International Journal of Healthcare Information Systems and Informatics (IJHISI) 16

International Journal of Healthcare Information Systems and Informatics (IJHISI) 16

Qiang (Shawn) Cheng (University of Kentucky, USA) and Joseph Tan (McMaster University, Canada)

Copyright: © 2021 |Volume: 16

ISSN: 1555-3396|EISSN: 1555-340X|EISBN13: 9781799859819|DOI: 10.4018/IJHISI.20211001

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MLA

Cheng, Qiang (Shawn)and Joseph Tan. "International Journal of Healthcare Information Systems and Informatics (IJHISI)." (2021). Web. 19 May. 2024. doi:10.4018/IJHISI.20211001

APA

Cheng, Q. & Tan, J. (2021). International Journal of Healthcare Information Systems and Informatics (IJHISI). doi:10.4018/IJHISI.20211001

Chicago

Cheng, Qiang (Shawn)and Joseph Tan. "International Journal of Healthcare Information Systems and Informatics (IJHISI)," (2021), accessed (May 19, 2024), doi:10.4018/IJHISI.20211001

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The International Journal of Healthcare Information Systems and Informatics (IJHISI) disseminates current technological innovations and applications in the emerging field of information systems and informatics applications in the healthcare industry while directing frameworks to advancing healthcare and clinical practices and research. This journal provides practitioners, educators, and researchers with an international collection of case studies, surveys, and empirical research using qualitative approaches as well as state-of-the-art reviews, papers, and books.

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Articles

Article

Transfer Learning for Highlighting Diagnosis in Pathological Anatomy Based on Immunohistochemistry (pages 1-23)

Mohamed Gasmi, Issam Bendib, Yasmina Benmabrouk

In the medical field, the diagnostic phase is the most important, as the entire treatment process will be based on this step. Oncological diseases such as breast cancer require a precise anatomopathological study accompanied most of...

Article

Predicting Estimated Blood Loss and Transfusions in Gynecologic Surgery Using Artificial Neural Networks (pages 1-15)

Steven Walczak, Emad Mikhail

This chapter explores valuating the efficacy of using artificial neural networks (ANNs) for predicting the estimated blood loss (EBL) and also transfusion requirements of myomectomy patients. All 146 myomectomy surgeries performed...

Article

Brain Tumour Segmentation in FLAIR MRI Using Sliding Window Texture Feature Extraction Followed by Fuzzy C-Means Clustering (pages 1-20)

Sanjay Saxena, Nitu Kumari, Swati Pattnaik

In this paper, a hybrid approach using sliding window mechanism followed by fuzzy c means clustering is proposed for the automated brain tumour extraction. The proposed method consists three phases. The first phase is used for...

Article

Computer-Aided Diagnosis for Spitzoid Lesions Classification Using Artificial Intelligence Techniques (pages 16-37)

Abir Belaala, Labib Sadek Terrissa, Noureddine Zerhouni, Christine Devalland

Spitzoid lesions may be largely categorized into Spitz Nevus, Atypical Spitz Tumors, and Spitz Melanomas. Classifying a lesion precisely as Atypical Spitz Tumors or AST is challenging and often requires the integration of clinical...

Article

The Nature and Role of Perceived Threats in User Resistance to Healthcare Information Technology: A Psychological Reactance Theory Perspective (pages 21-45)

Madison N. Ngafeeson, Joseph A. Manga

The efforts of the United States government in the past 15 years have included harnessing the power of health information technology (HIT) to improve legibility, lessen medical errors, keep costs low, and elevate the quality of...

Article

The Effect of Clustering in Filter Method Results Applied in Medical Datasets (pages 38-57)

Nadjla Elong, Sidi Ahmed Rahal

For a deeper and richer analytic processing of medical datasets, feature selection aims to eliminate redundant and irrelevant features from the data. While filter has been touted as one of the simplest methods for feature selection...

Article

Risk Reduction Privacy Preserving Approach for Accessing Electronic Health Records (pages 46-57)

V. K. Saxena, Shashank Pushkar

In the healthcare field, preserving privacy of the patient's electronic health records has been an elementary issue. Numerous techniques have been emerged to maintain privacy of the susceptible information. Acting as a first line...

Article

Doctors' Perceptions on the Use of Internet of Things Medical Devices (IOT-MDs) for Anemic Pregnant Women: A TAM2 Study (pages 58-80)

Reenal Jain, Vijayakumar Bharathi S.

