AIMS AND SCOPE OF JOURNAL: TheAnnual Review of Biomedical Data Science provides comprehensive expert reviews in biomedical data science, focusing on advanced methods to store, retrieve, analyze, and organize biomedical data and knowledge. The scope of the journal encompasses informatics, computational, artificial intelligence (AI), and statistical approaches to biomedical data, including the sub-fields of bioinformatics, computational biology, biomedical informatics, clinical and clinical research informatics, biostatistics, and imaging informatics. The mission of the journal is to identify both emerging and established areas of biomedical data science, and the leaders in these fields. 

• • Methylation Data Analysis and Interpretation

    Yuehua Zhu,Weiguang Mao,Rezwan Hosseini andMaria Chikina

    Vol. 8 (2025),pp.605–632

• • Integrating Artificial Intelligence in Dermatological Cancer Screening and Diagnosis: Efficacy, Challenges, and Future Directions

    Vivian Utti,Vasiliki Bikia,Ank A. Agarwal andRoxana Daneshjou

    Vol. 8 (2025),pp.591–603

• • Embedding Methods for Electronic Health Record Research

    Justin Kauffman,Riccardo Miotto,Eyal Klang,Anthony Costa,Beau Norgeot,Marinka Zitnik,Shameer Khader,Fei Wang,Girish N. Nadkarni andBenjamin S. Glicksberg

    Vol. 8 (2025),pp.563–590

• • Mapping, Modeling, and Reprogramming Cell-Fate Decision-Making Systems

    Lucy Ham,Taylor E. Woodward,Megan A. Coomer andMichael P.H. Stumpf

    Vol. 8 (2025),pp.537–562

• • Quantum Computing for Photosensitizer Design in Photodynamic Therapy

    Hope Zehr,Alberto Baiardi,Francesco Tacchino,Anthony Gandon,Laurin E. Fischer,Yue Xu,Frank P. DiFilippo,Leonardo Guidoni,Pi A.B. Haase,Walter N. Talarico,Martina Stella,Fabio Tarocco,Anton Nykänen,Aaron Fitzpatrick,Aaron Miller,Leander Thiessen,Stefan Knecht,Elsi-Mari Borrelli,Sabrina Maniscalco,Fabijan Pavošević,Ivano Tavernelli,Edward Maytin andVijay Krishna

    Vol. 8 (2025),pp.509–536

• • Algorithm-Based Clinical Decision Support: Evolving Regulatory Landscape and Best Practices for Local Oversight

    Anthony L. Lin,Amanda B. Parrish,Michael Cary,Christina Silcox,Suresh Balu,J. Eric Jelovsek,Cara O'Brien,Michael Pencina,Eric Poon andNicoleta J. Economou-Zavlanos

    Vol. 8 (2025),pp.491–507

• • Biomedical Natural Language Processing in the Era of Large Language Models

    Naoto Usuyama,Cliff Wong,Sheng Zhang,Tristan Naumann andHoifung Poon

    Vol. 8 (2025),pp.471–490

• • The TITAN-X Platform Integrates Big Data, Artificial Intelligence, Bioinformatics, and Advanced Computational Modeling to Understand Immune Responses and Develop the Next Wave of Precision Medicines

    Ryan Baker,Josep Bassaganya-Riera,Nuria Tubau-Juni,Andrew J. Leber andRaquel Hontecillas

    Vol. 8 (2025),pp.447–469

• • Network-Based Approaches for Drug Target Identification

    Thodoris Koutsandreas,Kalliopi Tsafou,Heiko Horn,Ian Barrett andEvangelia Petsalaki

    Vol. 8 (2025),pp.423–446

• • Meta-Analysis and Federated Learning over Decentralized Distributed Research Networks

    Yiwen Lu,Bingyu Zhang,Jiayi Tong andYong Chen

    Vol. 8 (2025),pp.405–421
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