Harnessing data analytics: A new frontier in predicting and preventing non-communicable diseases in the US and Africa DOI Creative Commons

Chukwudi Cosmos Maha,

Tolulope Olagoke Kolawole,

Samira Abdul

et al.

Computer Science & IT Research Journal, Journal Year: 2024, Volume and Issue: 5(6), P. 1247 - 1264

Published: June 7, 2024

Non-communicable diseases (NCDs), including heart disease, diabetes, and cancer, represent a significant global health challenge, particularly in the US Africa. With rising prevalence rates, these chronic conditions strain healthcare systems economies. This Review explores how data analytics can revolutionize prediction prevention of NCDs regions, highlighting its potential to transform public strategies. Data encompasses range techniques, statistical analysis, machine learning, predictive modeling, extract meaningful insights from vast datasets. In US, where generate massive amounts electronic records (EHRs), enables identification risk factors, early detection diseases, personalized intervention For instance, algorithms analyze patient identify individuals at high for developing NCDs, allowing timely targeted preventive measures. Africa, integration faces unique challenges opportunities. While continent has less extensive infrastructure compared mobile (mHealth) technologies offer promising solution. By leveraging devices, be collected, analyzed, utilized monitor manage remote underserved communities. also aid understanding socio-economic environmental determinants providing comprehensive view factors contributing disease prevalence. Comparatively, both regions benefit shared knowledge collaborative efforts harnessing NCD prevention. Cross-continental partnerships facilitate exchange expertise, technology, best practices, fostering innovation improving outcomes. Furthermore, ethical considerations privacy must prioritized ensure responsible equitable use data. conclusion, holds immense predict prevent advanced analytical move towards more proactive approaches management. Embracing this new frontier requires investment infrastructure, capacity building, cross-regional collaboration, ultimately paving way healthier populations sustainable systems. Keywords: Harnessing, Analytics, Frontier, Predicting Non- Communicable Diseases, Preventing.

Language: Английский

Revolutionizing community health literacy: The power of digital health tools in rural areas of the US and Africa DOI Creative Commons

Chukwudi Cosmos Maha,

Tolulope Olagoke Kolawole,

Samira Abdul

et al.

GSC Advanced Research and Reviews, Journal Year: 2024, Volume and Issue: 19(2), P. 286 - 296

Published: May 29, 2024

Access to quality healthcare remains a challenge in rural areas of both the United States and Africa, where limited resources infrastructure hinder delivery essential services. This review explores role digital health tools improving community literacy outcomes these underserved regions. By leveraging technologies such as mobile applications, telemedicine, educational platforms, communities can access valuable information, connect with providers remotely, receive timely support for managing their health. In States, have potential bridge gap between patients providers, especially those living remote facilities. These enable individuals monitor conditions, resources, virtual consultations, overall empowering them take control Similarly, is often lacking, offer lifeline Mobile applications provide information on preventive care, disease management, nutrition, helping make informed decisions about Telemedicine services professionals, enabling consultations reducing need travel distant However, widespread adoption faces several challenges, including internet connectivity, low rates, cultural barriers. Addressing challenges requires multi-faceted approach, infrastructure, providing training, adapting meet linguistic needs local communities. conclusion, revolutionize Africa. overcoming barriers tailored services, empower health, ultimately leading improved well-being

Language: Английский

Citations

16

Transforming mental health care: Telemedicine as a game-changer for low-income communities in the US and Africa DOI Creative Commons

Chukwudi Cosmos Maha,

Tolulope Olagoke Kolawole,

Samira Abdul

et al.

