Annual Review of Biomedical Data Science

Scope & Guideline

Illuminating the Path of Biomedical Data Advancements

Introduction

Delve into the academic richness of Annual Review of Biomedical Data Science with our guidelines, detailing its aims and scope. Our resource identifies emerging and trending topics paving the way for new academic progress. We also provide insights into declining or waning topics, helping you stay informed about changing research landscapes. Evaluate highly cited topics and recent publications within these guidelines to align your work with influential scholarly trends.
LanguageEnglish
ISSN2574-3414
PublisherANNUAL REVIEWS
Support Open AccessNo
CountryUnited States
TypeJournal
Convergefrom 2018 to 2024
AbbreviationANNU REV BIOMED DA S / Annu. Rev. Biomed. Data Sci.
Frequency1 issue/year
Time To First Decision-
Time To Acceptance-
Acceptance Rate-
Home Page-
Address4139 EL CAMINO WAY, PO BOX 10139, PALO ALTO, CA 94303-0139

Aims and Scopes

The Annual Review of Biomedical Data Science focuses on advancing the field of biomedical data science through comprehensive reviews that synthesize existing research, methodologies, and applications. It aims to bridge the gap between data science and biomedical research, providing insights into various domains that leverage data for health advancements.
  1. Data Integration and Analysis:
    The journal emphasizes methodologies for integrating diverse data types, including genomic, proteomic, and clinical data, to derive meaningful insights in biomedical research.
  2. Artificial Intelligence and Machine Learning Applications:
    There is a strong focus on the application of AI and machine learning techniques in biomedical contexts, exploring their role in predictive modeling, diagnostics, and personalized medicine.
  3. Ethical Considerations in Biomedical Data Science:
    The journal addresses the ethical implications of data usage in biomedicine, including issues of privacy, consent, and bias, ensuring that advancements are responsible and equitable.
  4. Emerging Technologies and Methodologies:
    The journal reviews cutting-edge technologies such as single-cell omics, deep learning models, and computational methods, providing a platform for discussing their impact on biomedical research.
  5. Population Health and Disease Epidemiology:
    An important scope of the journal includes studies on population health, disease trajectories, and the implications of genetic diversity on health outcomes.
Recent publications indicate a shift towards innovative methodologies and interdisciplinary approaches in biomedical data science. This section highlights the emerging themes that are gaining traction within the journal.
  1. Single-Cell Omics and Multiomics:
    There is a growing emphasis on single-cell technologies and multiomics approaches, which enable detailed insights into cellular heterogeneity and complex biological processes.
  2. Privacy and Ethical Frameworks:
    With increasing concerns about data privacy and ethics, publications focused on privacy-enhancing technologies and ethical considerations are becoming more prevalent.
  3. AI-Driven Precision Medicine:
    The integration of artificial intelligence in developing precision medicine strategies is a major emerging theme, highlighting its potential for personalized treatment approaches.
  4. Federated Learning and Data Sharing:
    The rise of federated learning, which promotes collaborative data analysis while preserving privacy, is gaining attention as a method to enhance research without compromising data security.
  5. Real-World Evidence Generation:
    The focus on generating real-world evidence from healthcare data to inform clinical practices and policy decisions is an emerging trend that reflects the journal's commitment to impactful research.

Declining or Waning

As the field of biomedical data science evolves, certain themes are becoming less prominent in the journal's publications. This decline may reflect shifts in research focus or the maturation of specific areas within the field.
  1. Traditional Epidemiological Methods:
    While still relevant, traditional epidemiological approaches are witnessing a decline as newer data science methodologies become more favored for analyzing complex health data.
  2. Static Data Analysis Techniques:
    There is a noticeable reduction in publications focusing solely on static data analysis, as the field shifts towards dynamic and real-time data analytics.
  3. General Overviews of Established Techniques:
    Papers providing broad overviews of established techniques without innovative insights are decreasing, as the journal encourages more specialized and advanced discussions.

Similar Journals

Current Bioinformatics

Exploring Interdisciplinary Approaches to Biological Data
Publisher: BENTHAM SCIENCE PUBL LTDISSN: 1574-8936Frequency: 6 issues/year

Current 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.

Nature Machine Intelligence

Leading the Charge in Intelligent Technology Development
Publisher: NATURE PORTFOLIOISSN: Frequency: 12 issues/year

Nature Machine Intelligence, published by NATURE PORTFOLIO, is an esteemed academic journal that significantly contributes to the fields of Artificial Intelligence, Computer Vision, Human-Computer Interaction, and Software Engineering. Launched in 2019, this journal has swiftly ascended to prominence, holding Q1 status across multiple categories in the 2023 Scopus rankings, highlighting its rigorous peer-review process and high-quality research output. With an impressive 99th percentile ranking in key area categories such as Computer Networks and Communications, it has established itself as a vital platform for disseminating innovative research and fostering scientific dialogue among scholars and professionals. Although the journal is not open access, it provides a wealth of information to its audience, making it essential for those engaged in cutting-edge research and development. Academic institutions, researchers, and industry professionals can rely on Nature Machine Intelligence for the latest advances and methodologies in artificial intelligence-driven technologies.

Journal of Medical Signals & Sensors

Connecting Research and Practice in Medical Technology
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.

COMPUTATIONAL INTELLIGENCE

Exploring the Intersection of Technology and Mathematical Theory
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.

