📃Deep learning approaches for non-coding genetic variant effect prediction: current progress and future prospects
📓 Journal: Briefings in Bioinformatics (I.F.=6.8)
🗓Publish year: 2024
🧑💻Authors: Xiaoyu Wang, Fuyi Li, Yiwen Zhang, Seiya Imoto,, ...
🏢Universities:
- Monash University, Melbourne - The University of Adelaide, Australia
- The University of Tokyo, Japan
- Westlake University, China
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📲Channel: @Bioinformatics
#review #deep_learning #non_coding
📓 Journal: Briefings in Bioinformatics (I.F.=6.8)
🗓Publish year: 2024
🧑💻Authors: Xiaoyu Wang, Fuyi Li, Yiwen Zhang, Seiya Imoto,, ...
🏢Universities:
- Monash University, Melbourne - The University of Adelaide, Australia
- The University of Tokyo, Japan
- Westlake University, China
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📲Channel: @Bioinformatics
#review #deep_learning #non_coding
❤2👍2🔥2👏2
📑 Advances of the recent data-driven paradigm shift in medicine and healthcare: From machine learning to deep learning
📗 Journal: Current Research in Biotechnology (I.F.=3.6)
🧑💻Authors: Chiranjib Chakraborty, Manojit Bhattachary, Soumen Pal,...
🏢Universities:
Adamas University - Fakir Mohan University- Vellore Institute of Technology, India
Hallym University-Chuncheon Sacred Heart Hospital, Republic of Korea
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📲Channel: @Bioinformatics
#review #medicine #healthcare #ml #deep_learning
📗 Journal: Current Research in Biotechnology (I.F.=3.6)
🧑💻Authors: Chiranjib Chakraborty, Manojit Bhattachary, Soumen Pal,...
🏢Universities:
Adamas University - Fakir Mohan University- Vellore Institute of Technology, India
Hallym University-Chuncheon Sacred Heart Hospital, Republic of Korea
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📲Channel: @Bioinformatics
#review #medicine #healthcare #ml #deep_learning
👍3❤2
📄Deep learning in cancer genomics and histopathology
📗 Journal: Genome Medicine (I.F.=10.4)
🗓 Publish year: 2024
🧑💻Authors: Michaela Unger & Jakob Nikolas Kather
🏢Universities: TUD Dresden University of Technology - University Hospital Heidelberg, Germany
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📲Channel: @Bioinformatics
#review #deep_learning #genomics #histopathology
📗 Journal: Genome Medicine (I.F.=10.4)
🗓 Publish year: 2024
🧑💻Authors: Michaela Unger & Jakob Nikolas Kather
🏢Universities: TUD Dresden University of Technology - University Hospital Heidelberg, Germany
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📲Channel: @Bioinformatics
#review #deep_learning #genomics #histopathology
👍8🔥2
📃 A Survey of Deep Learning Methods in Protein Bioinformatics and its Impact on Protein Design
🗓 Publish year: 2025
🧑💻Author: Weihang Dai
🏢Universities: The Hong Kong University of Science and Technology
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📲Channel: @Bioinformatics
#review #deep_learning #protein
🗓 Publish year: 2025
🧑💻Author: Weihang Dai
🏢Universities: The Hong Kong University of Science and Technology
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📲Channel: @Bioinformatics
#review #deep_learning #protein
👍8❤2
📃 Deep learning in microbiome analysis: a comprehensive review of neural network models
📗 Journal: Frontiers in Microbiology (I.F.=4)
🗓 Publish year: 2025
🧑💻Authors: Piotr Przymus, Krzysztof Rykaczewski, Adrián Martín-Segura, ...
🏢Universities:
- Nicolaus Copernicus University in Toruń & University of Warmia and Mazury in Olsztyn,, Poland
- University of Tartu, Estonia
- University of Cambridge, United Kingdom
- Technical University of Applied Sciences Wildau, Germany
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📲Channel: @Bioinformatics
#review #deep_learning #microbiome
📗 Journal: Frontiers in Microbiology (I.F.=4)
🗓 Publish year: 2025
🧑💻Authors: Piotr Przymus, Krzysztof Rykaczewski, Adrián Martín-Segura, ...
🏢Universities:
- Nicolaus Copernicus University in Toruń & University of Warmia and Mazury in Olsztyn,, Poland
- University of Tartu, Estonia
- University of Cambridge, United Kingdom
- Technical University of Applied Sciences Wildau, Germany
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📲Channel: @Bioinformatics
#review #deep_learning #microbiome
Frontiers
Frontiers | Deep learning in microbiome analysis: a comprehensive review of neural network models
Microbiome research, the study of microbial communities in diverse environments, has seen significant advances due to the integration of deep learning (DL) m...
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📑 A brief survey of deep learning-based models for CircRNA-protein binding sites prediction
📔 Journal: Neurocomputing (I.F.=5.5)
🗓 Publish year: 2025
🧑💻Authors: Zhen Shen, Lin Yuan, Wenzheng Bao , ...