GSC Advanced Research and Reviews, Journal Year: 2024, Volume and Issue: 19(2), P. 275 - 285

Published: May 29, 2024

Telemedicine is transforming mental health care, particularly in low-income communities the US and Africa, where access to traditional services limited. This review explores how telemedicine revolutionizing care delivery, addressing barriers access, improving outcomes for underserved populations. In communities, accessing can be challenging due factors such as lack of healthcare infrastructure, stigma, limited financial resources. Telemedicine, which involves providing remotely using telecommunications technology, offers a solution these challenges by enabling patients receive from anywhere, including their homes. impactful often Through telemedicine, individuals timely convenient leading improved reduced costs. highlights benefits increased convenience, stigma. It also discusses implementing technological regulatory issues, proposes strategies address challenges. Overall, has potential revolutionize delivery

Language: Английский

Citations

15

Nutritional breakthroughs: Dietary interventions to prevent liver and kidney diseases in the US and Africa DOI Creative Commons

Chukwudi Cosmos Maha,

Tolulope Olagoke Kolawole,

Samira Abdul

et al.

International Medical Science Research Journal, Journal Year: 2024, Volume and Issue: 4(6), P. 632 - 646

Published: June 6, 2024

Nutritional breakthroughs have the potential to revolutionize prevention and management of liver kidney diseases in both United States Africa. Liver are significant public health concerns globally, with risk factors including poor diet, obesity, diabetes, hypertension. Dietary interventions offer a promising approach reducing burden these diseases, as diet plays crucial role their development progression. In recent years, research has highlighted importance specific nutrients dietary patterns promoting health. For example, studies shown that rich fruits, vegetables, whole grains, lean proteins can help prevent manage diseases. These foods high antioxidants, vitamins, minerals, which play key roles inflammation, oxidative stress, developing fatty disease, cirrhosis, chronic disease. Furthermore, emerging suggests certain components, such omega-3 acids, polyphenols, prebiotics, may protective effects on kidneys. improve function, reduce fibrosis stones, enhance overall organ Africa, where is rising due urbanization changes habits, nutritional cost-effective sustainable preventing By traditional African diets, plant-based foods, fiber, healthy fats, efforts incidence region. Overall, strategies for eating habits incorporating into daily individuals take proactive steps protect Keywords: Breakthroughs; Interventions; Prevent; Diseases; Kidney Diseases.

Language: Английский

Citations

12

Innovative community-based strategies to combat adolescent substance use in urban areas of the US and Africa DOI Creative Commons

Chukwudi Cosmos Maha,

Tolulope Olagoke Kolawole,

Samira Abdul

et al.

International Journal of Applied Research in Social Sciences, Journal Year: 2024, Volume and Issue: 6(6), P. 1048 - 1067

Published: June 6, 2024

Adolescent substance use remains a pervasive challenge in urban areas across the United States and Africa, posing significant threats to health, well-being, future potential of young populations. Addressing this issue necessitates innovative, community-based strategies that are culturally relevant adaptable unique socio-economic contexts different regions. This comparative analysis explores various innovative approaches employed settings US Africa combat adolescent use, highlighting efficacy adaptability these strategies. In US, initiatives often leverage multi-sectoral collaboration involving schools, healthcare providers, local government, non-profit organizations. Programs such as Drug-Free Communities (DFC) Support Program emphasize community mobilization, youth engagement, creation coalitions drive prevention efforts. Techniques like peer mentoring, family-based interventions, integration technology through mobile apps social media campaigns pivotal Evidence shows not only reduce but also foster resilience healthy lifestyle choices among adolescents. Conversely, rooted cultural practices structures. Initiatives education programs, which harness influence respected members elders, instrumental. Additionally, partnerships with organizations religious institutions play crucial role disseminating preventive messages providing support services. "U-Turn" South utilize holistic approach, incorporating vocational training, counseling, service rehabilitate reintegrate affected youth. Mobile health (mHealth) solutions, leveraging widespread phones, have shown promise delivering intervention underscores importance tailoring benefits cross-continental learning collaboration. By sharing best adapting successful elements from each region, communities both can enhance their efforts use. The study concludes policy recommendations practical guidelines for implementing sustaining effective ultimately aiming healthier, drug-free environments adolescents worldwide. Keywords: Innovative, Community-Based Strategies, Substance Use, Urban Areas, Combat.

