Application of artificial neural networks (ANNs) in wine technology.

Abstract:

:In recent years, neural networks have turned out as a powerful method for numerous practical applications in a wide variety of disciplines. In more practical terms neural networks are one of nonlinear statistical data modeling tools. They can be used to model complex relationships between inputs and outputs or to find patterns in data. In food technology artificial neural networks (ANNs) are useful for food safety and quality analyses, predicting chemical, functional and sensory properties of various food products during processing and distribution. In wine technology, ANNs have been used for classification and for predicting wine process conditions. This review discusses the basic ANNs technology and its possible applications in wine technology.

journal_name

Crit Rev Food Sci Nutr

authors

Baykal H,Yildirim HK

doi

10.1080/10408398.2010.540359

subject

Has Abstract

pub_date

2013-01-01 00:00:00

pages

415-21

issue

5

eissn

1040-8398

issn

1549-7852

journal_volume

53

pub_type

杂志文章,评审
  • Carotene Degradation and Isomerization during Thermal Processing: A Review on the Kinetic Aspects.

    abstract::Kinetic models are important tools for process design and optimization to balance desired and undesired reactions taking place in complex food systems during food processing and preservation. This review covers the state of the art on kinetic models available to describe heat-induced conversion of carotenoids, in part...

    journal_title:Critical reviews in food science and nutrition

    pub_type: 杂志文章,评审

    doi:10.1080/10408398.2013.790779

    authors: Colle IJ,Lemmens L,Knockaert G,Van Loey A,Hendrickx M

    更新日期:2016-08-17 00:00:00

  • Principles and characteristics of food allergens.

    abstract::Food allergens are typically proteins that are resistant to digestion, acid, and heat treatments. However, some notable exceptions exist. The amount of these proteins needed to elicit an allergic response in previously sensitized individuals is quite low (milligram amounts). The allergenicity of specific proteins deri...

    journal_title:Critical reviews in food science and nutrition

    pub_type: 杂志文章,评审

    doi:10.1080/10408399609527761

    authors: Taylor SL,Lehrer SB

    更新日期:1996-01-01 00:00:00

  • The stability and degradation of dietary DNA in the gastrointestinal tract of mammals: implications for horizontal gene transfer and the biosafety of GMOs.

    abstract::The fate of dietary DNA in the gastrointestinal tract (GIT) of animals has gained renewed interest after the commercial introduction of genetically modified organisms (GMO). Among the concerns regarding GM food, are the possible consequences of horizontal gene transfer (HGT) of recombinant dietary DNA to bacteria or a...

    journal_title:Critical reviews in food science and nutrition

    pub_type: 杂志文章,评审

    doi:10.1080/10408398.2010.499480

    authors: Rizzi A,Raddadi N,Sorlini C,Nordgrd L,Nielsen KM,Daffonchio D

    更新日期:2012-01-01 00:00:00

  • Polysaccharides catabolism by the human gut bacterium -Bacteroides thetaiotaomicron: advances and perspectives.

    abstract::In recent years, the degradation processes of polysaccharides by human gut microbiota are receiving considerable attention due to the discoveries of the powerful function of gut microbiota. Gut microbiota has developed a sensitive, accurate, and complex system for sensing, capturing, and degrading different polysaccha...

    journal_title:Critical reviews in food science and nutrition

    pub_type: 杂志文章

    doi:10.1080/10408398.2020.1803198

    authors: Ye M,Yu J,Shi X,Zhu J,Gao X,Liu W

    更新日期:2020-08-11 00:00:00

  • Phenolic lipids as unique bioactive compounds: a comprehensive review on their multifunctional activity toward the prevention of Alzheimer's disease.

    abstract::Phenolic lipids are multifunctional compounds which play an important biological role in the body. Their unique biologic functionality stems from their strong amphiphilic character which allows them to be incorporated in erythrocytes. Through membrane incorporation, these compounds exert their biological effects on ne...