Journal of Integrative Bioinformatics

Pioneering Open Access to Transformative Bioinformatics Knowledge
Publisher: WALTER DE GRUYTER GMBHISSN: Frequency: 1 issue/year

Journal of Integrative Bioinformatics, published by WALTER DE GRUYTER GMBH, is a leading open-access journal that has been at the forefront of the field since its inception in 2004. With an E-ISSN of 1613-4516, it serves as a crucial platform for researchers engaged in the interdisciplinary study of bioinformatics, blending insights from biology, computer science, and mathematics. Based in Germany, the journal is recognized for its impact in the realm of general medicine, boasting a Scopus rank of #172 out of 636 and placing in the 73rd percentile of its category. The journal continuously strives to disseminate high-quality research contributions that unify experimental and computational approaches to address complex biomedical questions. Targeted towards academics, professionals, and students alike, the Journal of Integrative Bioinformatics provides essential access to innovative research that enhances our understanding of integrative methodologies in medicine and beyond, especially with converged years spanning from 2008 to 2024.

Statistics in Biosciences

Bridging Data and Discovery in the Biosciences
Publisher: SPRINGERISSN: 1867-1764Frequency: 3 issues/year

Statistics in Biosciences is a distinguished journal published by Springer, focusing on the innovative interplay between statistical methodologies and biosciences. Established in 2009, this journal aims to provide a platform for the dissemination of cutting-edge research in statistical applications within biochemistry, genetics, and molecular biology. With an impressive impact factor and a distinguished ranking in multiple categories, including Q2 in Biochemistry, Genetics and Molecular Biology (miscellaneous) and Q3 in Statistics and Probability, it serves as a crucial resource for researchers, professionals, and students seeking to deepen their understanding of statistical applications in biological contexts. The journal is accessible through traditional subscription models, ensuring that high-quality research remains available to a wide audience. Featuring contributions that advance statistical theory and application in the biosciences, Statistics in Biosciences is committed to fostering collaboration and innovation in a rapidly evolving scientific landscape.

CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

Exploring the synergy of science and smart systems in laboratories.
Publisher: ELSEVIERISSN: 0169-7439Frequency: 10 issues/year

Chemometrics and Intelligent Laboratory Systems is a distinguished journal published by Elsevier, disseminating pivotal research and innovations at the intersection of analytical chemistry, computer science applications, and chemical engineering. With an impressive impact factor reflecting its scholarly influence, the journal aims to advance the development and implementation of chemometric methods, artificial intelligence, and intelligent systems in laboratory settings. Since its inception in 1986, the journal has consistently featured high-quality articles, currently positioned in the Q2 quartile across multiple relevant fields including Analytical Chemistry and Process Chemistry. Based in the Netherlands, the journal invites rigorous contributions that enhance the understanding and application of sophisticated data analysis techniques in scientific research. Although it currently does not offer open access options, the journal remains a vital resource for researchers and professionals dedicated to exploration and advancements in laboratory methodologies and analytical technologies.

Biomedical Engineering Online

Exploring cutting-edge solutions for modern medical challenges.
Publisher: BMCISSN: Frequency: 1 issue/year

Biomedical Engineering Online, published by BMC, is an esteemed open-access journal in the United Kingdom that has been advancing the field of biomedical engineering since its inception in 2002. With a commitment to disseminating high-quality research, the journal encompasses a broad scope, including innovative studies in biomaterials, imaging technologies, and medical applications. Recognized within the Q2 quartile for various categories such as Biomaterials and Biomedical Engineering, it ranks favorably among its peers: Rank #58 out of 333 in Radiology, and Rank #15 out of 63 in Radiological and Ultrasound Technology in the Scopus database. These rankings, coupled with an open-access model, ensure that critical advancements in medical technology are accessible to researchers, health professionals, and students globally. As it continues through its converged years from 2002 to 2024, Biomedical Engineering Online remains an invaluable resource for anyone involved in the cutting-edge intersection of engineering and medicine.

Engineering Journal-Thailand

Bridging local insights with global engineering innovation.
Publisher: CHULALONGKORN UNIV, FAC ENGINEERINGISSN: 0125-8281Frequency: 6 issues/year

Engineering Journal-Thailand, published by Chulalongkorn University, Faculty of Engineering, is a prominent academic journal dedicated to advancing knowledge and research in the diverse field of engineering. With an ISSN of 0125-8281 and an unwavering commitment to quality, the journal has established a substantial presence in the academic community since its inception in 2009. As of 2023, it is ranked in the Q3 category for Engineering (miscellaneous) and has achieved a Scopus rank of 137 out of 307, placing it in the 55th percentile of general engineering journals. Although it operates without open access, its impact within the engineering domain is significant, providing a vital platform for researchers, professionals, and students to disseminate their findings and engage with contemporary engineering challenges. The journal serves as a vital resource for those seeking to stay at the forefront of engineering innovation and contributes to the global discourse by bridging local insights with international perspectives.

Biomedical Engineering-Biomedizinische Technik

Transforming Healthcare Through Cutting-edge Research
Publisher: WALTER DE GRUYTER GMBHISSN: 0013-5585Frequency: 6 issues/year

Biomedical Engineering-Biomedizinische Technik, published by WALTER DE GRUYTER GMBH, serves as a pivotal platform for advancing knowledge in the field of biomedical engineering and medicine since its inception in 1956. With an ISSN of 0013-5585 and an E-ISSN of 1862-278X, this peer-reviewed journal offers accessible insights into innovative research and technological advancements that are reshaping healthcare practices and biomedical applications. Although rated in the Q3 category for both Biomedical Engineering and Miscellaneous Medicine in 2023, the journal's impact factor and growing reputation demonstrate its vital role in fostering academic dialogue and collaboration. The journal is based in Germany, while its scope encompasses a diverse range of topics, thus bridging the gap between engineering and medical disciplines. Researchers, professionals, and students alike are encouraged to engage with the content that not only highlights contemporary challenges but also presents groundbreaking solutions in biomedical technology.