🏢Universities: Nanyang Institute of Technology - Qilu University of Technology - Xuzhou University of Technology-Eastern Institute of Technology, China
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📲Channel: @Bioinformatics
#review #dna #deep_learning #circRNA #binding
📔 Journal: Neurocomputing (I.F.=5.5)
🗓 Publish year: 2025
🧑💻Authors: Zhen Shen, Lin Yuan, Wenzheng Bao , ...
🏢Universities: Nanyang Institute of Technology - Qilu University of Technology - Xuzhou University of Technology-Eastern Institute of Technology, China
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📲Channel: @Bioinformatics
#review #dna #deep_learning #circRNA #binding
👍5👏2👌1
📄Multimodal deep learning approaches for precision oncology: a comprehensive review
📓 Journal: Briefings in Bioinformatics (I.F.=6.8)
🗓 Publish year: 2025
🧑💻Authors: Huan Yang, Minglei Yang, Jiani Chen, ...
🏢Universities: University of Electronic Science and Technology of China - The First Affiliated Hospital of Zhengzhou University, China
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📲Channel: @Bioinformatics
#review #multimodal #deep_learning #oncology
📓 Journal: Briefings in Bioinformatics (I.F.=6.8)
🗓 Publish year: 2025
🧑💻Authors: Huan Yang, Minglei Yang, Jiani Chen, ...
🏢Universities: University of Electronic Science and Technology of China - The First Affiliated Hospital of Zhengzhou University, China
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📲Channel: @Bioinformatics
#review #multimodal #deep_learning #oncology
❤4
📑 A comprehensive review of deep learning-based approaches for drug–drug interaction prediction
📕Journal: Briefings in Functional Genomics (I.F.=2.5)
🗓 Publish year: 2025
🧑💻Authors:Yan Xia, An Xiong, Zilong Zhang, ...
🏢Universities: Hainan University & University of Electronic Science and Technology of China, China
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📲Channel: @Bioinformatics
#review #deep_learning #drug
📕Journal: Briefings in Functional Genomics (I.F.=2.5)
🗓 Publish year: 2025
🧑💻Authors:Yan Xia, An Xiong, Zilong Zhang, ...
🏢Universities: Hainan University & University of Electronic Science and Technology of China, China
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📲Channel: @Bioinformatics
#review #deep_learning #drug
❤2👍2👏2
📹 Deep Learning for Protein Structure Prediction
🎞 Watch
🖥 Slides & Abstract
📲Channel: @Bioinformatics
#video #deep_learning #protein
🎞 Watch
🖥 Slides & Abstract
📲Channel: @Bioinformatics
#video #deep_learning #protein
YouTube
Deep Learning for Protein Structure Prediction | Iaroslav Geraskin | Conf42 ML 2024
Read the abstract ➤ https://www.conf42.com/Machine_Learning_2024_Iaroslav_Geraskin_deep_learning_protein
Other sessions at this event ➤ https://www.conf42.com/ml2024
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Other sessions at this event ➤ https://www.conf42.com/ml2024
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👍8👏1👌1
📃A review of deep learning models for the prediction of chromatin interactions with DNA and epigenomic profiles
📗 Journal: Briefings in Bioinformatics (I.F.=6.8)
🗓 Publish year: 2024
🧑💻Authors: Yunlong Wang , Siyuan Kong , Cong Zhou, ...
🏢Universities: Guangdong Laboratory of Lingnan Modern Agriculture & Chinese Academy of Agricultural Sciences, China
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📲Channel: @Bioinformatics
#review #deep_learning #chromatin #dna #epigenomic
📗 Journal: Briefings in Bioinformatics (I.F.=6.8)
🗓 Publish year: 2024
🧑💻Authors: Yunlong Wang , Siyuan Kong , Cong Zhou, ...
🏢Universities: Guangdong Laboratory of Lingnan Modern Agriculture & Chinese Academy of Agricultural Sciences, China
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📲Channel: @Bioinformatics
#review #deep_learning #chromatin #dna #epigenomic
👍6❤4👏1
📄 Drug-Target Interaction/Affinity Prediction: Deep Learning Models and Advances Review
🗓 Publish year: 2025
🧑💻Authors: Ali Vefghi, Zahed Rahmati, Mohammad Akbari
🏢Universities: Amirkabir University of Technology, Iran
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📲Channel: @Bioinformatics
#review #drug_target #affinity #deep_learning
🗓 Publish year: 2025
🧑💻Authors: Ali Vefghi, Zahed Rahmati, Mohammad Akbari
🏢Universities: Amirkabir University of Technology, Iran
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📲Channel: @Bioinformatics
#review #drug_target #affinity #deep_learning
❤5👍4👏1
📑 Recent advances in deep learning and language models for studying the microbiome
📕Journal: Frontiers in Genetics (I.F.=2.8)
🗓 Publish year: 2025
🧑💻Authors: Binghao Yan, Yunbi Nam, Lingyao Li, ...
