📑 Federated learning frameworks: quality and interoperability for biomedical research

📙 Journal: NAR Genomics and Bioinformatics (I.F.=2.8)
🗓Publish year: 2026

🧑‍💻Authors: María Chavero-Diez, Carles Hernandez-Ferrer, Laia Codó, ...
🏢Universities: Barcelona Supercomputing Center (BSC) & University of Barcelona, Spain

📎 Study the paper

📲Channel: @Bioinformatics
#review #federated_learning

📑 Artificial Intelligence to Guide Repurposing of Drugs

📓 Journal: Annual Review of Medicine (🔥I.F.=22.1)
🗓Publish year: 2026

🧑‍💻Authors: Zhimin Fu, Yuxin Yang, Mina K. Chung, ...
🏢Universities: University Hospitals of Cleveland, Cleveland & Case Western Reserve University & Lerner Research Institute, USA

📎 Study the paper

📲Channel: @Bioinformatics
#review #repurposing #drug

📑 A Survey on Multimodal AI and Agent Systems for Biology: Perception, Reasoning, Generation, and Automation

🗓Publish year: 2026

🧑‍💻Authors: Emily Johnson, Zihan Dong
🏢University: University of Massachusetts Amherst, USA

📎 Study the paper

📲Channel: @Bioinformatics
#review #ai #multimodal

📄 AI-Based Prediction of Gene Expression in Single-Cell and Multiscale Genomics and Transcriptomics

📗 Journal:International Journal of Molecular Sciences (I.F.=4.9)
🗓Publish year: 2026

🧑‍💻Authors: Ema Andreea Pălăștea, Irina-Mihaela Matache,Eugen Radu, ...
🏢Universities: Genomics Research and Development Institute & Carol Davila University of Medicine and Pharmacy & Emergency University Hospital, Romania - Yale School of Medicine & Viron Molecular Medicine Institute, USA

📎 Study the paper

📲Channel: @Bioinformatics
#review #ai #gene_expression #single_cell

📑 A Survey on Efficient Protein Language Models

🗓Publish year: 2025

🧑‍💻Authors: Shouren Wang, Debargha Ganguly, Vinooth Kulkarni, ...
🏢University: Case Western Reserve University, Cleveland Clinic, USA

📎 Study the paper

📲Channel: @Bioinformatics
#review #ai #llm #protein

📃 Gene regulatory networks: from correlative models to causal explanations

📘 Journal: Nature Reviews Genetics (I.F.=⚡️52)

🗓Publish year: 2026

🧑‍💻Authors: Rory J. Maizels & James Briscoe
🏢 University: The Francis Crick Institute, London, UK

📎 Study the paper

📲Channel: @Bioinformatics
#review #grn #gene #regulatory

🌍 Registration is open for the One-Month Comprehensive International Bioinformatics Workshop by Decode Life

💥 Generative AI for Bioinformatics - with Python 💥

📅 Duration: 14 March - 9 April 2026
💲 Fees: ₹1300 for Indian Participants / $30 for International Participants

🔗 Registration Link:

https://decodelife.co.in/

✨ Key Features:
✅ 21 sessions with approximately 35 hours of learning
✅ E-Certificate of Participation
✅ Video recordings and relevant material shared after each session

❔ FAQs: https://decodelife.co.in/faq/

📲Channel: @Bioinformatics

📄 Network pharmacology in the multi-omics era: uncovering novel therapeutic strategies

📕 Journal: Discover Chemistry (I.F.=4.6)
🗓 Publish year: 2026

🧑‍💻Authors: Kalyani Ramprasad Thombre, Vaishnavi Gabhane, Krishna Radheshyam Gupta, ...
🏢University: Kishoritai Bhoyar College of Pharmacy, India

📎 Study the paper

🗯 Article summary:
Network pharmacology represents a transformative approach in drug discovery, moving away from the traditional "one-drug, one-target" model to a systems-oriented framework that acknowledges the complexity of diseases through the integration of multi-omics data and computational methodologies. This review synthesizes current advancements in network pharmacology, highlighting its potential to enhance drug repurposing, precision medicine, and multi-target therapeutic strategies while addressing challenges related to data quality, methodological biases, and the need for rigorous experimental validation.

