👨‍🏫 International Virtual Workshop entitled Basic Principles to Advanced techniques: Cheminformatics and MachineLearning in drug discovery

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📲Channel: @Bioinformatics

👨‍💻Last two days left for Registration to One month online International Bioinformatics Workshop by DE<code>LIFE

💥 Bioinformatics Data Science with R and MySQL - 5th Ed, 2023💥

🗓 Duration: 15 April - 16 May, 2023

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

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

💥Key Features :
▫️ 25 sessions with approximately 35 hrs of learning.
▫️E- Certificate of Participation.

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

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https://decodelife.co.in/faq/

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📲Channel: @Bioinformatics

📃Protein–RNA interaction prediction with deep learning: structure matters

💥From abstract: .... In this work, we give a thorough review of this field, surveying both the binding site and binding preference prediction problems and covering the commonly used datasets, features and models. We also point out the potential challenges and opportunities in this field. This survey summarizes the development of the RNA-binding protein–RNA interaction field in the past and foresees its future development in the post-AlphaFold era.

📘Journal: Briefings in Bioinformatics (I.F.=13.994)
🗓Publish year: 2021

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📲Channel: @Bioinformatics
#review #binding_site #prediction

📑Biological Sequence Classification: A Review on Data and General Methods

📘Journal: Research (I.F.=11.036)
🗓Publish year: 2022

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📲Channel: @Bioinformatics
#review #sequence

📃Best practices for single-cell analysis across modalities

📘Journal: Nature Reviews Genetics (I.F.=59.581)
🗓Publish year: 2023

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📲Channel: @Bioinformatics
#review #single_cell

📑Computational methods for drug combination prediction: systematic review

📘Journal: Computational and Structural Biotechnology (I.F.=6.155)
🗓Publish year: 2022

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📲Channel: @Bioinformatics
#review #drug #prediction

📃Tasks, Techniques, and Tools for Genomic Data Visualization

📘Journal: Computer Graphics Forum (I.F.=2.363)

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📲Channel: @Bioinformatics
#review #visualization #genomic

📄 A review of deep learning applications for genomic selection

📔Journal: BMC Genomics (I.F.=4.560)

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📲Channel: @Bioinformatics
#review #genomic #deep_learning

📰 Bioinformatics Projects for non-Bioinformaticians: Should I Outsource or Should I Hire Locally?
💥 General article

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📲Channel: @Bioinformatics
#outsourcing

🎥Genome bioinformatics: can you build expertise from scratch?
💥from TEDx Talks

🎞 Watch

📲Channel: @Bioinformatics
#video #start

📄 Ten simple rules for developing visualization tools in genomics

📕Journal: PLOS Computational Biology (I.F.=4.779)

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📲Channel: @Bioinformatics
#visualization #genomics

📑Deep Learning in Single-Cell Analysis

🗓Publish year: 2022

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📲Channel: @Bioinformatics
#review #deep_learning #single_cell

📹Gene Set Enrichment Analysis (+ R tutorial)

🎞 Watch

📲Channel: @Bioinformatics
#video #enrichment_analysis

📄A survey of machine learning-based methods for COVID-19 medical image analysis

📘Journal: Medical & Biological Engineering & Computing (I.F.=3.079)
🗓Publish year: 2023

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📲Channel: @Bioinformatics
#review #COVID_19 #ml #image

📃Artificial intelligence in drug discovery: applications and techniques

📘Journal: Briefings in Bioinformatics (I.F.=13.994)
🗓Publish year: 2022

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📲Channel: @Bioinformatics
#review #ai #drug

📄Basic and Advanced Network Visualization with R

💥Technical paper

📘 PDF

💻 Code

🗂️ data

📲Channel: @ComplexNetworkAnalysis

#tools #R #code

📄A comprehensive review on knowledge graphs for complex diseases

📘Journal: Briefings in Bioinformatics (I.F=13.994)
🗓Publish year: 2022

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📱Channel: @ComplexNetworkAnalysis
#paper #knowledge_graphs #complex #diseases #review

📃 Prediction of cancer driver genes and mutations: the potential of integrative computational frameworks

💥From Abstract: ... Here, we provide an overview of databases and datasets for building or testing predictive tools for discovery of cancer drivers. We introduce predictive tools for driver genes, driver mutations, and the impact of these based on structural analysis. Additionally, we suggest and recommend directions in the field to avoid silo-research, moving in the direction of integrative frameworks...

🗓Publish year: 2023

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📲Channel: @Bioinformatics
#review #driver_genes #cancer #mutation