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Bioinformatics

@Bioinformatics

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Bioinformatics, Computational Biology & Systems Biology

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📃 From Data to Cure: A Comprehensive Exploration of Multi-omics Data Analysis for Targeted Therapies

📘Journal: Molecular Biotechnology (I.F.=2.6)
🗓Publish year: 2024

🧑‍💻Authors: Arnab Mukherjee, Suzanna Abraham, Akshita Singh, ...
🏢University: Manipal Institute of Technology, India

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📲Channel: @Bioinformatics
#review #omics #machine_learning

👍8

4.86K views19:40

📑Employing Machine Learning Techniques to Detect Protein Function: A Survey, Experimental, and Empirical Evaluations

🗓 Publish year: 2024

🧑‍💻Authors: Kamal Taha
🏢University: Khalifa University, UAE

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📲Channel: @Bioinformatics
#review #protein #machine_learning

👍6

4.67K views16:52

📑 Statistical and machine learning methods for cancer research and clinical practice: A systematic review

📗 Journal: Biomedical Signal Processing and Control (I.F.=4.9)
🗓 Publish year: 2024

🧑‍💻Authors: Laura Lopez-Perez, Eleni Georga, Carlo Conti, ...

🏢Universities:
Universidad Politécnica de Madrid, Spain
University of Ioannina, Greece
University of Milan, Italy
Universitá Campus Biomedico di Roma, Italy

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📲Channel: @Bioinformatics
#review #cancer #machine_learning

👍4❤2🙏1

4.69K views18:00

🎓Application of Machine Learning in Systems Biology

📕PhD Thesis form Chalmers University of Technology, Sweden

🗓Publish year: 2020

📎 Study thesis

📲Channel: @Bioinformatics
#thesis #machine_learning #systems_biology

❤8👍2👌1

3.96K views17:21

📃Machine Learning Models for the Identification of Prognostic and Predictive Cancer Biomarkers: A Systematic Review

📘Journal: International Journal of Molecular Sciences (I.F.=4.9)
🗓Publish year: 2023

🧑‍💻Authors: y Qasem Al-Tashi,Maliazurina B. Saad,Amgad Muneer, ...
🏢University:
The University of Texas, USA
Torrens University Australia, Australia
Yonsei University, Republic of Korea
Obuda University, Hungary

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📲Channel: @Bioinformatics
#review #cancer #machine_learning #biomarker

❤4👍1

5.01K views18:33

👩‍🏫 Machine Learning and AI in Bioinformatics
💥Texas A&M University

👩‍💻 Course link

📲Channel: @Bioinformatics
#course #machine_learning #ai

👍6👏2

5.3K views18:36

📃A scoping review and bibliometric analysis (ScoRBA) of machine learning in genetic data analysis: unveiling the transformative potential

📘 Journal: Rwanda Medical Journal
🗓Publish year: 2024

🧑‍💻Authors: Wan Nur Amalina Zakaria, Haikal Zahiruddin, ...
🏢Universities: Universiti Teknologi MARA Kelantan, Malaysia - Universitas Indonesia Maju, Indonesia

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📲Channel: @Bioinformatics
#review #machine_learning #genetic

❤5👍1

4.84K views18:12

📑 Enhancing Molecular Network-Based Cancer Driver Gene Prediction Using Machine Learning Approaches: Current Challenges and Opportunities

📓 Journal: Journal of Cellular and Molecular Medicine (I.F.=4.3)
🗓Publish year: 2025

🧑‍💻Authors: Hao Zhang, Chaohuan Lin, Ying'ao Chen, ...
🏢Universities: Wenzhou Medical University - University of Chinese Academy of Sciences, China

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📲Channel: @Bioinformatics
#review #cancer #network #driver_gene #machine_learning

👍3🔥1👏1

5.52K views06:54

📑Machine learning and related approaches in transcriptomics

📙 Journal: Biochemical and Biophysical Research Communications (I.F.=2.5)
🗓 Publish year: 2024

🧑‍💻Authors: Yuning Cheng, Si-Mei Xu, Kristina Santucci, ...
🏢Universities: University of New South Wales, Australia

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📲Channel: @Bioinformatics
#review #machine_learning #transcriptomics

❤1

3.36K views18:12

📑 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

👍3❤2🔥1👏1

3.32K views06:31

📄 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

👍6❤2🙏1👌1

4.23K views18:55

🎥 Explainable Machine Learning in Early Cancer Diagnosis

🎞 Watch

📲Channel: @Bioinformatics
#video #machine_learning #explainability #cancer

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 (http://www.fields.utoronto.ca/activities/24-25/oncology-hallmarks)

❤3👍1

2.84K views16:21

📽 Mining Patterns of Somatic Mutations in Cancer with Machine Learning

🎞 Watch

📲Channel: @Bioinformatics
#video #machine_learning #cancer #mutation

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…

👍4

2.85K views19:14

🎓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

👍10❤1

2.84K views19:28

🎓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

👍2

2.95K views18:21

📃 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

👍6❤3

2.8K views07:22

🎓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

❤6👍2

2.51K views05:45

📑 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

❤8👍1

2.71K views05:59

📃 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

❤4👍3👏1

2.44K views14:22

📑 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

👍4❤1

1.83K views11:54