Applying the extended technology acceptance model (TAM2), this research study examined the doctors' perceptions about acceptance of internet-of-things medical devices (IoT-MDs) technology to track and monitor the health of anemic...

Article

Dermatoscopy Using Multi-Layer Perceptron, Convolution Neural Network, and Capsule Network to Differentiate Malignant Melanoma From Benign Nevus (pages 58-73)

Shamik Tiwari

Epiluminescence microscopy, more simply, dermatoscopy, entails a process using imaging to examine skin lesions. Various sorts of skin ailments, for example, melanoma, may be differentiated via these skin images. With the adverse...

Article

Efficient Learning From Two-Class Categorical Imbalanced Healthcare Data (pages 81-100)

Lincy Mathews, Hari Seetha

When data classes are differently represented in one v. other data segment to be mined, it generates the imbalanced two-class data challenge. Many health-related datasets comprising categorical data are faced with the class imbalance...

Article

Localization in Wireless Sensor Networks for Accurate Event Detection (pages 74-88)

Amit Sharma, Pradeep Kumar Singh

Event detection at its initial stage is considerably most demanding and more importantly challenging to reduce the causes and damages. The GPS-enabled sensor nodes are possibly a solution for the location estimation, but having GPS...

Article

Estimation of Medication Dispensing Errors (MDEs) as Tracked by Passive RFID-Based Solution (pages 89-104)

Anas Mouattah, Khalid Hachemi

Errors from dispensing medicines, as part of medication errors, can have deadly consequences. Notwithstanding the occasional incidental reports, the impact of such errors remains significant given the high amount of medicines...

Article

An Efficient Method for Biomedical Word Sense Disambiguation Based on Web-Kernel Similarity (pages 1-14)

Mohammed Rais, Mohammed Bekkali, Abdelmonaime Lachkar

Searching for the best sense for a polysemous word remains one of the greatest challenges in the representation of biomedical text. To this end, Word Sense Disambiguation (WSD) algorithms mostly rely on an External Source of...

Article

An Empirical Comparative Analysis Using Machine Learning Techniques for Liver Disease Prediction (pages 1-12)

Mohammed Alghobiri, Hikmat Ullah Khan, Ahsan Mahmood

The human liver is one of the major organs in the body and liver disease can cause many problems in human live. Due to the increase in liver disease, various data mining techniques are proposed by the researchers to predict the liver...

Article

Exploring Important Aspects of Service Quality While Choosing a Good Doctor: A Mixed-Methods Approach (pages 1-23)

Adnan Muhammad Shah, Xiangbin Yan, Syed Asad Ali Shah, Rizwan Ullah

Online reviews generated by patients on physician rating Websites (PRWs) have recently received much attention from physicians and their patients. In these reviews, patients exchange opinions as a diverse set of topics regarding...

Article

A Blockchain-Based Distributed Authentication System for Healthcare (pages 1-14)

Soumyashree S. Panda, Debasish Jena, Priti Das

The use of digital health records, stricter health laws and the growing need for health records exchange points towards the need for an efficient security and privacy preserving mechanism. For Health Insurance management systems...

Article

Identifying Factors of Indian Health System and Their Influence for Providing Good Customer Care (pages 1-17)

Meenakshi Sood, Arun Aggarwal, Sahil Gupta, Sanjay Rastogi

Customer relationship management is important for any service industry as a satisfied customer is likely to remain loyal, spread publicity thereby ensuring profits to the organizations. Healthcare is an important and fast-growing...

Article

A Review on Negation Role in Twitter Sentiment Analysis (pages 1-19)

Itisha Gupta, Nisheeth Joshi

Negation is an important linguistic phenomenon that needs to be considered for identifying correct sentiments from the opinionated data available in digital form. It has the power to alter the polarity or strength of the polarity of...

Article

Virtual Interface With Kinect 3D Sensor for Interaction With Bedridden People: First Insights (pages 1-16)

Vítor Hugo Carvalho, José Eusébio

The human-machine interaction has evolved significantly in the last years, allowing a new range of opportunities for developing solutions for people with physical limitations. Natural user interfaces (NUI) allow bedridden and/or...

Article

Day-Level Forecasting for Coronavirus Disease (COVID-19) (pages 1-16)

Wael K. Hanna, Nouran M. Radwan

Corona virus (COVID-19) was recently spread quickly all over the world. Most infected people with the Corona virus may experience mild to moderate respiratory illness, but elderly people, and those with chronic diseases are more...

