Zeineb Safi

ORCID: 0000-0003-0526-8949
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About
Contact & Profiles
Research Areas
  • Mobile Health and mHealth Applications
  • Advanced Text Analysis Techniques
  • Text and Document Classification Technologies
  • AI in Service Interactions
  • Digital Mental Health Interventions
  • Topic Modeling
  • Electronic Health Records Systems
  • Preterm Birth and Chorioamnionitis
  • Maternal and Perinatal Health Interventions
  • Software Engineering Research
  • Technology Use by Older Adults
  • Bluetooth and Wireless Communication Technologies
  • Multi-Criteria Decision Making
  • Optimization and Mathematical Programming
  • Energy Harvesting in Wireless Networks
  • Educational Research and Analysis
  • Advanced Optimization Algorithms Research
  • Health Literacy and Information Accessibility
  • Maternal Mental Health During Pregnancy and Postpartum
  • Global Maternal and Child Health
  • Wireless Body Area Networks
  • Web Data Mining and Analysis
  • Survey Sampling and Estimation Techniques
  • Persona Design and Applications
  • Sentiment Analysis and Opinion Mining

Hamad bin Khalifa University
2019-2021

Qatar Foundation
2020

Qatar Airways (Qatar)
2020

Qatar University
2016-2018

Dialog agents (chatbots) have a long history of application in health care, where they been used for tasks such as supporting patient self-management and providing counseling. Their use is expected to grow with increasing demands on systems improving artificial intelligence (AI) capability. Approaches the evaluation care chatbots, however, appear be diverse haphazard, resulting potential barrier advancement field.This study aims identify technical (nonclinical) metrics by previous studies...

10.2196/18301 article EN cc-by Journal of Medical Internet Research 2020-05-04

Background Chatbots are applications that can conduct natural language conversations with users. In the medical field, chatbots have been developed and used to serve different purposes. They provide patients timely information be critical in some scenarios, such as access mental health resources. Since development of first chatbot, ELIZA, late 1960s, much effort has followed produce for various purposes ways. Objective This study aimed explore technical aspects methodologies associated field...

10.2196/19127 article EN cc-by Journal of Medical Internet Research 2020-12-18

Implantable Medical Devices (IMDs) is a promising new technology in the medical field to improve treatment of patients. IMDs are electronic devices implanted human body monitor or treat various sorts diseases different organs enhance poor functions parts. This article introduces problems designing (IMDs), from cybersecurity perspective. Older generations did not consider device security as prominent design goal. As result, existing market suffer vulnerabilities, that if exploited can have...

10.1109/comapp.2018.8460454 article EN 2018-08-01

Authentication of Hadiths (sayings Prophet Muhammad) is very important field for religious scholars as well historians. Authenticity verification traditionally conducted by studying how trustworthy each person in the narration chain. In this study, we propose a novel approach completely based on content Hadith. For category hadiths (authentic and non-authentic), create binary relation which correspond to objects words its attributes. Keywords are then obtained hierarchical ordering...

10.1109/aiccsa.2016.7945764 article EN 2016-11-01

This paper focuses on detecting inconsistencies within text corpora. It is a very interesting area with many applications. Most existing methods deal this problem using complicated textual analysis, which known for not being accurate enough. We propose new methodology that consists of two steps, the first one machine learning step performs multilevel categorization. The second applies conceptual reasoning predicted categories in order to detect inconsistencies. has been validated set Islamic...

10.1109/access.2016.2642402 article EN cc-by-nc-nd IEEE Access 2016-12-20

General practices (GPs) in England have recently introduced a nationwide electronic personal health record (ePHR) system called Patient Online or GP online services, which allows patients to view parts of their medical records, book appointments, and request prescription refills. Although this is free charge, its adoption rates are low. To improve patients' implementation success the system, it important understand factors affecting use system.The aim study explore perspectives ePHRs...

10.2196/17500 article EN cc-by Journal of Medical Internet Research 2021-01-13

Preterm deliveries have many negative health implications on both mother and child. Identifying the population level factors that increase risk of preterm is an important step in direction mitigating impact reducing frequency occurrence deliveries. The purpose this work to identify delivery their progression throughout pregnancy from a large collection Electronic Health Records (EHR).The study cohort includes about 60,000 USA with complete medical history EHR for diagnoses, medications...

10.1186/s13040-022-00298-7 article EN cc-by BioData Mining 2022-08-17

Text categorization is an important research field that finds many applications nowadays. It usually performed in two steps: feature extraction and classification. In the step, discriminating keywords are extracted order to distinguish between different categories of documents. classification fed a classifier detect category each document. this paper, we use hyper rectangle method which represents corpus documents using binary relation correspond objects words attributes. The extracts tree...

10.1109/aiccsa.2017.102 article EN 2017-10-01

Abstract Background : Preterm deliveries have many negative health implications on both mother and child. Identifying the population level factors that increase risk of preterm is an important step in direction mitigating impact reducing frequency occurrence deliveries. The purpose this work to identify delivery their progression throughout pregnancy from a large collection Electronic Health Records (EHR). Results study cohort includes more than 60,000 USA with complete medical history EHR...

10.21203/rs.3.rs-78033/v1 preprint EN cc-by Research Square (Research Square) 2020-09-28

This contribution was made possible by NPRP grant 06-1220-1-233 from the Qatar National Research Fund (a member of Foundation).

10.1166/asl.2017.8893 article EN Advanced Science Letters 2017-05-01

<sec> <title>BACKGROUND</title> Chatbots are applications that can conduct natural language conversations with users. In the medical field, chatbots have been developed and used to serve different purposes. They provide patients timely information be critical in some scenarios, such as access mental health resources. Since development of first chatbot, ELIZA, late 1960s, much effort has followed produce for various purposes ways. </sec> <title>OBJECTIVE</title> This study aimed explore...

10.2196/preprints.19127 preprint EN 2020-04-04

<sec> <title>BACKGROUND</title> Dialog agents (chatbots) have a long history of application in health care, where they been used for tasks such as supporting patient self-management and providing counseling. Their use is expected to grow with increasing demands on systems improving artificial intelligence (AI) capability. Approaches the evaluation care chatbots, however, appear be diverse haphazard, resulting potential barrier advancement field. </sec> <title>OBJECTIVE</title> This study...

10.2196/preprints.18301 preprint EN 2020-02-18

<sec> <title>BACKGROUND</title> General practices (GPs) in England have recently introduced a nationwide electronic personal health record (ePHR) system called Patient Online or GP online services, which allows patients to view parts of their medical records, book appointments, and request prescription refills. Although this is free charge, its adoption rates are low. To improve patients’ implementation success the system, it important understand factors affecting use system. </sec>...

10.2196/preprints.17500 preprint EN 2019-12-17
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