devastating extinction the biosphere ever went *** its cause stays unclear,it is admitted that this mass extinction originated in the conjunction of several global events: tectonic(Pangaea closing),volcanic(Siberian traps), magnetic(reversal of superchron),climatic(end of Permian glaciation) and eustatic(tecto-and ther-

关键词： Ostracodes Permian-Triassic South China Turkey

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