Ankica Babic

Orcid: 0000-0002-7532-6828

According to our database1, Ankica Babic authored at least 70 papers between 1992 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

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Bibliography

2024
A review on deep learning methods for heart sound signal analysis.
Frontiers Artif. Intell., 2024

Information Platform for Antibiotics.
Proceedings of the Digital Health and Informatics Innovations for Sustainable Health Care Systems, 2024

2023
Parralel Recurrent Convolutional Neural Network for Abnormal Heart Sound Classification.
Proceedings of the Caring is Sharing - Exploiting the Value in Data for Health and Innovation - Proceedings of MIE 2023, Gothenburg, Sweden, 22, 2023

User Needs of Young Czech Adults with Multiple Sclerosis in a Lifestyle App Design.
Proceedings of the Healthcare Transformation with Informatics and Artificial Intelligence, 2023

Recurrent vs Non-Recurrent Convolutional Neural Networks for Heart Sound Classification.
Proceedings of the Healthcare Transformation with Informatics and Artificial Intelligence, 2023

Patient Self-Monitoring Using Intelligent Phonocardiography on a Mobile Platform.
Proceedings of the Telehealth Ecosystems in Practice, 2023

2022
Impact of Electronic Medical Records Systems in Reporting HIV Health Data Indicators in Kenya.
Proceedings of the Challenges of Trustable AI and Added-Value on Health, 2022

Deep Time Growing Neural Network vs Convolutional Neural Network for Intelligent Phonocardiography.
Proceedings of the Advances in Informatics, Management and Technology in Healthcare, 2022

Designing a Dashboard for HIV-data Reporting Performance by Facilities: Case Study of Kenya.
Proceedings of the Advances in Informatics, Management and Technology in Healthcare, 2022

Information Technologies for Cognitive Decline.
Proceedings of the Advances in Informatics, Management and Technology in Healthcare, 2022

2021
Users' perception on factors contributing to electronic medical records systems use: a focus group discussion study in healthcare facilities setting in Kenya.
BMC Medical Informatics Decis. Mak., 2021

Evaluating performance of health care facilities at meeting HIV-indicator reporting requirements in Kenya: an application of K-means clustering algorithm.
BMC Medical Informatics Decis. Mak., 2021

Intellicor: Mobile Design for Monitoring Phonographic Signals.
Proceedings of the Informatics and Technology in Clinical Care and Public Health, 2021

A-Test Method for Quantifying Structural Risk and Learning Capacity of Supervised Machine Learning Methods.
Proceedings of the Informatics and Technology in Clinical Care and Public Health, 2021

2020
Data cleaning process for HIV-indicator data extracted from DHIS2 national reporting system: a case study of Kenya.
BMC Medical Informatics Decis. Mak., 2020

Integrating Socially Assistive Robots into Japanese Nursing Care.
Proceedings of the Digital Personalized Health and Medicine - Proceedings of MIE 2020, Medical Informatics Europe, Geneva, Switzerland, April 28, 2020

Distinguishing Septal Heart Defects from the Valvular Regurgitation Using Intelligent Phonocardiography.
Proceedings of the Digital Personalized Health and Medicine - Proceedings of MIE 2020, Medical Informatics Europe, Geneva, Switzerland, April 28, 2020

Health Facility Ownership Type and Performance on HIV Indicator Data Reporting in Kenya.
Proceedings of the Digital Personalized Health and Medicine - Proceedings of MIE 2020, Medical Informatics Europe, Geneva, Switzerland, April 28, 2020

2019
A usability design checklist for Mobile electronic data capturing forms: the validation process.
BMC Medical Informatics Decis. Mak., 2019

An artificial intelligent-based model for detecting systolic pathological patterns of phonocardiogram based on time-growing neural network.
Appl. Soft Comput., 2019

Establishing User Requirements for a Norwegian IBD Mobile Application.
Proceedings of the Health Informatics Vision: From Data via Information to Knowledge, 2019

Mobile VR-Application for Neck Exercises.
Proceedings of the Health Informatics Vision: From Data via Information to Knowledge, 2019

Lifestyle Intervention for Young Adults with MS: A Design Study.
Proceedings of the Health Informatics Vision: From Data via Information to Knowledge, 2019

An Edge Computing Method for Extracting Pathological Information from Phonocardiogram.
Proceedings of the Health Informatics Vision: From Data via Information to Knowledge, 2019

Analysis of Usage of Indicators by Leveraging Health Data Warehouses: A Literature Review.
Proceedings of the Health Informatics Vision: From Data via Information to Knowledge, 2019

Developing a Gamified First Aid Training Application for Children.
Proceedings of the Health Informatics Vision: From Data via Information to Knowledge, 2019

2018
Assessing Information Needs for a Personal Multiple Sclerosis Application.
Proceedings of the Building Continents of Knowledge in Oceans of Data: The Future of Co-Created eHealth, 2018

User Evaluation of a Multiple Sclerosis Self-Management Mobile Application.
Proceedings of the Data, 2018

Facilitators and Barriers of Electronic Medical Records Systems Implementation in Low Resource Settings: A Holistic View.
Proceedings of the Data, 2018

Data Collectors' Design Preferences for Mobile Electronic Data Capturing Forms.
Proceedings of the Data, 2018

Structural Risk Evaluation of a Deep Neural Network and a Markov Model in Extracting Medical Information from Phonocardiography.
Proceedings of the Data, 2018

Using Innovation-Decision Model to Describe the Adoption to Utilization of HIV-Data for Decision-Making in LMICs.
Proceedings of the Data, 2018

An Individual Patient Outcome Tool for Joint Replacement Patients.
Proceedings of the Data, 2018

