Search Results - S.I.: Machine Learning for Big Data Analytics in Smart Healthcare Systems

Topical collection on machine learning for big data analytics in smart healthcare systems by Jan, Mian Ahmad, Song, Houbing, Khan, Fazlullah, Rehman, Ateeq Ur, Yang, Lie-Liang

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Big Data Analytics in IoT-Enabled Smart Healthcare Systems: A Machine Learning Survey by Nigam, Charul, Sharma, Priti, Anand, Rahul V., Uttam, Arun Kumar

“… The flaws in the traditional healthcare systems that are centered on hospitals and clinics are no longer hard to recognize…”
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Machine Learning and Big Data Analytics in Smart Cities and Healthcare: Applications, Challenges, and Future Directions by Pasupuleti, Vikram, Thuraka, Bharadwaj, Kodete, Chandra Shikhi

“…Machine learning (ML) and big data analytics are playing a pivotal role in transforming both smart cities and healthcare systems by enhancing decision-making, resource optimization, and predictive modeling…”
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A Comprehensive Survey on Machine Learning-Based Big Data Analytics for IoT-Enabled Smart Healthcare System by Li, Wei, Chai, Yuanbo, Khan, Fazlullah, Jan, Syed Rooh Ullah, Verma, Sahil, Menon, Varun G., Kavita, Li, Xingwang

“… The big data generated by wearables and other healthcare devices of IoT is a challenging…”
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Accurate Prediction of Life Style Based Disorders by Smart Healthcare Using Machine Learning and Prescriptive Big Data Analytics

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Machine learning-driven data analytics for improved diagnostic accuracy, treatment efficacy, and real-time monitoring in smart health care by Tauhid, S. M. Faizanut, Tanweer, Safdar, Nafis, Md. Tabrez, Ahad, Mohd Abdul, Malik, Syed Mohd Faisal

“…This research proposed a complete healthcare data analytics context leveraging machine learning (ML…”
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Big Data Analytics in Healthcare using Machine Learning Algorithms: A Comparative Study by Akundi, Sai Hanuman, R, Soujanya, PM, Madhuri

“… We can use the Big Data analysis to make proper decision in the health system by tweaking some of the current machine learning algorithms…”
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Implications of Big Data Analytics, AI, Machine Learning, and Deep Learning in the Health Care System of Bangladesh: Scoping Review by Alam, Md Ashraful, Sajib, Md Refat Uz Zaman, Rahman, Fariya, Ether, Saraban, Hanson, Molly, Sayeed, Abu, Akter, Ema, Nusrat, Nowrin, Islam, Tanjeena Tahrin, Raza, Sahar, Tanvir, K M, Chisti, Mohammod Jobayer, Rahman, Qazi Sadeq-ur, Hossain, Akm, Layek, MA, Zaman, Asaduz, Rana, Juwel, Rahman, Syed Moshfiqur, Arifeen, Shams El, Rahman, Ahmed Ehsanur, Ahmed, Anisuddin

“…), artificial intelligence (AI), machine learning (ML), and deep learning (DL), is reshaping the global health care system, including in Bangladesh…”
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Improve QoS for multi-body sensor analytics in smart healthcare system using machine learning algorithm by Saini, Dilip Kumar Jang Bahadur, Pawar, Sonali Kishore, Tondare, Sharda Prakash, Nigade, Anuradha Sagar, Morbale, Jyoti, Gangwar, Mohit

“…Embracing significant learning methods for human lead affirmation has shown suitable in taking out discriminants from the coarse information packs obtained from body-mounted sensors…”
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Predictive analytics in smart healthcare for child mortality prediction using a machine learning approach by Iqbal, Farrukh, Satti, Muhammad Islam, Irshad, Azeem, Shah, Mohd Asif

“…). Predictive analytics has the power to transform the healthcare industry, personalizing care for every individual…”
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Privacy-Preserving Federated Learning for Big Data Analytics in Smart Healthcare by Rao, Vijayendra Vittal, Thota, Kishore, Vedagiri, Venkata Subramanya, Bellamkonda, Mohan Krishna, Gupta, Meenu

“… To address these concerns, this paper presents a privacy-preserving federated learning (FL) framework for big data analytics in smart healthcare using the Diabetes Health Indicators Dataset…”
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Demystifying Big Data, Machine Learning, and Deep Learning for Healthcare Analytics

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Modelling of healthcare data analytics using optimal machine learning model in big data environment by Fancy, Chelladurai, Krishnaraj, Nagappan, Ishwarya, K., Raja, G., Chandrasekaran, Shyamala

“… This article develops a new healthcare data analytics using optimal machine learning…”
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Retracted: Application Of Machine Learning Techniques, Big Data Analytics In Health Care Sector - A Literature Survey by Sughasiny, M., Rajeshwari, J.

“… Machine Learning methods have broadly utilized in the prognostication of different diseases at the beginning stages…”
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Towards Intelligent Healthcare: A Big Data and Machine Learning Approach for Real-Time Predictive Analytics by Badawy, Mohammed, Ramadan, Nagy, Hefny, Hesham Ahmed

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Big Data for Health Care Analytics using Extreme Machine Learning Based on Map Reduce by Karuppan, Sivakumar, Nithya, N. S., Ondimuthu, Revathy

“… Big Data healthcare has clinical data set of every patient records in huge amount and they are maintained by Electronic Health Records (EHR). More than 80…”
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Evaluating machine learning models for predictive analytics of liver disease detection using healthcare big data by Khaled, Osama Mohareb, Elsherif, Ahmed Zakareia, Salama, Ahmed, Herajy, Mostafa, Elsedimy, Elsayed

“… To this end, many machine learning models have been previously developed to early predict liver diseases among potential patients…”
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A Review on Big Data Analytics in Healthcare Using Machine Learning Approaches by Patel, Hardik B., Gandhi, Snehal

“… The big data in area of healthcare open up new ways for analyze and aquire intelligence from big data…”
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Retraction Notice: Application Of Machine Learning Techniques, Big Data Analytics In Health Care Sector - A Literature Survey by Sughasiny, M., Rajeshwari, J.

“… Machine Learning methods have broadly utilized in the prognostication of different diseases at the beginning stages…”
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Real-World Evidence: Integrating Machine Learning with Real-World Big Data for Predictive Analytics in Healthcare by Vecchio, Nicolas

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