Bioinformatics

🏢 The 1st International Workshop on Data Analysis in Life Science
💥Online Workshop

🗓 Date: September 19-23, 2022

💣 Paper submission deadline: 31 August 2022

🖇Website: https://www.bioinformatics.deib.polimi.it/DALS2022/

📲Channel: @Bioinformatics

#workshop #online

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Bioinformatics

Forwarded from Network Analysis Resources & Updates

📄Modularity in Biological Networks

📘Journal: Frontiers in Genetics (I.F= 4.772 )

🗓Publish year: 2021

📎 Study the paper

📲Channel: @ComplexNetworkAnalysis
#review #modularity

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3.93K views05:26

Bioinformatics

📑Advanced machine-learning techniques in drug discovery

📘 Journal: Drug Discovery Today (I.F=8.369)

🗓Publish year: 2021

📎 Study paper

📲Channel: @Bioinformatics

#review #drug #machine_learning

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4.11K views12:26

Bioinformatics

🎞 Introduction to Weighted Gene Co-expression Network Analysis (WGCNA)

📽 Part 1 (Introduction)
📽 Part 2 (Detailed workflow)

📲Channel: @Bioinformatics
#video #WGCNA

YouTube

Introduction to Weighted Gene Co-expression Network Analysis (WGCNA) | Bioinformatics 101

Weighted Gene Co-expression Network Analysis (WGCNA) is a commonly used unsupervised method to cluster genes based on their expression profiles. In this video I go over the idea behind WGCNA and provide a high-level overview of various steps that go into…

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Bioinformatics

📃Blockchain for Genomics: A Systematic Literature Review

🗓Publish year: 2021

📎 Study the paper

📲Channel: @Bioinformatics

#review #blockchain #genomics

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Bioinformatics

🎬A Day in the Life of a Bioinformatician

🌐 Watch the interview

📲Channel: @Bioinformatics
#video

YouTube

A Day in the Life of a.... bioinformatician

Discover how bioinformatician Melpi Kasapi’s AI research could help in understanding groups of heart diseases better.

Melpi Kasapi is a PhD student whose research focusses on the use of AI and machine learning methods to combine genomic and imaging data…

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Bioinformatics

🎓PhD position of Computational Biology
at UNSW Sydney

💣Deadline: September 25, 2022

📲Channel: @Bioinformatics
#phd #position

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Bioinformatics

📑 Online Tools for Teaching Cancer Bioinformatics

📘 Journal: Journal of Microbiology & Biology Education

🗓Publish year: 2021

📎 Study paper

📲Channel: @Bioinformatics

#teaching #cancer

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Bioinformatics

📽6 hours Bioinformatics lectures

🎞 Part 1 (Genomics)
🎞 Part 2 (Transcriptomics)
🎞 Part 3 (Epigenetics)

📲Channel: @Bioinformatics
#video #Genomics #Transcriptomics #Epigenetics

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Bioinformatics

📃 Deep learning for drug repurposing: Methods, databases, and applications

📘Journal: WIREs Computational Molecular Science (I.F.=11.5)
🗓Publish year: 2022

📎 Study the paper

📲Channel: @Bioinformatics

#drug #reproposing #deep_learning

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Bioinformatics

🎞 Bioinformatics for genomics and gene editing
💥From the Université de Montréal

📽 Watch

📲Channel: @Bioinformatics
#video #genomics #editing

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4.31K views06:44

Bioinformatics

📄Ten quick tips for biomarker discovery and validation analyses using machine learning

📘Journal: PLOS Computational Biology (I.F.=4.779)
🗓Publish year: 2022

📎 Study the paper

📲Channel: @Bioinformatics

👍1

4.12K views12:16

Bioinformatics

📑Deep learning-based clustering approaches for bioinformatics

📘 Journal:Briefings in Bioinformatics (I.F=13.994)

🗓Publish year: 2021

📎 Study paper

📲Channel: @Bioinformatics
#review #deep_learning #clustering

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3.76K views17:52

Bioinformatics

🎞 The History of Genomics Told Through Machine Learning
💥From NIH National Human Genome Research Institute

📽 Watch

📲Channel: @Bioinformatics
#video #genomics #machine_learning

YouTube

The History of Genomics Told Through Machine Learning

To commemorate the 10th anniversary of the NHGRI History of Genomics Program, NHGRI hosted a virtual lecture titled “The history of genomics told through machine learning: A celebration of 10 years of the NHGRI history program.” Luís Amaral and Spencer Hong…

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Bioinformatics

📄Evolution of Sequence-based Bioinformatics Tools for Protein-protein Interaction Prediction

📘 Journal: Current Genomics (I.F=2.689)

🗓Publish year: 2020

📎 Study paper

📲Channel: @Bioinformatics
#review #PPI

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3.94K views01:37

Bioinformatics

📃Data Science in Undergraduate Life Science Education

📘 Journal: BioScience (I.F=11.566)

🗓Publish year: 2021

📎 Study paper

📲Channel: @Bioinformatics
#education #data_science

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Bioinformatics

🎓Machine Learning for Genomic Data

📘BSc thesis from University of NUS, Singapore

🗓Publish year: 2019

💥Abstract: This report explores the application of machine learning techniques on short timeseries gene expression data. Although standard machine learning algorithms work well on longer time-series’, they often fail to find meaningful insights from fewer timepoints.
In this report, we explore model-based clustering techniques. We combine popular unsupervised learning techniques like K-Means, Gaussian Mixture Models, Bayesian Networks, Hidden Markov Models with the well-known Expectation Maximization algorithm. K-Means and Gaussian Mixture Models are fairly standard, while Hidden Markov Model and Bayesian Networks clustering are more novel ideas that suit time-series gene expression data.

📎 Study thesis

📲Channel: @Bioinformatics
#thesis #genomic #machine_learning

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Bioinformatics

🎞 R Workshop: RNA-Seq From Raw to Processed Data

📽 Watch

📲Channel: @Bioinformatics
#video #workshop #rna-seq

YouTube

R Workshop Series Part 1 - RNA-Seq: From Raw to Processed Data

As part of GrasPods Welcome Week 2021, we’re delighted to bring you Part 1 of a step-by-step RNA-seq data analysis workshop, in association with the BC Children’s Hospital Research Institute’s Trainee Omics Group (TOG).

TOG is the resident graduate trainee…

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Bioinformatics

📑 Determining Protein–Protein Interaction Using Support Vector Machine: A Review

📘 Journal: IEEE Access (I.F=3.476)

🗓Publish year: 2021

📎 Study paper

📲Channel: @Bioinformatics
#review #PPI #SVM

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Bioinformatics

👨‍🏫 Registration is open to one month International Bioinformatics Workshop by DE<code>LIFE
💥 Data science and Machine learning with - "R" 💥

🗓 Duration: 26 September - 22 October, 2022

✍️ Registration Link
https://decodelife.co.in

💲 Fees: Rupees 1200 for Indian Participants /USD 25 for international Participants

💥Key Features :
▫️ 20 sessions with approximately 30 hrs of learning.
▫️E- Certificate of Participation.

Note: video recording will be shared with participants immediately after each session along with relevant material.

❓Frequently asked questions
https://decodelife.co.in/faq/

📲Channel: @Bioinformatics

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3.88K views14:33

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