Bioinformatics
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Bioinformatics, Computational Biology & Systems Biology

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πŸš€ AI-Powered Single-Cell RNA-seq β€” 7-Minute Runtime Report

How can AI streamline end-to-end single-cell RNA analysis?
In this session, we demonstrate how Drylab enables:

πŸ”¬ End-to-end single-cell RNA workflow
β€’ Data preprocessing
β€’ Advanced analysis
β€’ Automated reporting

πŸ’¬ Natural-language chat to explore and interpret results

πŸ’» Full code environment for transparency

πŸ“Š Clear, reproducible outputs ready for review and sharing

πŸ“– Read the full case study:
https://thedrylab.com/use-case/comprehensive-multi-organ-endothelial-cell-atlas-analysis-and-liver-specific

πŸ§ͺ Explore the full chat + code environment:
https://app.thedrylab.com/share/wLRjnJxzWVYz

πŸ“²Channel: @Bioinformatics
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πŸ“‘ Federated learning frameworks: quality and interoperability for biomedical research

πŸ“™ Journal: NAR Genomics and Bioinformatics (I.F.=2.8)
πŸ—“Publish year: 2026

πŸ§‘β€πŸ’»Authors: MarΓ­a Chavero-Diez, Carles Hernandez-Ferrer, Laia CodΓ³, ...
🏒Universities: Barcelona Supercomputing Center (BSC) & University of Barcelona, Spain

πŸ“Ž Study the paper

πŸ“²Channel: @Bioinformatics
#review #federated_learning
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πŸ“ƒ Systematic review of transformers, graph neural networks, and federated learning in oncology: Applications, challenges, and pathways to clinical translation

Journal: Informatics in Medicine Unlocked
πŸ—“Publish year: 2026

πŸ§‘β€πŸ’»Authors: Sasan Shafiei, Atousa Saleknezhad, Erfan Hashemi , ...
🏒Universities: Shiraz University of Medical Sciences & Babol University of Medical Sciences & Tehran University of Medical Sciences & Jahrom University of Medical Sciences, Iran

πŸ“Ž Study the paper

πŸ“²Channel: @Bioinformatics
#review #transformers #oncology #deep_learning
πŸ‘1
πŸ“‘ Artificial Intelligence to Guide Repurposing of Drugs

πŸ““ Journal: Annual Review of Medicine (πŸ”₯I.F.=22.1)
πŸ—“Publish year: 2026

πŸ§‘β€πŸ’»Authors: Zhimin Fu, Yuxin Yang, Mina K. Chung, ...
🏒Universities: University Hospitals of Cleveland, Cleveland & Case Western Reserve University & Lerner Research Institute, USA

πŸ“Ž Study the paper

πŸ“²Channel: @Bioinformatics
#review #repurposing #drug
πŸ‘3❀1
πŸ“ƒ Cognition, Cytokines, Blood–Brain Barrier, and Beyond in COVID-19: A Narrative Review

πŸ“•Journal: International Journal of Molecular Sciences (I.F.=4.9)
πŸ—“Publish year: 2026

πŸ§‘β€πŸ’»Authors: Ana Barajas, Gemma Riquelme-Alacid, AmΓ©rica Vera-Montecinos, and BelΓ©n Ramos
🏒Universities: Universitat Autònoma de Barcelona & Institut de Recerca Sant Joan de Déu, Spain - Universidad San SebastiÑn, Chile

πŸ“Ž Study the paper

πŸ“²Channel: @Bioinformatics
#review #covid_19 #Cognition #Cytokines
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πŸ“‘ A Survey on Multimodal AI and Agent Systems for Biology: Perception, Reasoning, Generation, and Automation

πŸ—“Publish year: 2026

πŸ§‘β€πŸ’»Authors: Emily Johnson, Zihan Dong
🏒University: University of Massachusetts Amherst, USA

πŸ“Ž Study the paper

πŸ“²Channel: @Bioinformatics
#review #ai #multimodal
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πŸ“„ AI-Based Prediction of Gene Expression in Single-Cell and Multiscale Genomics and Transcriptomics

πŸ“— Journal:International Journal of Molecular Sciences (I.F.=4.9)
πŸ—“Publish year: 2026

πŸ§‘β€πŸ’»Authors: Ema Andreea PΔƒlΔƒΘ™tea, 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

πŸ“Ž Study the paper

πŸ“²Channel: @Bioinformatics
#review #ai #gene_expression #single_cell
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πŸ“‘ A Survey on Efficient Protein Language Models

πŸ—“Publish year: 2025

πŸ§‘β€πŸ’»Authors: Shouren Wang, Debargha Ganguly, Vinooth Kulkarni, ...
🏒University: Case Western Reserve University, Cleveland Clinic, USA

πŸ“Ž Study the paper

πŸ“²Channel: @Bioinformatics
#review #ai #llm #protein
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