📑 Eight quick tips for biologically and medically informed machine learning
📕 Journal: PLOS Computational Biology (I.F.=3.8)
🗓 Publish year: 2025
🧑💻Authors: Luca Oneto,Davide Chicco
🏢University: Università di Genova, Italy
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📲Channel: @Bioinformatics
#tutorial #ml #machine_learning
📕 Journal: PLOS Computational Biology (I.F.=3.8)
🗓 Publish year: 2025
🧑💻Authors: Luca Oneto,Davide Chicco
🏢University: Università di Genova, Italy
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📲Channel: @Bioinformatics
#tutorial #ml #machine_learning
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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❤2🙏1👌1
🎥 Explainable Machine Learning in Early Cancer Diagnosis
🎞 Watch
📲Channel: @Bioinformatics
#video #machine_learning #explainability #cancer
🎞 Watch
📲Channel: @Bioinformatics
#video #machine_learning #explainability #cancer
YouTube
Forerunners of Cancer Hallmarks: Explainable Machine Learning in Early Cancer Diagnosis
Judith Cerit, Technical University of Munich
August 19, 2024
The Mathematics of the Hallmarks of Cancer (https://www.fields.utoronto.ca/activities/24-25/oncology-hallmarks)
August 19, 2024
The Mathematics of the Hallmarks of Cancer (https://www.fields.utoronto.ca/activities/24-25/oncology-hallmarks)
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📽 Mining Patterns of Somatic Mutations in Cancer with Machine Learning
🎞 Watch
📲Channel: @Bioinformatics
#video #machine_learning #cancer #mutation
🎞 Watch
📲Channel: @Bioinformatics
#video #machine_learning #cancer #mutation
YouTube
Mining Patterns of Somatic Mutations in Cancer with Machine Learning
Title: Mining Patterns of Somatic Mutations in Cancer with Machine Learning
Presenter: Quaid Morris, Full Member in the Computational and System Biology program at Sloan Kettering Institute; Co-Director of the Graduate Program in Computational Biology and…
Presenter: Quaid Morris, Full Member in the Computational and System Biology program at Sloan Kettering Institute; Co-Director of the Graduate Program in Computational Biology and…
👍4
🎓Advanced Applications of Machine Learning in Bioinformatics
💥Doctoral thesis from University of Tübingen, Germany
🗓Publish year: 2025
📎 Study thesis
📲Channel: @Bioinformatics
#thesis #machine_learning #epigenomics #metagenomics #disease
💥Doctoral thesis from University of Tübingen, Germany
🗓Publish year: 2025
📎 Study thesis
📲Channel: @Bioinformatics
#thesis #machine_learning #epigenomics #metagenomics #disease
👍10❤1
🎓Application of Machine Learning and Large Language Models in Healthcare for Data Prediction and Summarization
💥MSc thesis from Georgia Southern University, USA
🗓Publish year: 2025
📎 Study thesis
📲Channel: @Bioinformatics
#thesis #msc #machine_learning #prediction #health
💥MSc thesis from Georgia Southern University, USA
🗓Publish year: 2025
📎 Study thesis
📲Channel: @Bioinformatics
#thesis #msc #machine_learning #prediction #health
👍2
📃 Machine Learning for Toxicity Prediction Using Chemical Structures: Pillars for Success in the Real World
📙 Journal: Chemical Research in Toxicology (I.F.=3.7)
🗓Publish year: 2025
🧑💻Authors: Srijit Seal, Manas Mahale, Miguel García-Ortegón, ...
🏢Universities: Broad Institute of MIT and Harvard, United States- University of Cambridge, UK
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📲Channel: @Bioinformatics
#review #toxicity #chemical #machine_learning
📙 Journal: Chemical Research in Toxicology (I.F.=3.7)
🗓Publish year: 2025
🧑💻Authors: Srijit Seal, Manas Mahale, Miguel García-Ortegón, ...
🏢Universities: Broad Institute of MIT and Harvard, United States- University of Cambridge, UK
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📲Channel: @Bioinformatics
#review #toxicity #chemical #machine_learning
👍6❤3
🎓Machine Learning Methods in Biomedical Data for Precision Medicine
💥PhD thesis fromUniversity of California Los Angeles, USA
🗓Publish year: 2025
📎 Study thesis
📲Channel: @Bioinformatics
#thesis #phd #machine_learning #precision_medicine
💥PhD thesis fromUniversity of California Los Angeles, USA
🗓Publish year: 2025
📎 Study thesis
📲Channel: @Bioinformatics
#thesis #phd #machine_learning #precision_medicine
❤6👍2
📑 Computational prediction of promotors using the machine learning technique
💥Technical Document from University of Groningen, Netherlands
🗓Publish year: 2024
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📲Channel: @Bioinformatics
#promotor #machine_learning
💥Technical Document from University of Groningen, Netherlands
🗓Publish year: 2024
📎 Study
📲Channel: @Bioinformatics
#promotor #machine_learning
❤8👍1
📃 Bioinformatics Applications in Chronic Diseases: A Comprehensive Review of Genomic, Transcriptomics, Proteomic, Metabolomics, and Machine Learning Approaches
📘 Journal: Medinformatics
🗓Publish year: 2024
🧑💻Authors: Taiwo Temitope Ogunjobi, Precious Nkeiruka Ohaeri, Olamide Tayo Akintola, ...
🏢Universities: Ladoke Akintola University of Technology & Obafemi Awolowo University & Lagos State University, Nigeria
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📲Channel: @Bioinformatics
#review #Chronic #genomic #transcriptomics #proteomic #metabolomics #machine_learning
📘 Journal: Medinformatics
🗓Publish year: 2024
🧑💻Authors: Taiwo Temitope Ogunjobi, Precious Nkeiruka Ohaeri, Olamide Tayo Akintola, ...
🏢Universities: Ladoke Akintola University of Technology & Obafemi Awolowo University & Lagos State University, Nigeria
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📲Channel: @Bioinformatics
#review #Chronic #genomic #transcriptomics #proteomic #metabolomics #machine_learning
❤4👍3👏1
📑 Progress and trends on machine learning in proteomics during 1997-2024: a bibliometric analysis
📔 Journal: Frontiers in Medicine (I.F.=3)
🗓Publish year: 2025
🧑💻Authors: Chao Tan, Hao Liu, Zhen Zhang, ...
🏢University: Chengdu University, Chengdu, China
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📲Channel: @Bioinformatics
#review #machine_learning #proteomics
📔 Journal: Frontiers in Medicine (I.F.=3)
🗓Publish year: 2025
🧑💻Authors: Chao Tan, Hao Liu, Zhen Zhang, ...
🏢University: Chengdu University, Chengdu, China
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📲Channel: @Bioinformatics
#review #machine_learning #proteomics
👍4❤1