Bioinformatics
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Bioinformatics, Computational Biology & Systems Biology

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πŸ‘·Remote Job: Bioinformatics Analyst

πŸ’₯Job summery: Primary accountability is to leverage the organization’s data assets exome sequencing data (>180,000 individuals) from MyCode Community Health Initiative to improve quality, efficiency and generate knowledge specifically in the field of bioinformatics within health research. Performs and supervises complex data extraction, transformation, visualization, and summarization to support Research and operations activities.. Uses data reporting/management tools such as SQL, python, NGS tools (GATK, BWA, VEP, etc.), genomic databases (ClinVar, NCBI, gnomAD, etc.) and contributes to national publications. Uses multiple operating systems (Windows, Linux) and compute environments (local, cloud) and is responsible for assisting in development and maintenance of bioinformatics capabilities.

ℹ️ More information and apply

πŸ“²Channel: @Bioinformatics
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πŸ“‘Challenges in Bioinformatics Workflows for Processing Microbiome Omics Data at Scale

πŸ“˜Journal: Frontiers in Bioinformatics
πŸ—“Publish year: 2022

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πŸ“²Channel: @Bioinformatics
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πŸ“‘ Artificial Intelligence and Machine Learning in Precision and Genomic Medicine
πŸ“˜ Preprint paper

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πŸ“²Channel: @Bioinformatics
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πŸ“ƒStatistics or biology: the zero-inflation controversy about scRNA-seq data

πŸ“˜Journal: Genome Biology (I.F.=13.583)
πŸ—“Publish year: 2022

πŸ’₯Abstract: Researchers view vast zeros in single-cell RNA-seq data differently: some regard zeros as biological signals representing no or low gene expression, while others regard zeros as missing data to be corrected. To help address the controversy, here we discuss the sources of biological and non-biological zeros; introduce five mechanisms of adding non-biological zeros in computational benchmarking; evaluate the impacts of non-biological zeros on data analysis; benchmark three input data types: observed counts, imputed counts, and binarized counts; discuss the open questions regarding non-biological zeros; and advocate the importance of transparent analysis.

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πŸ“²Channel: @Bioinformatics
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πŸ“‘Machine learning for multi-omics data integration in cancer

πŸ“˜Journal: IScience (I.F.=5.458)
πŸ—“Publish year: 2022

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πŸ“²Channel: @Bioinformatics
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πŸ“Ί BioInformatics: Algorithms and Applications
πŸ’₯YouTube playlists curated by Class Central (69 sessions)

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πŸ“²Channel: @Bioinformatics
πŸ“‘A Bibliometric Analysis of Mexican Bioinformatics: A Portrait of Actors, Structure, and Dynamics

πŸ“˜Journal: Biology (I.F.=5.079)
πŸ—“Publish year: 2022

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πŸ“²Channel: @Bioinformatics
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πŸ“„Recent Advances of Deep Learning in Bioinformatics and Computational Biology

πŸ“˜Journal: Frontiers in Genetics (I.F.=5.599)
πŸ—“Publish year: 2019

πŸ’₯Abstract: Extracting inherent valuable knowledge from omics big data remains as a daunting problem in bioinformatics and computational biology. Deep learning, as an emerging branch from machine learning, has exhibited unprecedented performance in quite a few applications from academia and industry. We highlight the difference and similarity in widely utilized models in deep learning studies, through discussing their basic structures, and reviewing diverse applications and disadvantages. We anticipate the work can serve as a meaningful perspective for further development of its theory, algorithm and application in bioinformatic and computational biology.

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πŸ“²Channel: @Bioinformatics
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🎬 Free webinar
πŸ’₯Deciphering the cellular, molecular, clinical and therapeutic implications of lung cancers lacking targeted therapies

πŸ—“ Date: 15th February
πŸ•– Time: From 19 to 20 p.m, CET
πŸ‡¬πŸ‡§Language: English

ℹ️ Registration and more information

πŸ“²Channel: @Bioinformatics
πŸ‘¨β€πŸ« Free Online Course:
Artificial Intelligence in Bioinformatics

πŸ—“ Duration: 3 weeks (Self paced)

πŸ’₯What you'll learn:
▫️Overview on bioinformatics
▫️Artificial Intelligence and how to apply it to bioinformatics
▫️Feature engineering
▫️Feature learning
▫️Deep learning in bioinformatics
▫️Analyzing and visualizing data

ℹ️ More information and Participation

πŸ“²Channel: @Bioinformatics
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πŸ“‘Ten Simple Rules for writing algorithmic bioinformatics conference papers

πŸ“˜Journal: PLOS Computational Biology (I.F.=4.475)
πŸ—“Publish year: 2020

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πŸ“²Channel: @Bioinformatics
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πŸŽ– 11th ISCB Student Wikipedia competition announcement
The competition aims to improve Wikipedia's coverage of any topic relating to ISCB's Bioinformatics Core Competencies

πŸ’£ Deadline: 29 April 2022

πŸ†Prizes:
πŸ₯‡1st prize - $500 (USD) and 1 year membership to the ISCB
πŸ₯ˆ2nd prize - $250 (USD) and 1 year membership to the ISCB
πŸ₯‰3rd prize - $150 (USD) and 1 year membership to the ISCB

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πŸ“²Channel: @Bioinformatics
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🎬 Free webinar
πŸ‡ͺπŸ‡ΈBig data and Artificial Intelligence: towards personalized medicine

πŸ—“ Date: 4 February, 2022
πŸ•– Time: 12:30 p.m.

ℹ️ Participate (in Microsoft Teams)

πŸ“²Channel: @Bioinformatics
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🎬 Free webinar hosted by the Genomic Institute
πŸ’₯Genomics in Practice

πŸ—“ Date: Thursday 24 February
πŸ•– Time: 4:00pm to 5:30pm AEST

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✍🏻 Registration

πŸ“²Channel: @Bioinformatics
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🎬 Free webinar
πŸ’₯Biomarker Discovery from Gene Expression: Challenges and Solutions for Success

πŸ—“ Date: Thursday 24 February
πŸ•– Time: 11am EST (NA) / 4pm GMT (UK) / 5pm CET (EU-Central)

ℹ️ More information

✍🏻 Registration (Creating an account is required)

πŸ“²Channel: @Bioinformatics
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🧬Promote cancer research by playing a mobile game

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πŸ“²Channel: @Bioinformatics
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πŸ‘¨β€πŸ« Registration is open for One month Bioinformatics Workshop

πŸ’₯ Data science and Machine learning for Bioinformatics with "R"πŸ’₯

πŸ—“ Duration: 19 February - 18 March, 2022

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

πŸ’² Fees: Rupees 1200 for Indian Participants /USD 25 for international Participants

πŸ’₯Key Features:
▫️ 20 sessions with approximately 35 hrs of learning
▫️E- Certificate of Participation

πŸ“²Channel: @Bioinformatics
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