Journal Contents: International Journal of Big Data and Analytics in Healthcare (IJBDAH)

Volume 6 (2021)
Issue 1
Special Issue on Scope and Future of Machine Learning, Artificial Intelligence, and Big Data Analytics in Healthcare
Guest Editorial Preface
Sunil Pathak (Department of Computer Science and Engineering, Amity University, Jaipur, India), Sonal Amit Jain (Department of Computer Science and Engineering, J. K. Lakshmipat University, Jaipur, India), Samarjeet Borah (Department of Computer Applications, Sikkim Manipal Institute of Technology, India)
Article 1
A Novel Framework of Health Monitoring Systems (pages 1-14)
Sonam Gupta (Ajay Kumar Garg Engineering College, Ghaziabad, India), Lipika Goel (Ajay Kumar Garg Engineering College, Ghaziabad, India), Abhay Kumar Agarwal (Kamla Nehru Institute of Technology, Ratan Pur, India)
Article 2
An Innovative Approach to Solve Healthcare Issues Using Big Data Image Analytics (pages 15-25)
Ramesh R. (Kalaignarkarunanidhi Institute of Technology, Coimbatore, India), Udayakumar E. (Kalaignarkarunanidhi Institute of Technology, Coimbatore, India), Srihari K. (SNS College of Engineering, Coimbatore, India), Sunil Pathak P. (Amity School of Engineering and Technology, Amity University, Noida, India)
Article 3
Bayesian Kernel Methods: Applications in Medical Diagnosis Decision-Making Processes (A Case Study) (pages 26-39)
Arti Saxena (Manav Rachna International Institute of Research and Studies, Faridabad, India), Vijay Kumar (Manav Rachna International Institute of Research and Studies, Faridabad, India)
Article 4
Analysis of Heart Disease Using Parallel and Sequential Ensemble Methods With Feature Selection Techniques: Heart Disease Prediction (pages 40-56)
Dhyan Chandra Yadav (Veer Bahadur Singh Purvanchal University, Jaunpur, India), Saurabh Pal (Veer Bahadur Singh Purvanchal University, Jaunpur, India)
Issue 2
Volume 5 (2020)
Issue 1
Article 1
A Brief Survey on Big Data in Healthcare (pages 1-18)
Ebru Aydindag Bayrak (Istanbul University-Cerrahpaşa, Turkey), Pinar Kirci (Bursa Uludağ University, Turkey)
Article 2
Big Data Analytics in Healthcare: Applications and Challenges (pages 19-27)
Jaimin Navinchandra Undavia (Smt. Chandaben Mohanbhai Patel Institute of Computer Applications, India), Atul Manubhai Patel (Smt. Chandaben Mohanbhai Patel Institute of Computer Applications, India)
Article 3
Smart Healthcare Apps for Quality Cancer Patient Support (pages 28-48)
Angelina Kouroubali (Institute of Computer Science, Foundation for Research and Technology-Hellas (FORTH-ICS), Greece), Lefteris Koumakis (Institute of Computer Science, Foundation for Research and Technology-Hellas (FORTH-ICS), Greece), Haridimos Kondylakis (Institute of Computer Science, Foundation for Research and Technology-Hellas (FORTH-ICS), Greece), Dimitrios G. Katehakis (Institute of Computer Science, Foundation for Research and Technology-Hellas (FORTH-ICS), Greece)
Article 4
Improvisation of Cleaning Process on Tweets for Opinion Mining (pages 49-59)
Arpita Grover (Kurukshetra University, India), Pardeep Kumar (Kurukshetra University, Kurukshetra, India), Kanwal Garg (Kurukshetra University, Kurukshetra, India)
Issue 2
Article 1
Cardiovascular Risk Detection Through Big Data Analysis (pages 1-11)
Miguel A. Sánchez-Acevedo (Universidad de la Cañada, Mexico & Universidad Popular Autónoma del Estado de Puebla, Mexico), Zaydi Anaí Acosta-Chi (Universidad de la Cañada, Mexico), Ma. del Rocío Morales-Salgado (Universidad Popular Autónoma del Estado de Puebla, Mexico)
Article 2
Big Data Applications in Healthcare Administration (pages 12-37)
Joseph E. Kasten (Pennsylvania State University, York, USA)
Article 3
Fuzzy Logic-Based Predictive Model for the Risk of Sexually Transmitted Diseases (STD) in Nigeria (pages 38-57)
Jeremiah A. Balogun (Mountain Top University, Nigeria), Florence Alaba Oladeji (University of Lagos, Nigeria), Olajide Blessing Olajide (Federal University, Wukari, Nigeria), Adanze O. Asinobi (University of Ibadan, Nigeria), Olayinka Olufunmilayo Olusanya (Computer Science Department, Tai Solarin University of Education, Nigeria), Peter Adebayo Idowu (Department of Computer Science and Engineering, Obafemi Awolowo University, Nigeria)
Article 4
An Article on Big Data Analytics in Healthcare Applications and Challenges (pages 58-64)