Language: Английский

Citations

12

Empowering healthy lifestyles: Preventing non-communicable diseases through cohort studies in the US and Africa DOI Creative Commons

Chukwudi Cosmos Maha,

Tolulope Olagoke Kolawole,

Samira Abdul

et al.

International Journal of Applied Research in Social Sciences, Journal Year: 2024, Volume and Issue: 6(6), P. 1068 - 1083

Published: June 6, 2024

Non-communicable diseases (NCDs), such as cardiovascular diseases, diabetes, chronic respiratory and cancers, represent a significant global health challenge, accounting for the majority of deaths worldwide. In both United States Africa, burden NCDs is escalating, necessitating effective prevention strategies. This Review outlines role cohort studies in understanding preventing through promotion healthy lifestyles these regions. Cohort studies, which follow groups individuals over time to assess impact various risk factors on outcomes, offer invaluable insights into etiology progression NCDs. US, large-scale like Nurses' Health Study Framingham Heart have identified critical lifestyle influencing NCD risk, including diet, physical activity, smoking, alcohol consumption. These findings informed public policies interventions aimed at reducing incidence modifications. emerging use provides unique opportunity address within diverse socio-economic cultural contexts. Studies AWI-Gen (Africa Wits-INDEPTH Partnership Genomic Studies) are beginning unravel complex interplay between genetic, environmental, development. crucial developing tailored that resonate with local populations specific prevalent African communities. Key strategies regions include: promoting eating habits, encouraging regular implementing smoking cessation programs, Additionally, can highlight importance early detection management factors, hypertension high cholesterol, prevent onset By comparing from US researchers identify common region-specific determinants NCDs, facilitating development prevention. Ultimately, empowering evidence-based interventions, by study data, holds potential significantly reduce improving outcomes quality life across populations. Keywords: Lifestyles, Preventing, Non- Communicable Diseases, Studies, Empowering.

Language: Английский

Citations

11

Harnessing data analytics: A new frontier in predicting and preventing non-communicable diseases in the US and Africa DOI Creative Commons

Chukwudi Cosmos Maha,

Tolulope Olagoke Kolawole,

Samira Abdul

et al.

Computer Science & IT Research Journal, Journal Year: 2024, Volume and Issue: 5(6), P. 1247 - 1264

Published: June 7, 2024

Non-communicable diseases (NCDs), including heart disease, diabetes, and cancer, represent a significant global health challenge, particularly in the US Africa. With rising prevalence rates, these chronic conditions strain healthcare systems economies. This Review explores how data analytics can revolutionize prediction prevention of NCDs regions, highlighting its potential to transform public strategies. Data encompasses range techniques, statistical analysis, machine learning, predictive modeling, extract meaningful insights from vast datasets. In US, where generate massive amounts electronic records (EHRs), enables identification risk factors, early detection diseases, personalized intervention For instance, algorithms analyze patient identify individuals at high for developing NCDs, allowing timely targeted preventive measures. Africa, integration faces unique challenges opportunities. While continent has less extensive infrastructure compared mobile (mHealth) technologies offer promising solution. By leveraging devices, be collected, analyzed, utilized monitor manage remote underserved communities. also aid understanding socio-economic environmental determinants providing comprehensive view factors contributing disease prevalence. Comparatively, both regions benefit shared knowledge collaborative efforts harnessing NCD prevention. Cross-continental partnerships facilitate exchange expertise, technology, best practices, fostering innovation improving outcomes. Furthermore, ethical considerations privacy must prioritized ensure responsible equitable use data. conclusion, holds immense predict prevent advanced analytical move towards more proactive approaches management. Embracing this new frontier requires investment infrastructure, capacity building, cross-regional collaboration, ultimately paving way healthier populations sustainable systems. Keywords: Harnessing, Analytics, Frontier, Predicting Non- Communicable Diseases, Preventing.

Language: Английский

Citations

11