Article

Factors Influencing the Adoption Intention of Blockchain and Internet-of-Things Technologies for Sustainable Blood Bank Management (pages 1-21)

Sachin Kuberkar, Tarun Kumar Singhal

Owing chiefly to the lack of suitable technology solutions, India is experiencing both shortage and wastage of blood units. In addressing such a challenge, we explore the unique role of Blockchain and Internet-of-things technologies...

Article

Towards a Smart Healthcare System: An Architecture Based on IoT, Blockchain, and Fog Computing (pages 1-18)

Laila Fetjah, Kebira Azbeg, Ouail Ouchetto, Said Jai Andaloussi

With the rapid development in smart medical devices, Internet of things has a large applicability in healthcare sector. The current system is based on a centralized communication with cloud servers. However, this architecture...

Article

Security/Privacy Perceptions in Patient Use of Online Medical Records: Study From a Large National Survey (pages 1-18)

Surma Mukhopadhyay, Ramsankar Basak, Brian J. Reithel

Data breaches expose individuals to economic, mental, and social trauma. Electronic health information of individuals not only includes reports of medical diagnosis, medication histories but also comprises personally identifiable...

Article

Food Intake Vision-Based Recognition System via Histogram of Oriented Gradients and Support Vector Machine for Persons With Alzheimer's Disease (pages 1-19)

Haitham Asaad Al-Anssari, Ikhlas Abdel-Qader, Maureen Mickus

Due to cognitive decline, individuals with Alzheimer’s often suffer from malnutrition, forgetting to eat, even if food is presented. Therefore, assistance with feeding is needed. In this paper a vision-based system for monitoring of...

Article

Artificial Intelligence for Healthcare in India: Policy Initiatives, Challenges, and Recommendations (pages 1-11)

Sheshadri Chatterjee, Michael S. Dohan

The purpose of the paper is to provide an overview of the issues related to Artificial Intelligence (AI) applications in the Indian healthcare sector and provide input to policy makers. A qualitative approach has been used in this...

Article

Change Management Perceptions in Portuguese Hospital Institutions Through ITIL (pages 1-20)

Pedro Fernandes Anunciação, Nuno Santos Geada

Organizations function in complex, dynamic and unpredictable environments. Implementing changes must therefore be well planned, managed, and evaluated as such ongoing efforts link organizational performance to peer competitiveness...

Article

Adaptive Neuro-Fuzzy Inference Model for Monitoring Hypertension Risk (pages 1-32)

Ngozi Chidozie Egejuru, Oluwadare Ogunlade, Peter Adebayo Idowu, Adanze Onyenonachi Asinobi

This study presented a model to classify risk of hypertension using Adaptive Neuro-Fuzzy Inference System (ANFIS). In order to develop the model cardiologists from teaching hospitals in Nigeria were interviewed so as to identify...

Article

Factors Affecting User Intention to Pay via Online Medical Service Platform: Role of Misdiagnosis Risk and Timeliness of Response (pages 1-26)

Pinghao Ye, Liqiong Liu

With regard to platform performance and trust, we study the influencing factors of users’ intention to pay on an online medical service platform. Results of this paper will provide a new perspective for online medical service...

Article

Critical Success Factors of Business Intelligence Implementation in Thai Hospitals (pages 1-21)

Suwat Janyapoon, Jirapan Liangrokapart, Albert Tan

Business intelligence (BI) has become a popular among management executives of different industries. Many publications have mentioned Big Data and how to use data intelligently. However, little is known about how to successfully...

Article

A Novel Approach for Detection of Optic Disc and Lesion Location for Screening Diabetic Retinopathy (pages 1-21)

Aakanksha Mahajan, Vasudha Vashisht, Rohit Bansal

Diabetic Retinopathy is not typically perceivable in diabetic patients at the initial stage. Their first signs, like micro-aneurysms, often go unnoticed in preliminary testing by specialists. Additionally, its presence is difficult...

Article

Telepsychiatry: Access in Rural Areas (pages 1-14)

Briana M. Washington, Annie Robinson, Tonnie Chanell Mike, Morgan Ruley, Alberto Coustasse

Numerous challenges have limited access to mental health services in rural areas. Some of these barriers have included transportation, number of providers, poverty, and lack of insurance. The purpose of this review was to identify...

Article

End User Satisfaction With Cloud Computing: The Case of Hamad Medical Corporation in Qatar (pages 1-23)

Fatima Al-Qahtani, Emad Ahmed Abu-Shanab

Cloud computing assures a faster, cheaper and more efficient rendering of resources, which leads to huge popularity among businesses and specifically the health sector. The major objective of this research is to identify the benefits...

