Development of a Web-based Tomato Plant Disease Detection and Diagnosis System using Transfer Learning Techniques DOI Open Access

Ogunbiyi TE,

Mustapha AM,

Eturhobore EJ

и другие.

Annals of Civil and Environmental Engineering, Год журнала: 2024, Номер 8(1), С. 076 - 086

Опубликована: Сен. 13, 2024

A significant obstacle to agricultural productivity that jeopardizes the availability of food is crop diseases and farmer livelihoods by reducing yields. Traditional visual assessment methods for disease diagnosis are effective but complex, often requiring expert observers. Recent advancements in deep learning indicate potential increasing accuracy automating identification. Developing accessible diagnostic tools, such as web applications leveraging CNNs, can provide farmers with efficient accurate identification, especially regions limited access advanced technologies. The main goal develop a productive system recognize tomato plant diseases. model was trained on collection images healthy damaged leaves from PlantVillage using transfer techniques. dataset were cleansed resizing them 256 × 224 match dimensions used pre-trained models min-max normalization. An evaluation VGG16, VGG19, DenseNet121 based performance loss value 7 categories tomatoes guided selection most practical application. VGG16 achieved 84.54% accuracy, VGG19 84.62%, 98.28%, making chosen due its highest accuracy. application development architecture integrated Django framework, which built Python. This enables real-time uploaded leaves. proposed allows early detection diseases, helping mitigate losses. supports sustainable farming practices increases productivity.

Язык: Английский

Tomato pomace as a source of valuable functional ingredients for improving physicochemical and sensory properties and extending the shelf life of foods: A review DOI Creative Commons
Ifagbémi Bienvenue Chabı, Oscar Zannou,

Emmanuelle S.C.A. Dedehou

и другие.

Heliyon, Год журнала: 2024, Номер 10(3), С. e25261 - e25261

Опубликована: Янв. 29, 2024

Due to its nutritional and bioactive content, tomato pomace (TP) remains among the world's richest fruits vegetables. Tomatoes TP (generated coproduct) are a very rich source of lycopene other carotenoid compounds contain an essential amount polyphenols, policosanol, phytosterols, organic acids, dietary fibers, minerals, vitamins. is promising significant with antioxidant antimicrobial potential. Therefore, their consumption known be effective in preventing certain chronic diseases. For example, prevents prostate cancer acts as hepatoprotector genoprotector against mycotoxins, pesticide residues, heavy metals. Thus, valorization food ingredient can great health, economic environmental interest contribute improving nutrition security. During last decades, considerable efforts have been made valorize crucial functional improving: (i) properties, (ii) sensory characteristics (iii) shelf life many foods. The current review aims update summarize knowledge on recent applications TP, particularly use improve properties

Язык: Английский

Процитировано

18

Anti-prostate cancer protection and therapy in the framework of predictive, preventive and personalised medicine — comprehensive effects of phytochemicals in primary, secondary and tertiary care DOI Creative Commons
Alena Mazuráková, Marek Samec, Lenka Koklesová

и другие.

The EPMA Journal, Год журнала: 2022, Номер 13(3), С. 461 - 486

Опубликована: Июль 8, 2022

Abstract According to the GLOBOCAN 2020, prostate cancer (PCa) is most often diagnosed male in 112 countries and leading cancer-related death 48 countries. Moreover, PCa incidence permanently increases adolescents young adults. Also, rates of metastasising continuously grow up populations. Corresponding socio-economic burden enormous: treatment costs increase more rapidly than for any other cancer. In order reverse current trends exploding cases costs, pragmatic decisions should be made, favour advanced populational screening programmes effective anti-PCa protection at level health-to-disease transition (sub-optimal health conditions) demonstrating highest cost-efficacy treatments. For doing this, paradigm change from reactive treatments clinically manifested predictive approach personalised prevention essential. Phytochemicals are associated with potent anti-cancer activity targeting each stage carcinogenesis including cell apoptosis proliferation, invasiveness metastatic disease. example, their positive effects demonstrated stabilising restoring mitochondrial quality, which if compromised strongly sub-optimal conditions strong predisposition aggressive sub-types. Further, phytochemicals significantly enhance response cells therapies radio- chemotherapy. Evident plant-based mitigation negative side-effects frequently observed conventional has been reported. Finally, dual anti-viral such as these silibinin have being highly relevant improved management secondary tertiary care, under pandemic conditions, since PCa-affected individuals per evidence vulnerable towards COVID-19 infection. Here, we present a comprehensive data analysis considered primary care well an disease framework predictive, preventive medicine.