2017
A Healthy Lifestyle Intervention Application.
Proceedings of the MEDINFO 2017: Precision Healthcare through Informatics, 2017

A Review of Current Patient Matching Techniques.
Proceedings of the Informatics Empowers Healthcare Transformation, 2017

Effect of Social Media in a mHealth Application.
Proceedings of the Informatics Empowers Healthcare Transformation, 2017

Usability in Mobile Electronic Data Collection Tools: Form Developers' Views.
Proceedings of the Informatics Empowers Healthcare Transformation, 2017

Designing a Safety Reporting Smartphone Application to Improve Patient Safety After Total Hip Arthroplasty.
Proceedings of the Informatics Empowers Healthcare Transformation, 2017

Medical Informatics Idle YouTube Potential.
Proceedings of the Informatics Empowers Healthcare Transformation, 2017

Intelligent Phonocardiography for Screening Ventricular Septal Defect Using Time Growing Neural Network.
Proceedings of the Informatics Empowers Healthcare Transformation, 2017

Critical Issues in Evaluating National-Level Health Data Warehouses in LMICs: Kenya Case Study.
Proceedings of the Informatics Empowers Healthcare Transformation, 2017

Pharmacovigilance Mobile Tool Design in the Field of Arhroplasty.
Proceedings of the Informatics Empowers Healthcare Transformation, 2017

2016
Identifying Dyscalculia Symptoms Related to Magnocellular Reasoning Using Smartphones.
Proceedings of the Unifying the Applications and Foundations of Biomedical and Health Informatics [ICIMTH 2016, 2016

Overcoming Constraints in Healthcare with Cloud Technology.
Proceedings of the Unifying the Applications and Foundations of Biomedical and Health Informatics [ICIMTH 2016, 2016

MagnoMath: Mobile Application for identifying Dyscalculia Symptoms related to Magnocellular Reasoning.
Proceedings of the AMIA 2016, 2016

2015
A pattern recognition framework for detecting dynamic changes on cyclic time series.
Pattern Recognit., 2015

2013
Cherry: Mobile Application for Children with Cancer.
Proceedings of the MEDINFO 2013, 2013

Mobile-Supported Life Charting for Bipolar Patients - User Requirements Study.
Proceedings of the MEDINFO 2013, 2013

2004
Synergy between medical informatics and bioinformatics: facilitating genomic medicine for future health care.
J. Biomed. Informatics, 2004

2002
Defending Clinician Values: Quality-in-use of Decision Support Systems for Thoracic Surgery.
Proceedings of the AMIA 2002, 2002

Case-base Reasoning in a Web-based Clinical Decision Support System for Thoracic Surgery.
Proceedings of the AMIA 2002, 2002

2001
Assessing Patient Information Needs as a Part of Man-Machine Dialogue Development.
Proceedings of the AMIA 2001, 2001

Clustering as a Data Mining Method in a Web-based System for Thorarcic Surgery.
Proceedings of the AMIA 2001, 2001

Help and Advisory System in a Web-based System for Data Mining.
Proceedings of the AMIA 2001, 2001

2000
Knowledge representation forms for data mining methodologies as applied in thoracic surgery.
Proceedings of the AMIA 2000, 2000

Liver guide for monitoring of chronic hepatitis C.
Proceedings of the AMIA 2000, 2000

Design of a Clinical Decision Support System for Assist Support Devices in Thoracic Surgery.
Proceedings of the AMIA 2000, 2000

1999
Quantitative Data Analysis for Exploring Outcomes in Cardiac Surgery.
Proceedings of the Medical Informatics Europe '99, Proceedings, Ljubljana, Slovenia, 1999

Quantitative Collagen as a Golden Standard in Differential Diagnosing of Fibrotic Changes in Liver Tissue.
Proceedings of the Medical Informatics Europe '99, Proceedings, Ljubljana, Slovenia, 1999

Take Care: Guidelines for Patients with Chronic Hepatitis C.
Proceedings of the Medical Informatics Europe '99, Proceedings, Ljubljana, Slovenia, 1999

Site Specific Outcomes Analysis: Inducing Knowledge from a Limited Set of the Cardiac Assist Support Data.
Proceedings of the Medical Informatics Europe '99, Proceedings, Ljubljana, Slovenia, 1999

Knowledge Discovery for Advanced Clinical Data Management and Analysis.
Proceedings of the Medical Informatics Europe '99, Proceedings, Ljubljana, Slovenia, 1999

Outcome Analysis for Improvements in Quality of Care and Patient Wellbeing Following Cardiac Artery Bypass Surgery.
Proceedings of the AMIA 1999, 1999

Take Care: Patient - Oriented Information System Regarding Chronic Hepatitis C.
Proceedings of the AMIA 1999, 1999

Aspects of certainty in patient classification using a health-related quality-of-life instrument in inflammatory bowel disease.
Proceedings of the AMIA 1999, 1999

Quality of Life Using Physiological Profile in Artery Bypass Surgery Patients.
Proceedings of the AMIA 1999, 1999

1998
Assessing an AI knowledge-base for asymptomatic liver diseases.
Proceedings of the AMIA 1998, 1998

1997
Convergent assessment of radiographic diagnostic systems.
Proceedings of the 10th IEEE Symposium on Computer-Based Medical Systems (CBMS '97), 1997

1992
Extraction of diagnostic rules using recursive partitioning systems: A comparison of two approaches.
Artif. Intell. Medicine, 1992

Comparison of the Rough Sets Approach and Probabilistic Data Analysis Techniques on a Common Set of Medical Data.
Proceedings of the Intelligent Decision Support, 1992


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