Bioinformatics

📃 Future of Breast Cancer Diagnosis: A Review of DL and ML Applications and Emerging Trends for Multimodal Data

📔 Journal: IEEE Access (I.F.=3.6)
🗓Publish year: 2025

🧑‍💻Authors: Beibit Abdikenov; Tomiris Zhaksylyk; Olzhas Shortanbaiuly
🏢University: Astana IT University, Kazakhstan

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#review #breast #cancer #ml #deep_learning #multimodal

👍8❤3👏1

2.26K viewsedited 19:21

Bioinformatics

📄 Current approaches and outstanding challenges of functional annotation of metabolites: a comprehensive review

📓 Journal: Briefings in Bioinformatics (I.F.=7.7)
🗓Publish year: 2024

🧑‍💻Authors: Quang-Huy Nguyen , Ha Nguyen , Edwin C Oh , Tin Nguyen
🏢Universities: Auburn University & University of Nevada, United States

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#review #metabolites #annotation

👍4❤1🔥1👏1

2.17K views05:08

Bioinformatics

📑 Artificial intelligence in drug discovery: A comprehensive review with a case study on hyperuricemia, gout arthritis, and hyperuricemic nephropathy

🗓Publish year: 2025

🧑‍💻Authors: Junwei Su, Cheng Xin, Ao Shang, ...
🏢Universities: The University of Hong Kong & Hefei University of Technology & Harbin Institute of Technology, China

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#review #ai #drug #hyperuricemia #nephropathy

❤10👍1👌1

2.04K views06:38

Bioinformatics

📽 Generative Models and Their Applications in Computational Biology

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#video #chatgpt #llm #generative_ai

YouTube

Or Zuk | Generative Models and Their Applications in Computational Biology | CGSI 2025

Or Zuk | Generative Models and Their Applications in Computational Biology | CGSI 2025
Related Papers:

1. Kingma & Welling (2014), Auto-Encoding Variational Bayes, https://arxiv.org/abs/1312.6114

2. Ho et al. (2020), Denoising Diffusion Probabilistic Models…

👍2❤1

2.12K views02:51

Bioinformatics

📄 Navigating the microarray landscape: a comprehensive review of feature selection techniques and their applications

📕 Journal: Frontiers in Big Data (I.F.=2.3)
🗓Publish year: 2025

🧑‍💻Authors: Fangling Wang, Azlan Mohd Zain, Yanjie RenYanjie Ren, ...
🏢University: Universiti Teknologi Malaysia & Universiti Malaysia Sarawak & Universiti Tun Hussein Onn Malaysia, Malaysia - Hebei Institute of Mechanical and Electrical Technology,China

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#review #microarray #feature_selection

❤2👍2🔥1

2.28K views16:37

Bioinformatics

📃 A Survey on Foundation Language Models for Single-cell Biology

📖 Conference: In Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics
🗓Publish year: 2025

🧑‍💻Authors: Fan Zhang, Hao Chen, Zhihong Zhu, ...
🏢University: The Hong Kong University of Science and Technology, Peking University, Great Bay University, Westlake University

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#review #llm #single_cell

👍4❤1

2.11K views16:32

Bioinformatics

📑 Machine learning-based drug-drug interaction prediction: a critical review of models, limitations, and data challenges

📘 Journal: Frontiers in Pharmacology (I.F.=4.8)
🗓 Publish year: 2025

🧑‍💻Authors: Flaviu-Ioan Gheorghita, Vlad-Ioan Bocanet, Laszlo Barna Iantovics
🏢University: Palade University of Medicine, Technical University of Cluj-Napoca, Romania

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#review #drug #prediction

❤4👍1

2.19K views06:26

Bioinformatics

📹 Next-Generation Sequencing (NGS) Workshop

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📲Channel: @Bioinformatics
#video #ngs

YouTube

Next-Generation Sequencing (NGS) Workshop | Comprehensive Guide for Beginners | Ali Daraz

Unlock the secrets of Next-Generation Sequencing (NGS) with this comprehensive workshop! Whether you're a beginner or a researcher looking to deepen your knowledge, this recorded session covers everything you need to know about NGS workflows, applications…

❤6👏2🔥1

1.76K views14:30

Bioinformatics

📃 A Comprehensive and Systematic Review for Deep Learning-Based De Novo Peptide Sequencing

🗓Publish year: 2025

🧑‍💻Authors: Jun Xia, Jingbo Zhou, Shaorong Chen, ...
🏢Universities: The Hong Kong University of Science and Technology (Guangzhou), Westlake University, Tsinghua University, China

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#review #peptide #deep_learning

👍3

2.04K views13:45

Bioinformatics

📑 Meta-analysis and review of in silico methods in drug discovery – part 1: technological evolution and trends from big data to chemical space

📗 Journal: The Pharmacogenomics Journal (I.F.=2.9)
🗓Publish year: 2025

🧑‍💻Authors: Arife Uzundurukan, Mark Nelson, Christopher Teske,...
🏢Universities: Université de Sherbrooke, Sherbrooke, Canada - Piramal Pharma Solutions, Inc. & Oncology Research Faculty, USA - Royal Commission for Jubail and Yanbu, Kingdom of Saudi Arabia.

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#review #drug #chemical

👍1

1.6K views18:29

Bioinformatics

📃 Harnessing Unsupervised Ensemble Learning for Biomedical Applications: A Review of Methods and Advances

📓 Journal: Mathematics (I.F.=2.2)
🗓Publish year: 2025

🧑‍💻Author: Mehmet Eren Ahsen
🏢Universities: University of Illinois at Urbana-Champaign, USA

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#review #unsupervised

👍3

1.38K views18:41

Bioinformatics