Network Modeling and Analysis in Health Informatics and Bioinformatics
Scope & Guideline
Pioneering research at the crossroads of bioinformatics and health.
Introduction
Aims and Scopes
- 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. - 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. - 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. - Computational Systems Biology:
Investigates biological systems through computational modeling to understand disease mechanisms and identify therapeutic targets, often integrating multi-omics data. - 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. - Bioinformatics and Genomics:
Applies bioinformatics tools for genome analysis, including gene identification, functional annotation, and the exploration of genetic variations associated with diseases.
Trending and Emerging
- 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. - 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. - 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. - 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. - 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
- 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. - 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. - 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
Intelligent Medicine
Empowering global collaboration in health informatics.Intelligent Medicine, published by Elsevier, is a leading open-access journal dedicated to advancing the fields of Artificial Intelligence, Biomedical Engineering, Health Informatics, and related areas within Medicine. Since its inception in 2021, it has quickly established itself among the top tier of academic publications, holding a commendable Q2 ranking in several categories, including a rank of #51 in Health Informatics and #104 in Medicine (Miscellaneous) as of 2023. The journal aims to disseminate innovative research that harnesses AI technologies to improve healthcare outcomes, bridging the gap between cutting-edge technology and medical practice. With its open-access model, Intelligent Medicine ensures broad dissemination of research findings, facilitating collaboration and knowledge sharing among researchers, practitioners, and students globally. Located in Amsterdam, Netherlands, this journal plays a pivotal role in shaping the future of intelligent healthcare solutions, inviting submissions that push the boundaries of conventional medicine through creative and impactful research.
Biocybernetics and Biomedical Engineering
Charting New Territories in Biomedical AdvancementsBiocybernetics 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.
Bioinformatics and Biology Insights
Bridging computational methods with biological breakthroughs.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.
Acta Universitatis Sapientiae Informatica
Exploring New Horizons in Computer ScienceActa Universitatis Sapientiae Informatica, published by SCIENDO, is an esteemed open-access journal in the field of computer science and informatics. Since its transition to open access in 2013, the journal has fostered an inclusive academic environment that allows researchers, professionals, and students to freely access cutting-edge research and innovations. With its ISSN 1844-6086 and E-ISSN 2066-7760, Acta Universitatis Sapientiae Informatica aims to disseminate high-quality scholarly articles that cover a broad scope of topics ranging from theoretical foundations to practical applications in informatics. Located in Warsaw, Poland, the journal serves as an essential platform for advancing the discourse in computer science, thus playing a critical role in both regional and international research communities.
BIOINFORMATICS
Advancing the Frontiers of Bioinformatics ResearchBIOINFORMATICS, published by Oxford University Press, is a leading journal in the realms of biochemistry, computational mathematics, and computer science, with a notable impact factor that underscores its significance in the field. Since its inception in 1985 and continuing through its expected convergence in 2024, the journal has maintained a prestigious reputation, proudly residing in the Q1 category across multiple disciplines, including molecular biology and statistics. With a Scopus ranking placing it within the top percentiles of its categories, BIOINFORMATICS serves as an essential platform for disseminating high-quality research that advances knowledge and innovation at the intersection of biology and computational sciences. This journal not only offers both subscription and open access options, ensuring wider availability of its cutting-edge research, but it has also become a crucial resource for researchers, professionals, and students aiming to stay at the forefront of bioinformatics and related fields. Explore the latest findings and trends that define the future of biological research through this esteemed publication, any inquiries regarding the journal can be directed to its offices located at Great Clarendon St, Oxford OX2 6DP, England.
COMPUTATIONAL INTELLIGENCE
Shaping Tomorrow's Technologies through Rigorous ResearchCOMPUTATIONAL 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.
Journal of Medical Signals & Sensors
Advancing Biomedical Technology for a Healthier TomorrowJournal 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.
BioData Mining
Innovating Bioinformatics for a Better TomorrowBioData 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.
Current Bioinformatics
Innovating Computational Techniques for Biological InsightsCurrent Bioinformatics, an esteemed journal published by Bentham Science Publishers Ltd, serves as a pivotal platform for the dissemination of cutting-edge research in the fields of bioinformatics, biochemistry, computational mathematics, genetics, and molecular biology. With an ISSN of 1574-8936 and an E-ISSN of 2212-392X, this journal has established itself as a vital resource for researchers, professionals, and students keen on exploring interdisciplinary approaches to biological data analysis. Its prominence is reflected in its quartile rankings for 2023, where it stands in Q3 for biochemistry and computational mathematics, alongside Q4 rankings in genetics and molecular biology. Current Bioinformatics, located in the United Arab Emirates and converging from 2007 to 2024, aims to foster innovation in the field by presenting original research articles, reviews, and case studies that drive forward our understanding of complex biological systems through computational techniques. This journal is an integral resource for those wishing to stay at the forefront of bioinformatics research and applications.
Biomedical Signal Processing and Control
Pioneering advancements in health informatics and control.Biomedical Signal Processing and Control is a premier academic journal published by ELSEVIER SCI LTD that stands at the forefront of the rapidly evolving fields of biomedical engineering, health informatics, and signal processing. With an impressive impact factor reflecting its scholarly influence and high standards of research, this journal has been recognized in the Q1 quartile category across multiple disciplines as of 2023. Specifically, it holds esteemed positions within Biomedical Engineering, Health Informatics, and Signal Processing, where it ranks in the top tier of its field on Scopus: #19/131, #21/138, and #47/303 respectively. Published continually from 2006 to 2024, the journal serves as a critical platform for researchers, healthcare professionals, and students, fostering innovation in signal processing techniques and their applications in biomedical systems. Access to cutting-edge research and methodologies makes it an indispensable resource for advancing knowledge and practice within these interdisciplinary domains.