Jaimin Navinchandra Undavia (Smt. Chandaben Mohanbhai Patel Institute of Computer Applications, India), Atul Manubhai Patel (Smt. Chandaben Mohanbhai Patel Institute of Computer Applications, India)
Article 5
COVID-19 Deaths Previsions With Deep Learning Sequence Prediction: Bacille Calmette-Guérin (BCG) and Tuberculosis Track (pages 65-77)
Heni Bouhamed (Department of Computer Science, Faculty of Economics and Management, Sfax University, Sfax, Tunisia & Advanced Technologies for Image and Signal Processing Unit (ATISP, Enet'com Sfax), Sfax, Tunisia)
Volume 4 (2019)
Issue 1
Article 1
Article 2
Measuring the Quality of Healthcare Services in Bangladesh (pages 15-31)
Fahima Khanam (European University of Bangladesh, Dhaka, Bangladesh), Nayem Rahman (Portland State University, Portland, USA)
Article 3
Wearable Devices Data for Activity Prediction Using Machine Learning Algorithms (pages 32-46)
Lakshmi Prayaga (University of West Florida, Pensacola, USA), Krishna Devulapalli (Indian Institute of Chemical Technology, Secunderabad, India), Chandra Prayaga (University of West Florida, Pensacola, USA)
Article 4
Proximate Breast Cancer Factors Using Data Mining Classification Techniques (pages 47-56)
Alice Constance Mensah (Accra Technical University, Accra, Ghana), Isaac Ofori Asare (Vita Verde Consult, Accra, Ghana)
Article 5
User-Independent Detection for Freezing of Gait in Parkinson's Disease Using Random Forest Classification (pages 57-72)
Amruta Meshram (University of Massachusetts, Dartmouth, USA), Bharatendra Rai (University of Massachusetts, Dartmouth, USA)
Issue 2
Article 1
A Machine Learning-Based Intelligent System for Predicting Diabetes (pages 1-20)
Nabila Shahnaz Khan (Department of Computer Science and Engineering, Military Institute of Science and Technology (MIST), Dhaka, Bangladesh), Mehedi Hasan Muaz (Department of Computer Science and Engineering, Military Institute of Science and Technology (MIST), Dhaka, Bangladesh), Anusha Kabir (Department of Computer Science and Engineering, Military Institute of Science and Technology (MIST), Dhaka, Bangladesh), Muhammad Nazrul Islam (Department of Computer Science and Engineering, Military Institute of Science and Technology (MIST), Dhaka, Bangladesh)
Article 2
Application of Machine Learning and Artificial Intelligence Techniques for IVF Analysis and Prediction (pages 21-33)
Satya Kiranmai Tadepalli (Chaitanya Bharathi Institute of Technology, Hyderabad, India), P.V. Lakshmi (GITAM Deemed to be University, Visakhapatnam, India)
Article 3
Artificial Intelligent Embedded Doctor (AIEDr.): A Prospect of Low Back Pain Diagnosis (pages 34-56)
Sumit Das (JIS College of Engineering, West Bengal, India), Manas Kumar Sanyal (University of Kalyani, Kalyani, India), Debamoy Datta (JIS College of Engineering, West Bengal, India)
Volume 3 (2018)
Issue 1
Article 1
Prediction of Heart Disease Using Random Forest and Rough Set Based Feature Selection (pages 1-12)
Indu Yekkala (Vardhaman College of Engineering, Hyderabad, India), Sunanda Dixit (Dayananda Sagar College of Engineering, Banglore, India)
Article 2
Predictive Modeling of Surgical Site Infections Using Sparse Laboratory Data (pages 13-26)
Prabhu RV Shankar (University of California Davis, Sacramento, USA), Anupama Kesari (Department of Information Science and Engineering, Sri Jayachamarajendra College of Engineering, Mysuru, India), Priya Shalini (Department of Information Science and Engineering, Sri Jayachamarajendra College of Engineering, Mysuru, India), N. Kamalashree (Department of Information Science and Engineering, Sri Jayachamarajendra College of Engineering, Mysuru, India), Charan Bharadwaj (Sri Jayachamarajendra College of Engineering, Mysuru, India), Nitika Raj (Sri Jayachamarajendra College of Engineering, Mysuru, India), Sowrabha Srinivas (Sri Jayachamarajendra College of Engineering, Mysuru, India), Manu Shivakumar (State University of New York at Buffalo, Buffalo, USA), Anand Raj Ulle (Department of Information Science and Engineering, Sri Jayachamarajendra College of Engineering, Mysuru, India), Nagabhushana N. Tagadur (Sri Jayachamarajendra College of Engineering, Mysuru, India)
Article 3
Voluntary Reporting of Performance Data: Should it Measure the Magnitude of Events and Change? (pages 27-37)