⚡️Channel: @ComplexNetworkAnalysis
#review #pharmacology #omics

📑 Leveraging Natural Language Processing to Unravel the Mystery of Life: A Review of NLP Approaches in Genomics, Transcriptomics, and Proteomics

🗓Publish year: 2026

🧑‍💻Authors: Ella Rannon, David Burstein
🏢 University: Tel-Aviv University, Israel

📎 Study the paper

📲Channel: @Bioinformatics
#review #nlp

📃 Blood proteomics: insights from public data

📓 Journal: Genome Biology (I.F.=9.4)

🗓Publish year: 2026

🧑‍💻Authors: Asier Larrea-Sebal, Chengxin Dai, Alejandro J. Brenes, ...

🏢 Universities: European Bioinformatics Institute (EMBL-EBI) & University of Edinburgh, UK &
Max Planck Institute of Biochemistry, Germany & University of Melbourne, Australia & ...

📎 Study the paper

📲Channel: @Bioinformatics
#review #blood #proteomics

📃 ProteomeXchange Consortium in 2026: Making Proteomics Data Accessible

📒 Journal: Nucleic Acids Research (I.F.= 13.1)
🗓Publish year: 2026

🧑‍💻Authors: Eric W. Deutsch,Nuno Bandeira , Yasset Perez-Riverol , et al.
🏢 Universities: University of Washington, USA & EMBL-EBI, UK & Swiss Institute of Bioinformatics, Switzerland & ...

📎 Study the paper

📲Channel: @Bioinformatics
#review #dataset #proteomics

📄 LLM-Powered Bioinformatics Chatbot for Proteogenomics

📓 Journal: Nature Communications (I.F.=15.7)
🗓Publish year: 2025

🧑‍💻Authors: Wei Liu, Jun Li, Yitao Tang, et al.
🏢 Universities: The University of Texas MD Anderson Cancer Center & Baylor College of
Medicine & Brown University & Oregon Health & Science University, USA & ...

📎 Study the paper

🤖 Chatbot:
https://drbioright.org

📲Channel: @Bioinformatics
#llm #chatgpt #chatbot #proteogenomics

📃 Artificial Intelligence agents for biological research: a survey

📗 Journal: Briefings in Bioinformatics (I.F.= 7.7)
🗓Publish year: 2026

🧑‍💻Authors: Cong Qi , Wenbo Wang , Siqi Jiang , et al.
🏢 Universities: , New Jersey Institute of Technology & Hamilton College, USA

📎 Study the paper
📦 Github

📲Channel: @Bioinformatics
#review #ai #artificial_intelligence #agents

🎞 How can AI transformers the analysis of gene expression data?

📹 Watch

📲Channel: @Bioinformatics
#video #ai #gene_expression

📑 Genomic sequence data sharing for clinical practice: A scoping review

📘 Journal: Computers in Biology and Medicine (I.F.=7.7)
🗓Publish year: 2026

🧑‍💻Authors: Elias Crum, Ruben Taelman, Bart Buelens, Gökhan Ertaylan
🏢 Universites: Flemish Institute for Technological Research (VITO) & Ghent University, Belgium

📎 Study the paper

📲Channel: @Bioinformatics
#review #genomic #DataScience

📽 Introducing Molecular Biologists to Bioinformatics

🎞 Watch

📲Channel: @Bioinformatics
#video #biologists

📃 A survey of contrastive learning methods in molecular representation

📕 Journal: Briefings in Bioinformatics (I.F.= 7.7)
🗓Publish year: 2026

🧑‍💻Authors: Ali Forooghi , Shaghayegh Sadeghi , Luis Rueda , Alioune Ngom
🏢 University: University of Windsor, Canada

📎 Study the paper

📲Channel: @Bioinformatics
#review #contrastive_learning #molecular