    journal_title:Critical reviews in food science and nutrition

    pub_type: 杂志文章

    doi:10.1080/10408398.2020.1759024

    authors: Meshginfar N,Tavakoli H,Dornan K,Hosseinian F

    更新日期:2020-05-02 00:00:00

  • Towards a dietary-exposome assessment of chemicals in food: An update on the chronic health risks for the European consumer.

    abstract::An informed opinion to a hugely important question, whether the food on the Europeans' plate is safe to eat, is provided. Today, the Europeans face food-borne health risks from non-communicable diseases induced by excess body weight, outbreaks caused by pathogens, antimicrobial resistance and exposures to chemical con...

    journal_title:Critical reviews in food science and nutrition

    pub_type: 杂志文章,评审

    doi:10.1080/10408398.2019.1612320

    authors: Eskola M,Elliott CT,Hajšlová J,Steiner D,Krska R

    更新日期:2020-01-01 00:00:00

  • Optical nanosensors for biofilm detection in the food industry: principles, applications and challenges.

    abstract::Biofilms are the universal lifestyle of bacteria enclosed in extracellular polymeric substances (EPS) on the contact surfaces of food processing facilities. The EPS-encapsulated foodborne bacterial pathogens are the main food contaminant sources, posing a serious threat to human health. The microcrystalline, sophistic...

    journal_title:Critical reviews in food science and nutrition

    pub_type: 杂志文章

    doi:10.1080/10408398.2020.1808877

    authors: Pu H,Xu Y,Sun DW,Wei Q,Li X

    更新日期:2020-09-03 00:00:00

  • Antimicrobial Packaging for Extending the Shelf Life of Bread-A Review.

    abstract::Antimicrobial packaging is an important form of active packaging that can release antimicrobial substances for enhancing the quality and safety of food during extended storage. It is in response to consumers demand for preservative-free food as well as more natural, disposable, biodegradable, and recyclable food-packa...

    journal_title:Critical reviews in food science and nutrition

    pub_type: 杂志文章,评审

    doi:10.1080/10408398.2013.768198

    authors: Jideani VA,Vogt K

    更新日期:2016-06-10 00:00:00

  • Perspectives on the utilization of aquaculture coproduct in Europe and Asia: prospects for value addition and improved resource efficiency.

    abstract::Aquaculture has often been criticized for its environmental impacts, especially efficiencies concerning global fisheries resources for use in aquafeeds among others. However, little attention has been paid to the contribution of coproducts from aquaculture, which can vary between 40% and 70% of the production. These h...

    journal_title:Critical reviews in food science and nutrition

    pub_type: 杂志文章,评审

    doi:10.1080/10408398.2011.588349

    authors: Newton R,Telfer T,Little D

    更新日期:2014-01-01 00:00:00

  • Disease managing capacities and mechanisms of host effects of lactic acid bacteria.

    abstract::Consumption of lactic acid bacteria (LAB) has been suggested to confer health-promoting effects on the host. However, effects of LABs have been reported to be species- and strain-specific and the mechanisms involved are subjects of discussion. Here, the possible mechanisms by which LABs induce antipathogenic, gut barr...

    journal_title:Critical reviews in food science and nutrition

    pub_type: 杂志文章

    doi:10.1080/10408398.2020.1758625

    authors: Ren C,Faas MM,de Vos P

    更新日期:2020-05-05 00:00:00

  • An overview of the effect of probiotics and exercise on mood and associated health conditions.

    abstract::The present paper provides a review of the current knowledge relating to the health benefits of probiotics, specially focused on the effects they may have together with physical exercise on mood disorders and related chronic medical conditions.With both these conditions being a substantial contributor to the global di...

    journal_title:Critical reviews in food science and nutrition

    pub_type: 杂志文章,评审

    doi:10.1080/10408398.2016.1189872

    authors: Grant MC,Baker JS

    更新日期:2017-12-12 00:00:00

  • Association between overweight/obesity with depression, anxiety, low self-esteem, and body dissatisfaction in children and adolescents: a systematic review and meta-analysis of observational studies.