Язык: Английский

Процитировано

30

Exploring the Potential of Dietary Phytochemicals in Cancer Prevention: A Comprehensive Review DOI Open Access

Sunny Rathee,

Umesh Kumar Patil, Sanjay Jain

и другие.

Journal of Exploratory Research in Pharmacology, Год журнала: 2024, Номер 9(1), С. 51 - 64

Опубликована: Фев. 6, 2024

Cancer is a significant global health issue and primary cause of death. Extensive research has led to the development various anticancer medications, driven by an improved knowledge comprehension molecular pathways involved in cancer growth. However, there need for new approaches enhance effectiveness existing therapies. Dietary phytochemicals have gained increasing attention due their potential role tumor prevention. These bioactive compounds derived from plants exhibit wide range beneficial effects on human health, including ability inhibit carcinogenesis promote activities. Examples dietary with promising properties include vitamin D, E, lycopene, fisetin, genistein, epigallocatechin gallate, crocetin, curcumin, cyanidins, gingerol. often exert regulating interconnected associated progression. Some these apoptosis pathway, cyclooxygenase-2 ATP-dependent chromatin remodeling DNA methylation-epigenetic Hedgehog signaling signal transducer activator transcription protein-3 angiogenesis inhibition Wnt pathway. This comprehensive review aims summarize current prevention, highlighting mechanisms action therapeutic applications.

Язык: Английский

Процитировано

4

Influence of Hydrogen Introduced Drying Atmosphere on Drying Kinetics, Phenolic Profile, and Rehydration Behavior of Tomato Slices DOI Open Access

Meenakshi Perumkulam Lakshmanan,

Amuthaselvi Gopal,

Rajkumar Perumal

и другие.

Journal of Food Process Engineering, Год журнала: 2025, Номер 48(2)

Опубликована: Фев. 1, 2025

ABSTRACT The current study performed drying of tomato slices in a atmosphere with hydrogen gas (RAD MIX ; gaseous mixture 4% hydrogen, 5% carbon dioxide and 91% nitrogen), compared 100% air, nitrogen environments. All the experiments were carried out at 60°C. Control samples pretreated 1% Potassium metabisulfite (KMS) treated dried to final moisture content around 13.29% 13.70% (wet basis), respectively. behavior quality characteristics including color change (Δ E ), lycopene retention, total phenolics rehydration ratio products studied. better retention was observed sulfite RAD sample. ) found be 10.1, by 94.28% (3.3 mg/100 g), maximum 4.67 subjected reduced atmospheric drying. Additionally, lesser for KMS than control samples. It that use concentration environment significantly impacted parameters slices. pretreatment advantageous technique terms diffusivity, antioxidant compounds

Язык: Английский

Процитировано

0

A critical review of electrochemical (bio)sensors for liposoluble antioxidants DOI
Edita Voitechovič, Justina Gaidukevič, Rasa Pauliukaitė

и другие.

Talanta, Год журнала: 2025, Номер 288, С. 127728 - 127728

Опубликована: Фев. 12, 2025

Язык: Английский

Процитировано

0

Carotenoids for Antiaging: Nutraceutical, Pharmaceutical, and Cosmeceutical Applications DOI Creative Commons
Mariia Shanaida, Olha Мykhailenko, Roman Lysiuk

и другие.

Pharmaceuticals, Год журнала: 2025, Номер 18(3), С. 403 - 403

Опубликована: Март 13, 2025

Background: Carotenoids are bioactive tetraterpenoid C40 pigments that actively synthesized by plants, bacteria, and fungi. Compounds such as α-carotene, β-carotene, lycopene, lutein, astaxanthin, β-cryptoxanthin, fucoxanthin, zeaxanthin have attracted increasing attention for their antiaging properties. They exhibit antioxidant, neuroprotective, anti-inflammatory properties, contributing to the prevention treatment of age-related diseases. Objectives: The aim this study was comprehensively analyze pharmacological potential biological mechanisms carotenoids associated with disorders evaluate application in nutraceuticals, pharmaceuticals, cosmeceuticals. Methods: A systematic review studies published over past two decades conducted using databases PubMed, Scopus, Web Science. selection criteria included clinical, silico, vivo, vitro investigating therapeutic effects carotenoids. Results: demonstrate a variety health benefits, including macular degeneration, cancer, cognitive decline, metabolic disorders, skin aging. Their role nutraceuticals is well supported ability modulate oxidative stress inflammatory pathways. In show promising results formulations targeting neurodegenerative diseases disorders. cosmeceuticals, they improve protecting it against UV radiation damage. However, bioavailability, optimal dosages, toxicity, interactions other compounds remain critical factors maximize efficacy still require careful evaluation scientists. Conclusions: interventions applications fields. Further research needed optimize formulas, confirm long-term safety effectiveness, especially aging population.

