Network Modeling and Analysis in Health Informatics and Bioinformatics

Scope & Guideline

Exploring the future of health informatics through network analysis.

Introduction

Explore the comprehensive scope of Network Modeling and Analysis in Health Informatics and Bioinformatics through our detailed guidelines, including its aims and scope. Stay updated with trending and emerging topics, and delve into declining areas to understand shifts in academic interest. Our guidelines also showcase highly cited topics, featuring influential research making a significant impact. Additionally, discover the latest published papers and those with high citation counts, offering a snapshot of current scholarly conversations. Use these guidelines to explore Network Modeling and Analysis in Health Informatics and Bioinformatics in depth and align your research initiatives with current academic trends.
LanguageEnglish
ISSN2192-6662
PublisherSPRINGER WIEN
Support Open AccessNo
CountryUnited States
TypeJournal
Convergefrom 2012 to 2024
AbbreviationNETW MODEL ANAL HLTH / Netw. Model. Anal. Health
Frequency1 issue/year
Time To First Decision-
Time To Acceptance-
Acceptance Rate-
Home Page-
AddressPrinz-Eugen-Strasse 8-10, A-1040 Vienna, AUSTRIA

Aims and Scopes

The journal "Network Modeling and Analysis in Health Informatics and Bioinformatics" focuses on innovative methodologies and research that leverage network modeling and analysis techniques to address complex problems in health informatics and bioinformatics. It aims to bridge the gap between computational methods and practical applications in health and biological sciences.
  1. Network Biology and Pharmacology:
    Explores the interactions within biological networks, including protein-protein interaction (PPI) networks, and employs network pharmacology to identify drug targets and mechanisms of action.
  2. Artificial Intelligence and Machine Learning:
    Utilizes AI and machine learning techniques for diagnostic imaging, predictive modeling, and personalized medicine, enhancing the accuracy and efficiency of healthcare solutions.
  3. Deep Learning in Medical Imaging:
    Focuses on the application of deep learning algorithms to analyze medical images (e.g., MRI, CT, PET), improve diagnostic accuracy, and automate image segmentation.
  4. Computational Systems Biology:
    Investigates biological systems through computational modeling to understand disease mechanisms and identify therapeutic targets, often integrating multi-omics data.
  5. Epidemiological Modeling:
    Develops mathematical models to simulate disease spread, evaluate public health interventions, and predict outcomes in infectious diseases, particularly relevant in the context of pandemics.
  6. Bioinformatics and Genomics:
    Applies bioinformatics tools for genome analysis, including gene identification, functional annotation, and the exploration of genetic variations associated with diseases.
Recent publications in the journal reflect emerging trends and themes that are gaining traction, highlighting the dynamic nature of research in health informatics and bioinformatics.
  1. Explainable AI in Healthcare:
    There is a growing emphasis on explainable AI methods that enhance the interpretability of machine learning models, particularly in sensitive applications like healthcare diagnostics.
  2. Integration of Multi-Omics Data:
    Research increasingly focuses on integrating various omics data (genomics, proteomics, metabolomics) to gain comprehensive insights into complex health conditions and disease mechanisms.
  3. Telehealth and Digital Health Solutions:
    The COVID-19 pandemic has accelerated interest in telehealth technologies and digital health solutions, which are now a critical area of research for improving patient care and access to healthcare services.
  4. Network-Based Drug Discovery:
    Emerging studies are leveraging network-based approaches for drug discovery, focusing on identifying novel therapeutic targets and understanding drug interactions through network analyses.
  5. Biometric Data Analysis:
    There is a rising trend in utilizing biometric data for health monitoring and diagnosis, with applications in mental health, chronic disease management, and personalized healthcare.

Declining or Waning

As the journal's focus evolves, certain themes have shown a decline in prominence, reflecting shifts in research priorities and methodologies within the field.
  1. Traditional Statistical Methods:
    There has been a noticeable decrease in the use of conventional statistical approaches in favor of more advanced computational techniques and machine learning methodologies.
  2. Basic Laboratory Techniques:
    Research focusing solely on basic laboratory techniques without computational or modeling components is less frequently published, as the field increasingly emphasizes integrative and computational analyses.
  3. Generic Health Informatics Applications:
    Papers that deal with generic applications of health informatics, without a strong focus on network or computational approaches, are becoming less common as the field gravitates towards more specialized and innovative applications.