    abstract:PURPOSE:Childhood and Adolescent overweight and obesity may be associated with psychological problems. We aimed to conduct a systematic review and summarize published articles on the association between overweight/obesity with risk of depression, anxiety, low self-esteem, and body dissatisfaction among children and ado...

    journal_title:Critical reviews in food science and nutrition

    pub_type: 杂志文章

    doi:10.1080/10408398.2020.1823813

    authors: Moradi M,Mozaffari H,Askari M,Azadbakht L

    更新日期:2020-09-28 00:00:00

  • Review of Canadian literature to estimate risks associated with Salmonella in broilers from retail to consumption in Canadian homes.

    abstract::The objective was to review the literature related to the risk of salmonellosis from chicken consumed in private homes in Canada. The pathway of concern was retail-to-consumption at private homes due to the direct link between this pathway and public health. A qualitative review was conducted by searching Canadian gov...

    journal_title:Critical reviews in food science and nutrition

    pub_type: 杂志文章,评审

    doi:10.1080/10408398.2011.555017

    authors: Smadi H,Sargeant JM

    更新日期:2013-01-01 00:00:00

  • Solid phase extraction as sample treatment for the determination of Ochratoxin A in foods: A review.

    abstract::Ochratoxin A (OTA) is a mycotoxin produced by two main types of fungi, Aspergillus and Penicillium species. OTA is a natural contaminant found in a large number of different matrices and is considered as a possible carcinogen for humans. Hence, low maximum permitted levels in foods have been established by competent a...

    journal_title:Critical reviews in food science and nutrition

    pub_type: 杂志文章,评审

    doi:10.1080/10408398.2015.1126548

    authors: Huertas-Pérez JF,Arroyo-Manzanares N,García-Campaña AM,Gámiz-Gracia L

    更新日期:2017-11-02 00:00:00

  • Functional foods modulating inflammation and metabolism in chronic diseases: a systematic review.

    abstract::Chronic diseases are responsible for approximately 71% global deaths. These are characterized by chronic low-grade inflammation and metabolic alterations. "Functional foods" have been attributed with anti-inflammatory properties, demonstrated in cell lines and murine models; however, studies in humans are inconclusive...

    journal_title:Critical reviews in food science and nutrition

    pub_type: 杂志文章

    doi:10.1080/10408398.2021.1875189

    authors: Luvián-Morales J,Varela-Castillo FO,Flores-Cisneros L,Cetina-Pérez L,Castro-Eguiluz D

    更新日期:2021-01-28 00:00:00

  • Review: Amino acid concentration of high protein food products and an overview of the current methods used to determine protein quality.

    abstract::Quality of the dietary protein in foods rather than amount of dietary protein may be of greater importance from a human health and wellness standpoint. Various systems are in place to determine the value of dietary protein. Protein digestibility-corrected amino acid score (PDCAAS) and digestible indispensable amino ac...

    journal_title:Critical reviews in food science and nutrition

    pub_type: 杂志文章,评审

    doi:10.1080/10408398.2017.1396202

    authors: Huang S,Wang LM,Sivendiran T,Bohrer BM

    更新日期:2018-01-01 00:00:00

  • Survival of Microencapsulated Probiotic Bacteria after Processing and during Storage: A Review.

    abstract::The use of live probiotic bacteria as food supplement has become popular. Capability of probiotic bacteria to be kept at room temperature becomes necessary for customer's convenience and manufacturer's cost reduction. Hence, production of dried form of probiotic bacteria is important. Two common drying methods commonl...

    journal_title:Critical reviews in food science and nutrition

    pub_type: 杂志文章,评审

    doi:10.1080/10408398.2013.798779

    authors: Dianawati D,Mishra V,Shah NP

    更新日期:2016-07-26 00:00:00

  • Saturated Fat Controversy: Importance of Systematic Reviews and Meta-analyses.