Язык: Английский

Процитировано

0

Perceptions, Knowledge, and Attitudes of General Population About Prostate Cancer-Associated Risk Factors: A Systematic Review of Qualitative Studies Focusing on Lifestyle DOI Creative Commons
Catarina Leitão, Vanessa Neto,

Luanna Fernandes Silva

и другие.

Current Oncology Reports, Год журнала: 2025, Номер unknown

Опубликована: Март 18, 2025

Abstract Purpose of Review Prostate cancer (PCa) is the most prevalent and third deadliest in Europe among men. PCa has several well-established risk factors; however, influence lifestyle factors remains under investigation, which may hinder efforts to encourage healthier behavior adoption. Thus, this systematic review explored general population’s perceptions, knowledge, attitudes regarding PCa-related factors. Recent Findings Eighteen qualitative studies were included after searching PubMed, Scopus, Web Science, EMBASE scientific databases between January 2013 February 2023. Five major themes emerged from 18 studies: factors, pattern changes, motivation/barriers changing habits, advice support. Participants identified age, family history, genetics, race/ethnicity as for PCa, but no consensus been reached lifestyle. However, participants willing adopt habits. Support healthcare professionals (HPs), family, friends, desire more time with loved ones, fear consequences cited motivators habit changes. poor economic conditions, work schedules, limitations hamper Summary Effective interventions require personalized support credible information providers. Collaboration HPs crucial promoting behaviors enhancing management. This highlights need further research innovative approaches empower individuals towards lifestyles, could help prevent or, at very least, promote better treatment outcomes. Graphical

Язык: Английский

Процитировано

0

Dietary Phytochemicals in Health and Disease: Mechanisms, Clinical Evidence, and Applications—A Comprehensive Review DOI Creative Commons

Md. Sakhawot Hossain,

Md Abdul Wazed,

S T Asha

и другие.

Food Science & Nutrition, Год журнала: 2025, Номер 13(3)

Опубликована: Март 1, 2025

ABSTRACT Phytochemicals are bioactive compounds found in plants that play a key role promoting health and preventing diseases. Present fruits, vegetables, grains, seed oils, these considered safe for consumption due to the co‐evolution adaptation between mammals plants. Due their wide‐ranging biological effects, they have attracted considerable research interest. This comprehensive review explores mechanisms of action, benefits, applications dietary phytochemicals, with particular focus on groups such as polyphenols, flavonoids, carotenoids. Research shows phytochemicals interact nuclear membrane receptors, influence metabolic pathways, affect epigenetic modifications. Our highlights broad range activities compounds, including antioxidant, antibacterial, anti‐inflammatory, anti‐diabetic, anticancer all which contribute health‐promoting properties. Clinical evidence supports prevention management diseases cardiovascular disorders, conditions, cancer, diets rich being linked lower risk disease. also at cutting edge food preservation, supplements, emerging medical treatments. Additionally, we identified advancements extraction identification techniques, particularly metabolomics, further enhance areas. Despite promising challenges bioavailability, regulatory barriers, need robust clinical trials persist. However, innovative delivery systems like nanoparticles, liposomes, encapsulation offer potential solutions bioavailability by improving absorption stability. The concludes emphasizing personalized nutrition combination therapies benefits while stressing methods, trials, bioavailability.

Язык: Английский

Процитировано

0

Novel Insights into the Role of the Antioxidants in Prostate Pathology DOI Creative Commons
Vittoria Rago, Silvia Di Agostino

Antioxidants, Год журнала: 2023, Номер 12(2), С. 289 - 289

Опубликована: Янв. 27, 2023

To date, it is known that antioxidants protect cells from damage caused by oxidative stress and associated with pathological conditions. Several studies have established inflammation a state anticipates the neoplastic transformation of prostate. Although many experimental clinical data indicated efficacy in preventing this form cancer, discrepant results, especially recent large-scale randomized trials, make difficult to establish real role for prostate tumor. Despite these concerns, safety show some still hold promise cancer chemoprevention. more are needed, review, we briefly describe most common shown benefits preclinical settings, focusing our attention on synthesizing advances made so far chemoprevention using as interesting molecules challenges future therapies.

Язык: Английский

Процитировано

9

Dendrimer platform against prostate cancer: Recent update on new horizon of treatment DOI
Manisha Pandey,

Hui Xin Lang,

Jui Sze Loh

и другие.

Journal of Drug Delivery Science and Technology, Год журнала: 2023, Номер 85, С. 104589 - 104589

Опубликована: Май 20, 2023

Язык: Английский

Процитировано

9