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1.
Food Chem ; 447: 138945, 2024 Jul 30.
Artigo em Inglês | MEDLINE | ID: mdl-38461725

RESUMO

Artificial intelligence has the potential to alter the agricultural and food processing industries, with significant ramifications for sustainability and global food security. The integration of artificial intelligence in agriculture has witnessed a significant uptick in recent years. Therefore, comprehensive understanding of these techniques is needed to broaden its application in agri-food supply chain. In this review, we explored cutting-edge artificial intelligence methodologies with a focus on machine learning, neural networks, and deep learning. The application of artificial intelligence in agri-food industry and their quality assurance throughout the production process is thoroughly discussed with an emphasis on the current scientific knowledge and future perspective. Artificial intelligence has played a significant role in transforming agri-food systems by enhancing efficiency, sustainability, and productivity. Many food industries are implementing the artificial intelligence in modelling, prediction, control tool, sensory evaluation, quality control, and tackling complicated challenges in food processing. Similarly, artificial intelligence applied in agriculture to improve the entire farming process, such as crop yield optimization, use of herbicides, weeds identification, and harvesting of fruits. In summary, the integration of artificial intelligence in agri-food systems offers the potential to address key challenges in agriculture, enhance sustainability, and contribute to global food security.


Assuntos
Inteligência Artificial , Indústria de Processamento de Alimentos , Indústria Alimentícia , Manipulação de Alimentos , Redes Neurais de Computação , Agricultura
2.
Diabetes Metab Syndr ; 13(4): 2705-2713, 2019.
Artigo em Inglês | MEDLINE | ID: mdl-31405697

RESUMO

BACKGROUND: Yoga is an ancient system of wellness with Asana and Pranayama as its most popular and propagated modules for management of lifestyle disorders. OBJECTIVES: The aim of the study was to characterise the liver abnormalities, biochemical changes, and stress levels after Yoga intervention in prediabetic females. MATERIALS AND METHODS: 37 females were randomly divided into Yoga practising and non-practising control groups. The Yoga practising group performed Diabetic Yoga Protocol (DYP) for 3 months. Parameters including size of liver, fatty infiltration, and grade of severity were measured using ultrasonography along with biochemical parameters and stress levels at baseline and after Yoga practice. RESULTS: The glycosylated hemoglobin (HbA1c) and glucose levels were found significantly reduced in prediabetic (p = 0.015) women after practising DYP, although cholesterol levels increased in menopausal women. No escalation of fatty liver was noted among women practising DYP. CONCLUSION: DYP reduced the HbA1c and stress levels and therefore, could be a cost-effective tool for preventing prediabetes to diabetes progression.


Assuntos
Biomarcadores/análise , Diabetes Mellitus Tipo 2/prevenção & controle , Fígado/fisiologia , Estado Pré-Diabético/terapia , Estresse Fisiológico , Yoga , Glicemia/análise , Estudos de Casos e Controles , Diabetes Mellitus Tipo 2/metabolismo , Feminino , Seguimentos , Hemoglobinas Glicadas/análise , Humanos , Estilo de Vida , Fígado/diagnóstico por imagem , Pessoa de Meia-Idade , Estado Pré-Diabético/diagnóstico por imagem , Prognóstico , Ultrassonografia/métodos
3.
Curr Alzheimer Res ; 16(4): 344-352, 2019.
Artigo em Inglês | MEDLINE | ID: mdl-30961497

RESUMO

BACKGROUND: Cancer is a common disease caused by the excessive proliferation of cells, and neurodegenerative diseases are the disorders caused due to the degeneration of neurons. Both can be considered as diseases caused by the dysregulation of cell cycle events. A recent data suggests that there is a strong inverse association between cancer and neurodegenerative disorders. There is indirect evidence to postulate Brain-derived Neurotrophic Factor (BDNF) as a potential molecular link in this association. DISCUSSION: The BDNF levels are found to be downregulated in many neurodegenerative disorders and are found to be upregulated in various kinds of cancers. The lower level of BDNF in Alzheimer's and Parkinson's disease has been found to be related to cognitive and other neuropsychological impairments, whereas, its higher levels are associated with the tumour growth and metastasis and poor survival rate in the cancer patients. CONCLUSION: In this review, we propose that variance in BDNF levels is critical in determining the course of cellular pathophysiology and the development of cancer or neurodegenerative disorder. We further propose that an alternative therapeutic strategy that can modulate BDNF expression, can rescue or prevent above said pathophysiological course. Larger studies that examine this link through animal studies are imperative to understand the putative biochemical and molecular link to wellness and disease.


Assuntos
Fator Neurotrófico Derivado do Encéfalo/metabolismo , Neoplasias/metabolismo , Doenças Neurodegenerativas/metabolismo , Animais , Humanos
4.
Ann Neurosci ; 26(1): 21-24, 2019 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-31975768

RESUMO

BACKGROUND: Attempts for Guinness world record have continued worldwide but these attempts were rarely aimed to promote public health. Diabetes is one of the rapidly growing lifestyle disorders in India which requires awareness reinforcements among the local population. In recent studies, Yoga has proved to be useful in lifestyle modification and Diabetes management. However, most individuals from rural and urban localities in the country are unaware of this fact. PURPOSE: The purpose was to organizing a nationwide attempt under the Niyantrit Madhumeh Bharat (NMB) programme to break the world record to be the largest Diabetes lesson, to spread awareness among general population. METHODS: Present article represents the perspective of the Chandigarh chapter of NMB programme and its experience in Guinness world record attempt. Diabetes awareness lesson was organized in the city as per the standards defined by the Guinness Book and outcomes of the entire campaign were assessed at the end of the campaign. RESULT: Total 498 individuals participated in the campaign. Among them, 268 participants were questioned at the end of the campaign about the role of Yoga in Diabetes. 247 participants (92%) were agreed that Diabetes can be modified by Yoga and 9 participants (3%) disagreed. The remaining 12 participants (5%) did not give any response. CONCLUSION: We noticed that most of the participants became aware of the role of Yoga in Diabetes.

5.
Ann Neurosci ; 26(2): 75-81, 2019 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-31975777

RESUMO

BACKGROUND: The state of disarray from unhygienic conditions and excessive litter throughout urban highways, alleyways, and byways across rural and urban localities of India is abysmal. Such unsanitary conditions impinge upon the future health and welfare of its citizens, tourists and economic development. PURPOSE: The NRL volunteered PGIMER's campus hygiene initiative" is a pioneering effort spearheaded in compliance with Indian Prime Minister's call that citizens of India work together to establish a cleaner and healthier environment. METHODS: A group of 15 highly motivated students in the Neuroscience Division of the PGIMER, worked together vigorously 2 hours a week to affect a cleaner urban environment in the city. RESULT: The results were national Kayakalp and Skoch award to PGIMER as the cleanest hospital in the country, the vendors or patients no longer litter around the campus, the pot holes have been converted into greener patches, signs board adorn the campus. CONCLUSION: To inspire citizens through faculty- student led sanitation programs.

6.
Ann Neurosci ; 25(4): 247-249, 2018 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-31000964
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