🏢Universities: University of Pennsylvania, Vanderbilt University Medical Center, University of South Florida, University of Pittsburgh, United States
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📲Channel: @Bioinformatics
#review #deep_learning #llm #microbiome
📕Journal: Frontiers in Genetics (I.F.=2.8)
🗓 Publish year: 2025
🧑💻Authors: Binghao Yan, Yunbi Nam, Lingyao Li, ...
🏢Universities: University of Pennsylvania, Vanderbilt University Medical Center, University of South Florida, University of Pittsburgh, United States
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📲Channel: @Bioinformatics
#review #deep_learning #llm #microbiome
👍3👌1
📄 Cutting edge deep-learning based tools for metagenomic research
📙Journal: National Science Review (🔥I.F.=16.3)
🗓 Publish year: 2025
🧑💻Author: Eli Levy Karin, Martin Steinegger
🏢Universities: ELKMO, Copenhagen, Denmark - Seoul National University, South Korea
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📲Channel: @Bioinformatics
#review #deep_learning #metagenomic #tool
📙Journal: National Science Review (🔥I.F.=16.3)
🗓 Publish year: 2025
🧑💻Author: Eli Levy Karin, Martin Steinegger
🏢Universities: ELKMO, Copenhagen, Denmark - Seoul National University, South Korea
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📲Channel: @Bioinformatics
#review #deep_learning #metagenomic #tool
❤1👍1
📹 AI for Biology
💥 From MIT & Microsoft
🎞 Watch
📲Channel: @Bioinformatics
#video #ai #biology #deep_learning
💥 From MIT & Microsoft
🎞 Watch
📲Channel: @Bioinformatics
#video #ai #biology #deep_learning
YouTube
MIT 6.S191 (Microsoft): AI for Biology
MIT Introduction to Deep Learning 6.S191: Lecture 10
AI Optimized for Biology
Lecturer: Ava Amini (Principal Research Scientist)
Microsoft
** New 2025 Edition **
For all lectures, slides, and lab materials: http://introtodeeplearning.com
Subscribe to…
AI Optimized for Biology
Lecturer: Ava Amini (Principal Research Scientist)
Microsoft
** New 2025 Edition **
For all lectures, slides, and lab materials: http://introtodeeplearning.com
Subscribe to…
👍10
📃 A Comprehensive Review of Deep Learning Applications with Multi-Omics Data in Cancer Research
📘 Journal: Genes (I.F.=2.8)
🗓Publish year: 2025
🧑💻Authors: Flavio Sartori,Francesco Codicè,Isabella Caranzano, ...
🏢Universities: Department of Medical Sciences, University of Torino, Italy
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📲Channel: @Bioinformatics
#review #deep_learning #cancer #genomics #multi_omics
📘 Journal: Genes (I.F.=2.8)
🗓Publish year: 2025
🧑💻Authors: Flavio Sartori,Francesco Codicè,Isabella Caranzano, ...
🏢Universities: Department of Medical Sciences, University of Torino, Italy
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📲Channel: @Bioinformatics
#review #deep_learning #cancer #genomics #multi_omics
❤8👍2👏1👌1
📑 Recent advances in deep learning for protein-protein interaction: a review
📗 Journal: BioData Mining (I.F.=4)
🗓Publish year: 2025
🧑💻Authors: Jiafu Cui, Siqi Yang, Litai Yi, ...
🏢Universities: Inner Mongolia University, China
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📲Channel: @Bioinformatics
#review #ppi #deep_learning #protein
📗 Journal: BioData Mining (I.F.=4)
🗓Publish year: 2025
🧑💻Authors: Jiafu Cui, Siqi Yang, Litai Yi, ...
🏢Universities: Inner Mongolia University, China
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📲Channel: @Bioinformatics
#review #ppi #deep_learning #protein
👍3🔥1
📃Researching public health datasets in the era of deep learning: a systematic literature review
📘 Journal: Health Informatics Journal (I.F.=2.3)
🗓Publish year: 2025
🧑💻Authors: Rand Obeidat, Izzat Alsmadi, Qanita Bani Baker, ...
🏢Universities:
Bowie State University - Texas A & M San Antonio - , USA
Jordan University of Science and Technology - The University of Jordan, Jordan
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📲Channel: @Bioinformatics
#review #dataset #deep_learning
📘 Journal: Health Informatics Journal (I.F.=2.3)
🗓Publish year: 2025
🧑💻Authors: Rand Obeidat, Izzat Alsmadi, Qanita Bani Baker, ...
🏢Universities:
Bowie State University - Texas A & M San Antonio - , USA
Jordan University of Science and Technology - The University of Jordan, Jordan
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📲Channel: @Bioinformatics
#review #dataset #deep_learning
👍4❤3
📃 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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📲Channel: @Bioinformatics
#review #breast #cancer #ml #deep_learning #multimodal
📔 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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📲Channel: @Bioinformatics
#review #breast #cancer #ml #deep_learning #multimodal
👍8❤3👏1
📃 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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📲Channel: @Bioinformatics
#review #peptide #deep_learning
🗓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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📲Channel: @Bioinformatics
#review #peptide #deep_learning
👍3