COMPUTERS IN BIOLOGY AND MEDICINE
Scope & Guideline
Exploring the Frontiers of Health Informatics and Computational Biology
Introduction
Aims and Scopes
- Computational Biology and Bioinformatics:
The journal emphasizes the use of computational techniques to analyze biological data, including genomic, proteomic, and metabolomic datasets. This includes modeling biological systems, understanding complex biological interactions, and the development of bioinformatics tools. - Medical Imaging and Image Analysis:
A significant focus is placed on the application of deep learning and other computational methods to enhance medical imaging techniques such as MRI, CT scans, and ultrasound. This includes segmentation, classification, and the development of algorithms for improved diagnostic accuracy. - Machine Learning and Artificial Intelligence in Medicine:
The journal features research on the implementation of machine learning and AI techniques in clinical settings, including predictive modeling for disease outcomes, automated diagnosis systems, and personalized medicine approaches. - Systems Biology and Computational Modeling:
Research published in the journal often involves the integration of various biological data types using computational models to understand disease mechanisms and therapeutic targets. - Drug Discovery and Development:
The journal also covers innovative computational methods for drug discovery, including virtual screening and molecular docking studies, aimed at identifying potential therapeutic agents for various diseases.
Trending and Emerging
- Deep Learning Applications:
There is a significant increase in studies utilizing deep learning techniques for various applications, including medical image analysis, predictive modeling, and drug discovery, showcasing the potential of neural networks in transforming biological research. - Integrative Omics Approaches:
Emerging research increasingly focuses on integrative omics approaches, combining genomics, transcriptomics, proteomics, and metabolomics to provide comprehensive insights into disease mechanisms and treatment responses. - AI-Driven Personalized Medicine:
The trend towards personalized medicine is gaining momentum, with numerous studies exploring how AI can tailor treatments based on individual patient data, enhancing the efficacy of therapeutic interventions. - Real-World Data Utilization:
Research leveraging real-world data, including electronic health records and population health data, is on the rise, reflecting an interest in applying computational methods to improve clinical decision-making and public health outcomes. - Computational Drug Repurposing:
The journal is witnessing a growing trend in computational drug repurposing studies, particularly in response to global health challenges like the COVID-19 pandemic, where existing drugs are evaluated for new therapeutic uses.
Declining or Waning
- Traditional Statistical Methods:
There has been a noticeable decline in the use of traditional statistical methods for data analysis in favor of more advanced machine learning and AI techniques. This shift reflects a broader trend towards computational approaches that offer greater flexibility and predictive power. - Basic Biological Research:
Research focusing solely on basic biological questions without computational or clinical applications has decreased. The journal now prioritizes studies that integrate computational methods with biological insights. - Single-Method Approaches:
There is a waning interest in studies that utilize single-method approaches, such as isolated laboratory experiments or basic descriptive studies, as the field increasingly favors interdisciplinary approaches that combine various computational techniques. - Non-AI-based Diagnostic Tools:
The prevalence of publications centered around non-AI diagnostic tools has diminished, as more researchers gravitate towards AI-driven diagnostic solutions that provide enhanced accuracy and efficiency.
Similar Journals
Interdisciplinary Sciences-Computational Life Sciences
Exploring the Intersection of Computation and Life SciencesInterdisciplinary Sciences-Computational Life Sciences, published by SPRINGER HEIDELBERG, is a premier journal dedicated to advancing the field of life sciences through the lens of computational methods. With an ISSN of 1913-2751 and an E-ISSN of 1867-1462, this journal serves as a significant platform for researchers and professionals alike, fostering innovation and collaboration across various disciplines. As a testament to its impact, the journal holds a Q2 category status in Biochemistry, Genetics and Molecular Biology, Computer Science Applications, and Health Informatics, reflecting its influential contributions and rigorous peer-review process. The Scopus rankings demonstrate its esteemed placement within its fields, with notable percentiles that highlight its relevance and reach. While the journal operates under a traditional access model, its commitment to publishing high-quality research continues to stimulate important discussions and developments within the scientific community. Founded in 2009 and converging through 2024, Interdisciplinary Sciences-Computational Life Sciences remains an essential resource for the latest discoveries at the intersection of computation and life sciences, appealing to both seasoned researchers and enthusiastic students eager to contribute to this dynamic field.
