📄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
📄 Pharmacogenetics: Opportunities for the All of Us Research Program and Other Large Data Sets to Advance the Field
📔 Journal: Annual Review of Pharmacology and Toxicology (I.F.=11.2)
🗓 Publish year: 2025
🧑💻Authors: Philip E. Empey, Jason H. Karnes, and Julie A. Johnson
🏢Universities: University of Pittsburgh,University of Arizona, The Ohio State University, USA 🇺🇸
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📲Channel: @Bioinformatics
#review #pharmacogenetics #pharmacogenomics #genomics
📔 Journal: Annual Review of Pharmacology and Toxicology (I.F.=11.2)
🗓 Publish year: 2025
🧑💻Authors: Philip E. Empey, Jason H. Karnes, and Julie A. Johnson
🏢Universities: University of Pittsburgh,University of Arizona, The Ohio State University, USA 🇺🇸
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📲Channel: @Bioinformatics
#review #pharmacogenetics #pharmacogenomics #genomics
👍3👏2🙏2👌2❤1
📃 Advances and Mechanisms of RNA–Ligand Interaction Predictions
📘 Journal: Life (I.F.=3.2)
🗓 Publish year: 2025
🧑💻Authors: Chen Zhuo,Chengwei Zeng,Haoquan Liu, ...
🏢Universities: Central China Normal University & Henan University of Science and Technology, China
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📲Channel: @Bioinformatics
#review #rna_ligand #prediction
📘 Journal: Life (I.F.=3.2)
🗓 Publish year: 2025
🧑💻Authors: Chen Zhuo,Chengwei Zeng,Haoquan Liu, ...
🏢Universities: Central China Normal University & Henan University of Science and Technology, China
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📲Channel: @Bioinformatics
#review #rna_ligand #prediction
👍6❤2🔥1👏1👌1
📑 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
Support our mission ➤ https://www.conf42.com/support
Join Discord ➤ https://discord.gg/DnyHgrC7jC…
Other sessions at this event ➤ https://www.conf42.com/ml2024
Support our mission ➤ https://www.conf42.com/support
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👍8❤2👏1👌1
📃 Algorithms and tools for data-driven omics integration to achieve multilayer biological insights: a narrative review
📗 Journal: Journal of Translational Medicine (I.F.=6.1)
🗓 Publish year: 2025
🧑💻Authors: Aurelia Morabito, Giulia De Simone, Roberta Pastorelli,, ...
🏢Universities: Politecnico di Milano, Università degli Studi Milano Bicocca, Istituto di Ricerche Farmacologiche Mario Negri IRCCS, Italy
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📲Channel: @Bioinformatics
#review #omics #multilayer
📗 Journal: Journal of Translational Medicine (I.F.=6.1)
🗓 Publish year: 2025
🧑💻Authors: Aurelia Morabito, Giulia De Simone, Roberta Pastorelli,, ...
🏢Universities: Politecnico di Milano, Università degli Studi Milano Bicocca, Istituto di Ricerche Farmacologiche Mario Negri IRCCS, Italy
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📲Channel: @Bioinformatics
#review #omics #multilayer
👍5🔥3👏1👌1
📜 Building Machine Learning Clustering Models for Gene Expression RNA-Seq Data
💥Technical paper in python
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📲Channel: @Bioinformatics
#python #clustering #gene_expression #rna_seq
💥Technical paper in python
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📲Channel: @Bioinformatics
#python #clustering #gene_expression #rna_seq
Medium
Building Machine Learning Clustering Models for Gene Expression RNA-Seq Data
1. Introduction
2. Using Clustering Algorithms in Bioinformatics
3. Cancer Gene Expression RNA-Seq Dataset
4. K-Means Clustering Evaluation…
2. Using Clustering Algorithms in Bioinformatics
3. Cancer Gene Expression RNA-Seq Dataset
4. K-Means Clustering Evaluation…
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📄 Predicting host-pathogen interactions with machine learning algorithms: A scoping review
📓 Journal: Infection, Genetics and Evolution (I.F.=2.6)
🗓 Publish year: 2025
🧑💻Authors: Rasool Sahragard, Masoud Arabfard, Ali Najafi
🏢Universities: Baqiyatallah University of Medical Sciences, Iran
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📲Channel: @Bioinformatics
#review #host #pathogen #machine_learning
📓 Journal: Infection, Genetics and Evolution (I.F.=2.6)
🗓 Publish year: 2025
🧑💻Authors: Rasool Sahragard, Masoud Arabfard, Ali Najafi
🏢Universities: Baqiyatallah University of Medical Sciences, Iran
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📲Channel: @Bioinformatics
#review #host #pathogen #machine_learning
👍6❤3🙏1👌1
📑 Application of large language models in disease diagnosis and treatment
📙 Journal: Chinese Medical Journal (I.F.=7.5)
🗓 Publish year: 2024
🧑💻Authors: Xintian Yang, Tongxin Li, Qin Su, ...
🏢Universities: Fourth Military Medical University, China
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📲Channel: @Bioinformatics
#review #llm #chatgpt #disease
📙 Journal: Chinese Medical Journal (I.F.=7.5)
🗓 Publish year: 2024
🧑💻Authors: Xintian Yang, Tongxin Li, Qin Su, ...
🏢Universities: Fourth Military Medical University, China
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📲Channel: @Bioinformatics
#review #llm #chatgpt #disease
❤6👍2👌2👏1
📃Teaching protein structure and function through molecular visualization
📘 Journal: Biochemistry and Molecular Biology Education (I.F.=1.2)
🗓Publish year: 2024
🧑💻Authors: Elisabeth Baland, Lucía Pérez Jimenez, André Mateus
🏢Universities: Umeå University, Sweden
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📲Channel: @Bioinformatics
#teaching #learning #protein
📘 Journal: Biochemistry and Molecular Biology Education (I.F.=1.2)
🗓Publish year: 2024
🧑💻Authors: Elisabeth Baland, Lucía Pérez Jimenez, André Mateus
🏢Universities: Umeå University, Sweden
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📲Channel: @Bioinformatics
#teaching #learning #protein
👍6❤2👏1
📑 Challenges in AI-driven Biomedical Multimodal Data Fusion and Analysis
📕Journal: Genomics, Proteomics & Bioinformatics (GPB) (I.F.=11.5)
🗓 Publish year: 2025
🧑💻Authors: Junwei Liu, Xiaoping Cen, Chenxin Yi, ...
🏢Universities: Guangzhou National Laboratory & Sun Yat-sen University, China
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📲Channel: @Bioinformatics
#review #ai #multimodal
📕Journal: Genomics, Proteomics & Bioinformatics (GPB) (I.F.=11.5)
🗓 Publish year: 2025
🧑💻Authors: Junwei Liu, Xiaoping Cen, Chenxin Yi, ...
🏢Universities: Guangzhou National Laboratory & Sun Yat-sen University, China
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📲Channel: @Bioinformatics
#review #ai #multimodal
👍7
📃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
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