Article

The Case of Organizational Innovation Capability and Health Information Technology Implementation Success: As You Sow, So You Reap? (pages 1-27)

Rangarajan Parthasarathy, Monica Garfield, Anuradha Rangarajan, Justin L. Kern

Organizational innovation capability is defined as the ability to continuously transform knowledge and ideas into new products, processes and systems for the benefit of an organization and its stakeholders. This study examines the...

Article

Barriers and Facilitators to Using Smart Home Technologies to Support Older Adults: Perspectives of Three Stakeholder Groups (pages 1-14)

Turki Alzahrani, Michelle Hunt, Dick Whiddett

This research explores the principle barriers to and facilitators of the use of Smart Home Technology, telemonitoring and telemedicine systems to support healthcare and enable older adults to maintain their independence. The research...

Article

A Data Representation Model for Personalized Medicine (pages 1-25)

Hafid Kadi, Mohammed Rebbah, Boudjelal Meftah, Olivier Lézoray

Personalized medicine exploits the patient data, for example, genetic compositions, and key biomarkers. During the data mining process, the key challenges are the information loss, the data types heterogeneity and the time series...

Article

Managing E-Patient Case Notes in Tertiary Hospitals: A Sub-Saharan African Experience (pages 1-19)

Emmanuel Ajayi Olajubu, Ezekiel Aliyu, Adesola Ganiyu Aderounmu, Kamagate Beman Hamidja

Telemedicine is the use of information and communication technologies to extend healthcare work to the vulnerable in the rural areas. It is unfortunate that telemedicine is yet to be deployed in sub Sahara Africa where there is acute...

Article

Compression of PPG Signal Through Joint Technique of Auto-Encoder and Feature Selection (pages 1-15)

Sunil Kumar K. N., Shiva Shankar, Keshavamurthy

PPG signal utilize the light-based method to sense the blood-flow-rate as controlled by the actions of heart’s pumping. It is extensively utilized in the healthcare with application ranging from the pulse oximetry in the serious care...

Article

Haar Wavelet Pyramid-Based Melanoma Skin Cancer Identification With Ensemble of Machine Learning Algorithms (pages 1-15)

Sudeep D. Thepade, Gaurav Ramnani

Melanoma is a mortal type of skin cancer. Early detection of melanoma significantly improves the patient’s chances of survival. Detection of melanoma at an early juncture demands expert doctors. The scarcity of such expert doctors is...

Article

Diabetes Prediction Using Enhanced SVM and Deep Neural Network Learning Techniques: An Algorithmic Approach for Early Screening of Diabetes: (pages 1-20)

P. Nagaraj, P. Deepalakshmi

Diabetes, caused by the rise in level of glucose in blood, has many latest devices to identify from blood samples. Diabetes, when unnoticed, may bring many serious diseases like heart attack, kidney disease. In this way, there is a...

Article

A Novel Machine Learning-Based Approach for Outlier Detection in Smart Healthcare Sensor Clouds (pages 1-26)

Rajendra Kumar Dwivedi, Rakesh Kumar, Rajkumar Buyya

A smart healthcare sensor cloud is an amalgamation of the body sensor networks and the cloud that facilitates the early diagnosis of diseases and the real-time monitoring of patients. Sensitive data of the patients which are stored...

Article

Promoting Mobile Health Adoption to Hospital Patients Through Social Influencers: A Multi-Group Analysis Among Patients With High vs. Low Hospital Usage (pages 1-15)

Daisy Lee, Gary C.H. Chong

Mobile health (mHealth) plays a key role in improving healthcare interventions by engaging patients in healthcare management. Still, there is a paucity of empirical studies on the extent to which mHealth adoption could be effectively...

Article

Deep Learning Approach for Voice Pathology Detection and Classification (pages 1-30)

Vikas Mittal, R. K. Sharma

A non-invasive cum robust voice pathology detection and classification architecture is proposed in the current manuscript. In place of the conventional feature-based machine learning techniques, a new architecture is proposed herein...

Article

A Two-Stage Registration Method for Dental Volumetric Data and Mesh Data (pages 1-15)

Shuai Yang, Wenjing Shi, Yongzhen Ke, Yongjiang Xue

Dental computed tomography (CT) images and optical surface scan data are widely used in dental computer-aided design systems. Registration is essential if they are used in software systems. Existing automatic registration methods are...

