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Handbook of research on disease prediction through data analytics and machine learning / [edited by] Geeta Rani, Pradeep Kumar Tiwari.

Contributor(s): Material type: TextTextSeries: Advances in medical diagnosis, treatment, and care (AMDTC) book seriesPublisher: Hershey, PA : IGI Global, Medical Information Science Reference, [2021&#x5dDescription: 1 online resource (xxx, 586 pages) : illustrations (some color)Content type:
  • text
Media type:
  • computer
Carrier type:
  • online resource
ISBN:
  • 1799827437
  • 9781799827436
Subject(s): Genre/Form: Additional physical formats: Print version:: Handbook of research on disease prediction through data analytics and machine learning.DDC classification:
  • 616.0072/7 23
LOC classification:
  • R853.S7 H36 2021
NLM classification:
  • W 26.55.A7
Online resources:
Contents:
Tension type headache : IOT applications in healthcare using different biofeedback / Rohit Rastogi, Devendra Chaturvedi, Mayank Gupta -- Mathematical methods for analyzing ECG signals : ECG signal processing / D. Sudaroli -- Genetic data analysis / M. Shamila, Amit Tyagi -- AI techniques / Abhranil Gupta -- Chronic kidney disease prediction using data mining algorithms / Devesh Srivastava, Pradeep Tiwari -- Survey on fuzzy rule classification algorithms -- A case study on disease datasets : survey on fuzzy rule classification algorithms / Ramalingaswamy Cheruku -- Artificial bee colony based associative classifier for health care data diagnosis / Nandhini M., Sivanandam S.N., Renugadevi S. -- Sentimental analysis of Twitter using long short-term memory and gate recurrent unit / Suriya Sundaramoorthy, Suresh Sundaramoorthy, Anuja K.S., Sindhu K. -- Intelligent mental health analyzer by biofeedback : app and analysis / Rohit Rastogi, Devendra Chaturvedi, Mayank Gupta -- Strategic analysis in prediction of liver disease using different classification algorithms / Binish Khan, Piyush Shukla, Manish Ahirwar, Manish Mishra -- ECG image classification using deep learning approach / Pratik Kanani, Mamta Padole -- Texture segmentation and reatures of medical images / Ashwani Yadav, Raj Kumar, Archek Kumar -- Predictions models for healthcare using machine learning- a review / Sunita Sangwan, Ayushe Gangal, Peeyush Kumar, Anu Saini -- Survey on fuzzy rule classification algorithms a case study on disease datasets : survey on fuzzy rule classification algorithms a case study on disease datasets / Ramalingaswamy Cheruku, Rishab D.V.K.M., Sai Shiva Kalyan Challa, Srinivas Naik Nenavath -- Machine lerning perspective in cancer reserch / Aman Sharma, Rinkle Rani -- Evolution of data analytics in healthcare : evolution of data analytics in healthcare / Victer Paul, Harika Krishna -- Prediction models / Amit Tyagi -- Artificial Intelligence approaches to detect neurodegenerative disease from medical records : a perspective / Abhranil Gupta -- Application of AI for computer aided diagnosis system to detect brain rumor / Rahul Rajak, Poulomi Das, Arpita Das -- A pathway to differential modelling of Nipah virus / Dheva Rajan S. -- A scientific review on Alzheimer's disease (AD) : review on Alzheimer's disease / Rincy Yesudas, Vinothkumar Thirumalairaj, Ritu Rajput -- Application of machine learning to analyse biomedical signals for medical diagnosis / Upendra Kumar, Shashank Yadav -- Classification of diabetic retinopathy images using neural AI / Anoop Kadan -- Decision making system to improve patient care / Diviya Prabha, Rathipriya R. -- Role of text mining in disease prediction / Amit Tyagi, Sravanthi Reddy -- Diagnostic and prognosis of ultrasound fetal growth analysis using neuro-fuzzy based on genetic algorithm / Parminder Kaur, Prabhpreet Kaur, Gurvinder Singh -- Heart disease prediction using machine learning / Shiva Shanta B., Manikandan V.M. -- ACO_NB based hybrid prediction model for medical disease diagnosis / Manish Kumar.
Summary: "This book explores the use of data analytics algorithms and machine learning techniques for disease prediction"-- Provided by publisher.
List(s) this item appears in: statistics research methodology สถิติ วิจัย ระเบียบวิธีวิจัย (update2023)
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Holdings
Item type Current library Shelving location Call number Status Date due Barcode Item holds
Electronic Book Electronic Book Kuakarun Nursing Library Processing unit Online Access eb36054
Total holds: 0

Includes bibliographical references and index.