Similar Journals

IEEE Journal of Biomedical and Health Informatics

Advancing the Intersection of Technology and Healthcare
Publisher: IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INCISSN: 2168-2194Frequency: 6 issues/year

IEEE Journal of Biomedical and Health Informatics is a premier publication dedicated to advancing the field of biomedical and health informatics. Published by the esteemed IEEE-Inst Electrical Electronics Engineers Inc, this journal boasts a notable impact within various disciplines, ranking in the top quartile (Q1) across key categories such as Biotechnology, Computer Science Applications, Electrical and Electronic Engineering, Health Informatics, and Health Information Management as of 2023. With a strong Scopus ranking—placing it at #11 in Health Informatics and #6 in Health Information Management—it serves as a vital resource for cutting-edge research and innovative practices. Open Access options enhance accessibility, fostering collaboration among researchers, professionals, and students. Since its inception in 2013, the journal has been committed to publishing high-quality, peer-reviewed articles that explore the pivotal intersection between technology and healthcare, thereby contributing significantly to the evolution of medical practices and patient care.

BioData Mining

Connecting Researchers in the Evolving World of BioData
Publisher: BMCISSN: 1756-0381Frequency: 1 issue/year

BioData Mining is a distinguished open access journal published by BMC, focusing on the dynamic intersection of bioinformatics, computational mathematics, and molecular biology. Since its inception in 2008, this journal has provided a critical platform for researchers and professionals to publish their findings, contributing significantly to the collective knowledge in fields such as biochemistry, computational theory, and genetics. With a robust impact factor and a commendable h-index, BioData Mining continues to be a vital resource for academic and industrial advancements, ranked in the top quartiles in various categories according to the 2023 metrics. The journal's commitment to open access ensures that cutting-edge research is readily available to the global scientific community, thereby enhancing visibility and fostering collaboration among scholars. Whether you are a researcher, student, or practitioner, engaging with BioData Mining will equip you with relevant insights and developments in the fast-evolving realm of bioinformatics.

COMPUTATIONAL INTELLIGENCE

Driving Innovation in AI and Computational Mathematics
Publisher: WILEYISSN: 0824-7935Frequency: 6 issues/year

COMPUTATIONAL INTELLIGENCE is a prestigious, peer-reviewed journal published by Wiley, dedicated to advancing the field of artificial intelligence and computational mathematics since its inception in 1985. With an impressive track record reflected in its Q2 ranking in both the Artificial Intelligence and Computational Mathematics categories for 2023, this journal is a leading resource for researchers, professionals, and students seeking to explore cutting-edge methodologies, theories, and applications that underpin computational intelligence. The journal is indexed in Scopus, holding a remarkable rank of 18/189 in Computational Mathematics, placing it in the top 10% of its field, and ranks 111/350 in Artificial Intelligence. Although it does not offer open access, articles are readily accessible for institutions, ensuring a wide outreach within the academic community. With its commitment to fostering innovation and critical thought, COMPUTATIONAL INTELLIGENCE continues to be an essential platform for disseminating high-quality research that shapes the future of technology and mathematics.

Data Science and Engineering

Transforming research into real-world impact.
Publisher: SPRINGERNATUREISSN: 2364-1185Frequency: 4 issues/year

Data Science and Engineering is a premier open access journal published by SPRINGERNATURE, dedicated to advancing the fields of data science, artificial intelligence, computational mechanics, and information systems. Since its inception in 2016, this journal has rapidly established itself as a leader in the academic community, boasting an impressive Q1 ranking in multiple computer science categories, including Artificial Intelligence, Software, and Information Systems. With a commitment to disseminating high-quality research, it caters to a diverse audience of researchers, professionals, and students eager to explore the intersection of data and technology. The journal's robust global reach, combined with its respected reputation, empowers authors to share their findings widely, facilitating breakthroughs and innovations across the digital landscape. Join the vibrant community of scholars contributing to this integral field of study, and stay informed with the latest research by accessing the journal freely online.

Bioinformatics and Biology Insights

Advancing the intersection of biology and computation.
Publisher: SAGE PUBLICATIONS LTDISSN: 1177-9322Frequency: 1 issue/year

Bioinformatics and Biology Insights is a premier open-access journal dedicated to advancing the frontiers of bioinformatics and biology. Published by SAGE Publications Ltd, this journal is a leading platform for disseminating high-quality research that integrates computational methods with biological insights. Since its inception in 2007, the journal has garnered significant recognition, reflecting its commitment to excellence, as evidenced by its impressive impact factor and a strong presence across multiple quartiles in applied mathematics, biochemistry, and computational sciences. With a rank of Q1 in both Applied Mathematics and Computational Mathematics and various other notable rankings in related fields, it serves as an essential resource for researchers, professionals, and students seeking cutting-edge knowledge and innovations. The journal's open-access model ensures that findings are readily available, fostering collaboration and advancement in this dynamic field. Through its comprehensive scope and rigorous peer-review process, Bioinformatics and Biology Insights continues to play a pivotal role in shaping the future of biological research and computational methodologies.