Vahé A. Kazandjian (The Johns Hopkins University, Baltimore, USA)
Article 4
Data Mining Problems Classification and Techniques (pages 38-57)
Nayem Rahman (Portland State University, Portland, USA)
Issue 2
Article 1
Prediction of Heart Diseases Using Data Mining Techniques: Application on Framingham Heart Study (pages 1-9)
Nancy Masih (Chitkara University, Punjab, Chandigarh, India), Sachin Ahuja (Chitkara University, Punjab, Chandigarh, India)
Article 2
Effective E-Healthcare System: Cache Invalidation Mechanisms for Wireless Data Access in Mobile Cloud Computing (pages 10-27)
Harshit Sinha (Amity University Uttar Pradesh, Noida, India), Gaurav Raj (Amity University Uttar Pradesh, Noida, India), Tanupriya Choudhury (University of Petroleum and Energy Studies (UPES) Dehradun, India), Praveen Kumar (Amity University Uttar Pradesh, Noida, India)
Article 3
Unstructured Healthcare Data Archiving and Retrieval Using Hadoop and Drill (pages 28-44)
Hang Yue (Johns Hopkins Healthcare LLC, Baltimore, USA)
Article 4
Real Time Analysis Based on Intelligent Applications of Big Data and IoT in Smart Health Care Systems (pages 45-61)
Mamata Rath (Department of Computer Sc and Engineering, C.V. Raman College of Engineering, India)
Volume 2 (2017)
Issue 1
Article 1
A Survey on Prediction Using Big Data Analytics (pages 1-15)
M. Supriya (Anna University, Chennai, India), A.J. Deepa (Ponjesly College of Engineering, Kaniyakumari, India)
Article 2
A Multi-Objective Ensemble Method for Class Imbalance Learning: Application in Prediction of Life Expectancy Post Thoracic Surgery (pages 16-34)
Sajad Emamipour (Sharif University of Technology, Tehran, Iran), Rasoul Sali (Sharif University of Technology, Tehran, Iran), Zahra Yousefi (Sharif University of Technology, Tehran, Iran)
Article 3
Conceptual View on Healthcare Digitalization: An Extended Thematic Analysis (pages 35-54)
Robert Furda (Department of Information Systems, Faculty of Management, Comenius University, Bratislava, Slovakia), Michal Gregus (Department of Information Systems, Faculty of Management, Comenius University, Bratislava, Slovakia)
Issue 2
Article 1
Big Data, 3D Printing Technology, and Industry of the Future (pages 1-20)
Micheal Omotayo Alabi (University of the Witwatersrand, Johannesburg, South Africa)
Article 2
Prediction Length of Stay with Neural Network Trained by Particle Swarm Optimization (pages 21-38)
Azadeh Oliyaei (Iran University of Science and Technology, Tehran, Iran), Zahra Aghababaee (Sharif University of Technology, Tehran, Iran)
Article 3
EMG-Based Mobile Assessment System for Neck and Shoulder Fatigue (pages 39-50)
Pei Lun Lai (National Taiwan Normal University, Taipei, Taiwan), Hsiu-Sen Chiang (National Taichung University of Science and Technology, Taichung, Taiwan), Qi-An Huang (National Taichung University of Science and Technology, Taichung, Taiwan)
Volume 1 (2016)
Issue 1
Article 1
Towards Clinical and Operational Efficiency through Healthcare Process Analytics (pages 1-17)
Vassiliki Koufi (Department of Digital Systems, University of Piraeus, Piraeus, Greece), Flora Malamateniou (Department of Digital Systems, University of Piraeus, Piraeus, Greece), George Vassilacopoulos (Department of Digital Systems, University of Piraeus, Piraeus, Greece)
Article 2
Challenges in Clinical Data Linkage in Australia: Perspective of Spinal Cord Injury (pages 18-29)
Jane Dominique Moon (University of Melbourne, Melbourne, Australia), Megan Bohensky (Royal Melbourne Hospital, University of Melbourne, Melbourne, Australia), Mary Galea (Department of Medicine, Royal Melbourne Hospital, University of Melbourne, Melbourne, Australia)
Article 3
Focused Error Analysis: Examples from the Use of the SHEEP Model (pages 30-48)
Deborah J. Rosenorn-Lanng (Royal Berkshire NHS Foundation Trust, Reading, UK & Informatics Research Centre, Henley Business School, University of Reading, Reading, UK), Vaughan A. Michell (Informatics Research Centre, Henley Business School, University of Reading, Reading, UK & Royal Berkshire NHS Foundation Trust, Reading, UK)
Article 4
Application of Geographical Information System and Interactive Data Visualization in Healthcare Decision Making (pages 49-58)
Zhecheng Zhu (National Healthcare Group, Singapore, Singapore)