BioImpacts
Championing open access to transformative scientific findings.BioImpacts, an esteemed journal published by Tabriz University of Medical Sciences & Health Services, is a prominent platform dedicated to advancing the fields of Biochemistry, Genetics, Molecular Biology, Medicine, and Pharmaceutical Science. Established in 2011, this Open Access journal ensures that vital research findings are freely accessible to the global academic community. With an impressive presence in the Scopus database, BioImpacts currently holds a Q2 quartile ranking in its respective categories, reflecting its contribution to scientific discourse and its importance as a critical resource for researchers and practitioners alike. The journal's dynamic scope encompasses a wide range of topics, highlighting innovative research that addresses contemporary challenges in health and disease. Operating out of Tabriz, Iran, BioImpacts is committed to fostering interdisciplinary collaboration and knowledge dissemination through their dedicated publication efforts, which span from 2011 to 2024. Researchers, professionals, and students are encouraged to explore the rich content and cutting-edge studies presented in this journal, making it an indispensable resource in the scientific community.
IEEE Journal of Biomedical and Health Informatics
Exploring New Frontiers in Health and Biomedical TechnologyIEEE 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.
Applied Computing and Informatics
Pioneering Research for a Digital FutureApplied 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.
Journal of Bioinformatics and Computational Biology
Exploring the Intersection of Biology and Computer ScienceThe Journal of Bioinformatics and Computational Biology, published by WORLD SCIENTIFIC PUBL CO PTE LTD, serves as a significant platform for disseminating innovative research in the dynamic fields of bioinformatics and computational biology. With an ISSN of 0219-7200 and an E-ISSN of 1757-6334, this journal facilitates the exchange of ideas and advancements from its inception in 2003 and continues to be pivotal through 2024. Despite its classification in the lower quartiles—Q4 in Biochemistry and Q4 in Molecular Biology, along with Q3 in Computer Science Applications—the journal remains a valuable resource for researchers and students alike, as it emphasizes interdisciplinary approaches essential for tackling complex biological problems through computational methods. Located in Singapore, the journal encourages submissions of high-quality, peer-reviewed articles that offer insights into computational techniques that empower biological research. Although this journal does not offer open access options, its contributions to research are increasingly recognized across various academic platforms. As the field evolves rapidly, this journal continues to attract a growing readership, making it an essential reference point for anyone interested in the intersection of biology and computer science.
BRIEFINGS IN BIOINFORMATICS
Navigating the Evolving Landscape of BioinformaticsBRIEFINGS IN BIOINFORMATICS is a premier academic journal dedicated to the dynamic field of bioinformatics, published by Oxford University Press. With a prestigious standing reflected in its Q1 quartile rankings in both Information Systems and Molecular Biology, this journal serves as an essential resource for researchers, professionals, and students eager to explore the intersection of biology and computational sciences. The journal not only publishes high-impact research articles but also reviews and critical commentaries that push the boundaries of understanding in bioinformatics. As it converges its objectives towards fostering innovation and knowledge dissemination from 2000 to 2024, BRIEFINGS IN BIOINFORMATICS offers rich insights that remain pivotal to advancements in genomic studies, data integration, and computational tools. Its ranking in the top percentiles of Scopus—30th among 394 in Computer Science and 44th among 410 in Molecular Biology—underscores the journal's influential presence in the academic community. Engaging with the latest research and trends, this journal is integral for anyone invested in the future of life sciences and data analytics.
IEEE-ACM Transactions on Computational Biology and Bioinformatics
Exploring the Intersection of Data and Life SciencesIEEE-ACM Transactions on Computational Biology and Bioinformatics is a prestigious journal published by the IEEE Computer Society, focusing on the interdisciplinary field of computational biology and bioinformatics. Established in 2004, this journal has made significant strides in contributing to our understanding of complex biological systems through quantitative methods and computational techniques, and it spans a converged publication period through 2024. As a notable resource with an impact factor that positions it in the second quartile in the domains of Applied Mathematics, Biotechnology, and Genetics, it serves as an essential platform for researchers and professionals seeking to disseminate their findings to a global audience. The journal ranks impressively in Scopus, with Applied Mathematics holding a rank of #38 out of 635 (94th percentile) and Genetics at #86 out of 347 (75th percentile), highlighting its significant influence in the scientific community. While the journal is not open-access, it provides valuable insights and cutting-edge research that are crucial for advancing the fields of bioinformatics and computational biology, making it indispensable for students, researchers, and practitioners alike.
BioData Mining
Transforming Data into Discoveries in Life SciencesBioData 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.
Bioinformatics and Biology Insights
Advancing the intersection of biology and computation.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.
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.