Journal of Medical Signals & Sensors

Exploring the Future of Health Informatics
Publisher: WOLTERS KLUWER MEDKNOW PUBLICATIONSISSN: 2228-7477Frequency: 4 issues/year

Journal of Medical Signals & Sensors, published by Wolters Kluwer Medknow Publications, is a pioneering platform in the fields of Biomedical Engineering, Computer Science, and Health Informatics, focusing on innovative research and advancements in medical technology. With an Open Access policy since 2012, the journal promotes widespread dissemination of knowledge, aiming to facilitate the sharing of vital insights and developments among researchers, healthcare professionals, and students globally. The journal has achieved commendable rankings in its various categories, including Q3 in Biomedical Engineering and Radiology, underscoring its importance in advancing health technology and informatics. Its commitment to rigorous peer review ensures that published works are of the highest quality, making it a valuable resource for those engaged in cutting-edge medical research. With annual publications planned through 2024, the Journal of Medical Signals & Sensors continues to expand its influence and relevance in a rapidly evolving scientific landscape.

Biocybernetics and Biomedical Engineering

Advancing the Frontiers of Biomedical Innovation
Publisher: ELSEVIERISSN: 0208-5216Frequency: 4 issues/year

Biocybernetics and Biomedical Engineering, published by ELSEVIER in the Netherlands, is a prestigious journal that stands at the forefront of the intersecting fields of biomedical engineering and artificial intelligence. With an impressive Impact Factor that places it in the Q1 category for Biomedical Engineering, this journal not only ranks 17th out of 303 in Scopus but also boasts a remarkable percentile ranking of 94th, highlighting its influence and relevance within the scientific community. Since its inception in 2008, Biocybernetics and Biomedical Engineering has aimed to publish cutting-edge research that integrates principles of cybernetics with technological advancements in health care, thereby fostering innovations that improve patient outcomes. Dedicated to advancing knowledge in biomedical technology, the journal serves as a vital resource for researchers, professionals, and students seeking to explore the latest developments and methodologies in the field.

npj Systems Biology and Applications

Fostering Collaboration Across Biological Disciplines
Publisher: NATURE PORTFOLIOISSN: Frequency: 1 issue/year

npj Systems Biology and Applications, published by NATURE PORTFOLIO, is a premier open-access journal that has been at the forefront of the field since its inception in 2015. With a commendable focus on the interdisciplinary integration of applied mathematics, biochemistry, computer science, and drug discovery, the journal currently enjoys a Q1 ranking across multiple categories, showcasing its significant impact within the scientific community. In 2023, it ranked 70 out of 635 in Applied Mathematics and holds a notable place in the 89th percentile, confirming its esteemed reputation among researchers. Situated in the United Kingdom, this journal not only promotes innovative research in systems biology but also serves as an essential platform for the dissemination of high-quality studies that delve into modeling, simulation, and the application of biological systems in drug discovery processes. With an open-access model, authors can reach a broad audience, enhancing collaborations and advancing knowledge across disciplines, making it an indispensable resource for researchers, professionals, and students alike seeking to contribute to the evolving landscape of systems biology.

ANNALS OF BIOMEDICAL ENGINEERING

Catalyzing breakthroughs in biomedical research.
Publisher: SPRINGERISSN: 0090-6964Frequency: 12 issues/year

ANNALS OF BIOMEDICAL ENGINEERING is a premier journal in the field of biomedical engineering, published by Springer. Established in 1972, this journal has become a vital resource for researchers, professionals, and students engaged in the rapidly evolving domain of biomedical technology. With a commendable impact factor and ranked in the 76th percentile among its peers as per Scopus, it exemplifies excellence in disseminating critical research findings. The journal covers a broad scope of topics related to the integration of engineering principles with medical and biological sciences, facilitating innovations that enhance healthcare outcomes. Although open access is not offered in this journal, it remains an essential platform for scholarly communication, contributing to the continuous advancement of knowledge in biomedical engineering. ANNALS OF BIOMEDICAL ENGINEERING is not only a bridge for academics to share groundbreaking research but also an influential guide for practical applications in medicine and health technologies, making it a fundamental publication for its readership.

Applied Computing and Informatics

Exploring the Frontiers of Computer Science Applications
Publisher: EMERALD GROUP PUBLISHING LTDISSN: 2634-1964Frequency: 2 issues/year

Applied Computing and Informatics, published by Emerald Group Publishing Ltd, is a prominent open-access journal that has been serving the academic community since 2011. With a focus on advancing the fields of Computer Science Applications, Information Systems, and Software, this journal has established itself as a noteworthy publication, currently ranking in the Q3 quartile for each of its categories in 2023. The journal is particularly recognized for its commitment to disseminating high-quality research, as evidenced by its impressive Scopus rankings—placing it in the 92nd percentile for Computer Science Applications and the 91st percentile for both Information Systems and Software. Based in Saudi Arabia, it adopts a global perspective, inviting contributions from researchers worldwide. With its open-access policy, Applied Computing and Informatics ensures that cutting-edge research is accessible to a broad audience, fostering collaboration and innovation within the computing and informatics disciplines. This journal is an essential resource for academics, professionals, and students seeking to keep abreast of the latest trends and developments in their field.