Bioinformatics
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Bioinformatics, Computational Biology & Systems Biology

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πŸ“ƒ Large Language Models in Healthcare and Medical Domain: A Review

πŸ“˜Journal: Informatics (I.F.=3.4)
πŸ—“Publish year: 2024

πŸ§‘β€πŸ’»Authors: Zabir Al Nazi and Wei Peng
🏒University: University of California Riverside - Stanford University, USA

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πŸ“²Channel: @Bioinformatics
#review #chatGPT #llm
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πŸ“„ Generative AI in Life Sciences: Use Cases & Examples in 2024

πŸ’₯ Technical paper
▫️Novel molecule generation
▫️Protein sequence design
▫️Synthetic gene design
▫️Data augmentation for model training
▫️Imputation of missing data
▫️Virtual patient generation
▫️Single-cell RNA sequencing (scRNA-seq) data denoising
▫️Image-to-image translation
▫️Text-to-image generation
▫️Simulating biological processes


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#chatgpt
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πŸ€– ChatGPT as a bioinformatic partner

πŸ—“Publish year: 2024

πŸ§‘β€πŸ’»Authors: Gianluca Mondillo, Alessandra Perrotta, Simone Colosimo, ...
🏒Universities: UniversitΓ  degli Studi della Campania β€œLuigi Vanvitelli”, Italy

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πŸ“²Channel: @Bioinformatics
#chatgpt #generative_ai
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πŸ“½ Large Language Models (as in ChatGPT) for Protein Predictions

🎞 Watch

πŸ“²Channel: @Bioinformatics
#video #chatGPT #protein
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πŸ“ƒ Large language model to multimodal large language model: A journey to shape the biological macromolecules to biological sciences and medicine

πŸ““ Journal: Molecular Therapy Nucleic Acids (I.F.=6.5)

πŸ§‘β€πŸ’»Authors: Manojit Bhattacharya, Soumen Pal, Srijan Chatterjee,...
🏒Universities:
Fakir Mohan University - Vellore Institute of Technology
- Adamas University, India
Hallym University-Chuncheon Sacred Heart Hospital, Republic of Korea

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πŸ“²Channel: @Bioinformatics
#review #chatgpt #Large_language_models
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πŸ“„ Large Language Models for Bioinformatics

πŸ—“ Publish year: 2025

πŸ§‘β€πŸ’»Authors: Wei Ruan, Yanjun Lyu, Jing Zhang, ...
🏒Universities:
πŸ‡ΊπŸ‡ΈUSA: University of Georgia, University of Texas at Arlington, UNC Chapel Hill, Mayo Clinic, University of Colorado, University of Tennessee at
Chattanooga, University Indianapolis, Lehigh University


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πŸ“²Channel: @Bioinformatics
#review #chatgpt #generative_ai #llm
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πŸ“ƒ Foundation models for bioinformatics

πŸ“˜ Journal: Quantitative Biology (I.F.=0.6)
πŸ—“Publish year: 2024

πŸ§‘β€πŸ’»Authors: Ziyu Chen, Lin Wei, Ge Gao
🏒Universities: Peking University, China

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πŸ“²Channel: @Bioinformatics
#review #Transformer #chatgpt #llm
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πŸ“‘ A review on the applications of Transformer-based language models for nucleotide sequence analysis

πŸ“•Journal: Computational and Structural Biotechnology Journal (I.F.=4.5)
πŸ—“ Publish year: 2025

πŸ§‘β€πŸ’»
Authors: Nimisha Ghosh, Daniele Santoni, Indrajit Saha, Giovanni Felici
🏒Universities: Shiv Nadar University, India - National Research Council of Italy, Italy -

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#review #chatgpt #llm #dna #sequence
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πŸ“‘ Application of large language models in disease diagnosis and treatment

πŸ“™ Journal: Chinese Medical Journal (I.F.=7.5)
πŸ—“ Publish year: 2024

πŸ§‘β€πŸ’»
Authors: Xintian Yang, Tongxin Li, Qin Su, ...
🏒Universities: Fourth Military Medical University, China

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#review #llm #chatgpt #disease
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