Tension type headache : IOT applications in healthcare using different biofeedback / Rohit Rastogi, Devendra Chaturvedi, Mayank Gupta -- Mathematical methods for analyzing ECG signals : ECG signal processing / D. Sudaroli -- Genetic data analysis / M. Shamila, Amit Tyagi -- AI techniques / Abhranil Gupta -- Chronic kidney disease prediction using data mining algorithms / Devesh Srivastava, Pradeep Tiwari -- Survey on fuzzy rule classification algorithms -- A case study on disease datasets : survey on fuzzy rule classification algorithms / Ramalingaswamy Cheruku -- Artificial bee colony based associative classifier for health care data diagnosis / Nandhini M., Sivanandam S.N., Renugadevi S. -- Sentimental analysis of Twitter using long short-term memory and gate recurrent unit / Suriya Sundaramoorthy, Suresh Sundaramoorthy, Anuja K.S., Sindhu K. -- Intelligent mental health analyzer by biofeedback : app and analysis / Rohit Rastogi, Devendra Chaturvedi, Mayank Gupta -- Strategic analysis in prediction of liver disease using different classification algorithms / Binish Khan, Piyush Shukla, Manish Ahirwar, Manish Mishra -- ECG image classification using deep learning approach / Pratik Kanani, Mamta Padole -- Texture segmentation and reatures of medical images / Ashwani Yadav, Raj Kumar, Archek Kumar -- Predictions models for healthcare using machine learning- a review / Sunita Sangwan, Ayushe Gangal, Peeyush Kumar, Anu Saini -- Survey on fuzzy rule classification algorithms a case study on disease datasets : survey on fuzzy rule classification algorithms a case study on disease datasets / Ramalingaswamy Cheruku, Rishab D.V.K.M., Sai Shiva Kalyan Challa, Srinivas Naik Nenavath -- Machine lerning perspective in cancer reserch / Aman Sharma, Rinkle Rani -- Evolution of data analytics in healthcare : evolution of data analytics in healthcare / Victer Paul, Harika Krishna -- Prediction models / Amit Tyagi -- Artificial Intelligence approaches to detect neurodegenerative disease from medical records : a perspective / Abhranil Gupta -- Application of AI for computer aided diagnosis system to detect brain rumor / Rahul Rajak, Poulomi Das, Arpita Das -- A pathway to differential modelling of Nipah virus / Dheva Rajan S. -- A scientific review on Alzheimer's disease (AD) : review on Alzheimer's disease / Rincy Yesudas, Vinothkumar Thirumalairaj, Ritu Rajput -- Application of machine learning to analyse biomedical signals for medical diagnosis / Upendra Kumar, Shashank Yadav -- Classification of diabetic retinopathy images using neural AI / Anoop Kadan -- Decision making system to improve patient care / Diviya Prabha, Rathipriya R. -- Role of text mining in disease prediction / Amit Tyagi, Sravanthi Reddy -- Diagnostic and prognosis of ultrasound fetal growth analysis using neuro-fuzzy based on genetic algorithm / Parminder Kaur, Prabhpreet Kaur, Gurvinder Singh -- Heart disease prediction using machine learning / Shiva Shanta B., Manikandan V.M. -- ACO_NB based hybrid prediction model for medical disease diagnosis / Manish Kumar.

"This book explores the use of data analytics algorithms and machine learning techniques for disease prediction"-- Provided by publisher.

Description based on online resource; title from digital title page (viewed on October 01, 2020).

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