    abstract::In adults, worldwide, the number one cause of death is coronary heart disease. Current guidelines generally recommend reduced consumption of saturated fat to reduce the risk of cardiovascular disease. However, some evidence suggests that consumption of saturated fat does not increase that risk. Recently, to address th...

    journal_title:Critical reviews in food science and nutrition

    pub_type: 杂志文章,评审

    doi:10.1080/10408398.2015.1018037

    authors: Szajewska H,Szajewski T

    更新日期:2016-09-09 00:00:00

  • Amylolytic enzymes and products derived from starch: a review.

    abstract::This review provides current information on starch and its molecular composition, common and potential sources, and manufacturing processes. It also deals with the five groups of enzymes involved in the hydrolysis of starch: the endo- and exoamylases, which act primarily on the alpha-1,4 linkages; the debranching enzy...

    journal_title:Critical reviews in food science and nutrition

    pub_type: 杂志文章,评审

    doi:10.1080/10408399509527706

    authors: Guzmán-Maldonado H,Paredes-López O

    更新日期:1995-09-01 00:00:00

  • Dietary strategies to improve nutritional value, oxidative stability, and sensory properties of poultry products.

    abstract::Consumers demand both safer and more nutritious food products exempt of non-natural origin preservatives or other food additives. In this frame, products with lower fat content and/or a higher ratio in unsaturated fatty acids, especially n-3 fatty acids, are desired because these lipids can help prevent the developmen...

    journal_title:Critical reviews in food science and nutrition

    pub_type: 杂志文章,评审

    doi:10.1080/10408390902911108

    authors: Bou R,Codony R,Tres A,Decker EA,Guardiola F

    更新日期:2009-10-01 00:00:00

  • Using power ultrasound to accelerate food freezing processes: Effects on freezing efficiency and food microstructure.

    abstract::Freezing is an effective way of food preservation. However, traditional freezing methods have the disadvantages of low freezing efficiency and generation of large ice crystals, leading to possible damage of food quality. Power ultrasound assisted freezing as a novel technique can effectively reduce the adverse effects...

    journal_title:Critical reviews in food science and nutrition

    pub_type: 杂志文章,评审

    doi:10.1080/10408398.2018.1482528

    authors: Zhang P,Zhu Z,Sun DW

    更新日期:2018-01-01 00:00:00

  • Advances in dietary enrichment with n-3 fatty acids.

    abstract::Evidence for the effectiveness of the enrichment of food products with n-3 fatty acids by inclusion of either plant- or fish-derived materials in the diets of chickens, turkeys, ostriches, cows, pigs, and goats has been reviewed. Both linseed oil/meal and fish products can increase the levels of total n-3 fatty acids ...

    journal_title:Critical reviews in food science and nutrition

    pub_type: 杂志文章,评审

    doi:10.1080/10408390701424303

    authors: Moghadasian MH

    更新日期:2008-05-01 00:00:00

  • Carotenoid deposition in plant and animal foods and its impact on bioavailability.

    abstract::Over the past decades, an enormous body of literature dealing with the natural deposition of carotenoids in plant- and animal-based foods has accumulated. Prominent examples are the large solid-crystalline aggregates in carrots and tomatoes or the lipid-dissolved forms in dairy products and egg yolk. Latest research h...

    journal_title:Critical reviews in food science and nutrition

    pub_type: 杂志文章,评审

    doi:10.1080/10408398.2015.1012756

    authors: Schweiggert RM,Carle R

    更新日期:2017-06-13 00:00:00

  • Cardamom--production, technology, chemistry, and quality.

    abstract::Cardamom, Elettaria cardamomum Maton var. Miniscula Burkill (Fam. Zingiberaceae) known as true or lesser cardamom is the widely cultivated variety and important in the world trade. It occupies a high second or third place in world trade, being a high priced spice. It belongs to the sweet spices group and is used predo...