Article

Classification of Parkinson Disease Based on Analysis and Synthesis of Voice Signal (pages 1-22)

Vikas Mittal, R. K. Sharma

The most important application of voice profiling is pathological voice detection. Parkinson's disease is a chronic neurological degenerative disease affecting the central nervous system responsible for essentially progressive...

Article

Towards Detecting Dementia via Deep Learning (pages 1-17)

Deepika Bansal, *Kavita Khanna, Rita Chhikara, Rakesh Kumar Dua, Rajeev Malini

Dementia is a brain disorder that causes loss of memory leading to disruption in the normal course of life of an individual. It is emerging as a global health problem in adults with age 65 years or above. Early diagnosis of dementia...

Article

Post Thoracic Surgery Life Expectancy Prediction Using Machine Learning (pages 1-20)

Akshaya Ravichandran, Krutika Mahulikar, Shreya Agarwal, Suresh Sankaranarayanan

Lung cancer survival rate is very limited post-surgery irrespective it is “small cell and non-small cell”. Lot of work have been carried out by employing machine learning in life expectancy prediction post thoracic surgery for...

Article

Posts Characterization and User Engagement: A Preliminary Study on a Mental Health Facebook Page in New Zealand (pages 1-18)

Anushia Inthiran

Many health organizations use Facebook as a platform to engage with users. This has resulted in many research studies conducted on this platform. One popular type of research study is to characterize posts and measure user engagement...

Article

Telemedicine Adoption in India: Identifying Factors Affecting Intention to Use (pages 1-18)

Vanita Singh, Vedant Dev

COVID-19 pandemic mandates the transformation of the traditional healthcare delivery model from facility-based to virtual care worldwide. The use of technology in delivering health care has always been debated and faces challenges as...

Article

A Survey on a Skin Disease Detection System (pages 1-17)

Md. Al Mamun, Mohammad Shorif Uddin

Skin diseases are frequent and quite perennial in the world, and in some cases, these lead to cancer. These are curable if detected earlier and treated appropriately. An automated image-based detection system consisting of four main...

Article

Melanoma Detection From Lesion Images Using Optimized Features Selected by Metaheuristic Algorithms (pages 1-22)

Soumen Mukherjee, Arunabha Adhikari, Madhusudan Roy

This paper deals with a simple but efficient method for detection of deadly malignant melanoma with optimized hand-crafted feature sets selected by three alternative metaheuristic algorithms, namely Particle Swarm Optimization (PSO)...

Article

Blockchain Application Design and Algorithms for Traceability in Pharmaceutical Supply Chain (pages 1-18)

Vikram Bali, Pawan Soni, Tejaswi Khanna, Shivam Gupta, Shivi Chauhan, Shivani Gupta

Blockchain technology has garnered attention from stakeholders in many domains, including healthcare, governance and supply chain management. In the context of healthcare, traceability of pharmaceutical drugs in a transparent yet...

Article

Analysis and Design Process for Predicting and Controlling Blood Glucose in Type 1 Diabetic Patients: A Requirements Engineering Approach (pages 1-29)

Ishaya Peni Gambo, Rhodes Massenon, Babatope A. Kolawole, Rhoda Ikono

Engineering smart software that can monitor, predict, and control blood glucose is critical to improving patients' quality of treatments with type 1 Diabetic Mellitus (T1DM). However, ensuring a reasonable glycemic level in...

Article

Dynamic Contact Network Simulation Model Based on Multi-Agent Systems (pages 1-21)

Fatima-Zohra Younsi, Djamila Hamdadou

Epidemic spread poses a new challenge to the public health community. Given its very rapid spread, public health decision makers are mobilized to fight and stop it by setting disposal several tools. This ongoing research aims to...

Article

Investigation of Cloud ERP Adoption in the Healthcare Industry Through Technology-Organization-Environment (TOE) Framework: Qualitative Study (pages 1-14)

Uzay Damali, Mehmet Kocakulah, Ahmet Semih Ozkul

There is an accelerated migration from on-premise ERP to Cloud ERP systems in many industries, but this transition is relatively slow in the healthcare industry. To address this concern, we developed a research model based on...

Article

Exploring the Impact of Government Interventions on COVID-19 Pandemic Spread in Kuwait (pages 1-19)

Sana S. BuHamra, Jehad Al Dallal

To model the trajectory of the pandemic in Kuwait from February 24, 2020 to February 28, 2021, we used two modeling procedures: Auto Regressive Integrated Moving Average (ARIMA) with structural breaks and Multivariate Adaptive...

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