    journal_title:Critical reviews in food science and nutrition

    pub_type: 杂志文章,评审

    doi:10.1080/10408398209527337

    authors: Govindarajan VS,Narasimhan S,Raghuveer KG,Lewis YS

    更新日期:1982-01-01 00:00:00

  • Cooking properties and heat damage of dried pasta as influenced by raw material characteristics and processing conditions.

    abstract::Dried pasta represents a primary food in the diet of many populations who mainly perceive its quality in terms of cooking performances. Indeed, this and other aspects of pasta quality arise from several technological parameters starting from the usage of durum wheat semolina as raw material. In this paper, the chemica...

    journal_title:Critical reviews in food science and nutrition

    pub_type: 杂志文章,评审

    doi:10.1080/10408390802437154

    authors: de Noni I,Pagani MA

    更新日期:2010-05-01 00:00:00

  • Crocetin from saffron: an active component of an ancient spice.

    abstract::The known properties of saffron (Crocus sativus, L.) and its components have been examined. Recently, hormone like effects in green algae and the anti-cancerogenic and anti-toxic effects, have been observed. In particular, the effects of crocetin, a carotenoids (8,8'-diapo-8,8'-carotenoic acid) present in saffron and ...

    journal_title:Critical reviews in food science and nutrition

    pub_type: 杂志文章,评审

    doi:10.1080/10408690490441433

    authors: Giaccio M

    更新日期:2004-01-01 00:00:00

  • Aflatoxigenic fungi and mycotoxins in food: a review.

    abstract::Food contamination is a common phenomenon in the production, distribution and consumption of processed and agricultural commodities all over the world. Food safety is now taking the frontal stage in food production, processing and distribution. This study assessed the presence of aflatoxigenic fungi and mycotoxins in ...

    journal_title:Critical reviews in food science and nutrition

    pub_type: 杂志文章,评审

    doi:10.1080/10408398.2018.1548429

    authors: Ayofemi Olalekan Adeyeye S

    更新日期:2020-01-01 00:00:00

  • Plant proteases for bioactive peptides release: A review.

    abstract::Proteins are a potential source of health-promoting biomolecules with medical, nutraceutical, and food applications. Nowadays, bioactive peptides production, its isolation, characterization, and strategies for its delivery to target sites are a matter of intensive research. In vitro and in vivo studies regarding the b...

    journal_title:Critical reviews in food science and nutrition

    pub_type: 杂志文章,评审

    doi:10.1080/10408398.2017.1308312

    authors: Mazorra-Manzano MA,Ramírez-Suarez JC,Yada RY

    更新日期:2018-01-01 00:00:00

  • Peptide-metal complexes: obtention and role in increasing bioavailability and decreasing the pro-oxidant effect of minerals.

    abstract::Bioactive peptides derived from food protein sources have been widely studied in the last years, and scientific researchers have been proving their role in human health, beyond their nutritional value. Several bioactivities have been attributed to these peptides, such as immunomodulatory, antimicrobial, antioxidant, a...

    journal_title:Critical reviews in food science and nutrition

    pub_type: 杂志文章

    doi:10.1080/10408398.2020.1761770

    authors: Caetano-Silva ME,Netto FM,Bertoldo-Pacheco MT,Alegría A,Cilla A

    更新日期:2020-05-06 00:00:00

  • Tea and its consumption: benefits and risks.

    abstract::The recent convention of introducing phytochemicals to support the immune system or combat diseases is a centuries' old tradition. Nutritional support is an emerging advancement in the domain of diet-based therapies; tea and its constituents are one of the significant components of these strategies to maintain the hea...

    journal_title:Critical reviews in food science and nutrition

    pub_type: 杂志文章,评审

    doi:10.1080/10408398.2012.678949

    authors: Hayat K,Iqbal H,Malik U,Bilal U,Mushtaq S

    更新日期:2015-01-01 00:00:00