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BioData Min December 2017 PMID 29234465

Ten quick tips for machine learning in computational biology.

Davide Chicco

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Mentions

92
Peak: 32 in Aug 2019
across 3 sources since Feb 2018

Extended reach

280,758
potential audience

Total likes

244

Video views

1,550

Mentions per month

Feb 2018 – Nov 2024

Where it's discussed

  • X / Twitter81 posts
  • News9 articles
  • YouTube2 videos

AI synopsis

What people are saying

The overall tone reflects strong agreement and high interest, as seen in posts praising the article, mentioning its translation, and sharing personal appreciation; phrases like 'great work' and 'surpassed 100 citations' demonstrate a positive and engaged response. The tone and content suggest the publication is considered practically useful and impactful within the research community.

AgreementModerate agreement

Most discussions express positive acknowledgment and support for the article, with several users quoting or praising its usefulness, indicating strong agreement.

InterestHigh interest

The prevalent tone shows high curiosity and appreciation, especially with mentions of the paper’s influence and translation into other languages.

EngagementHigh engagement

There are multiple instances of users sharing their experiences, thanking the authors, and discussing the tips in detail, reflecting deep engagement.

ImpactModerate impact

The discussions highlight the article's influence on research and practice, with some posts noting citations and practical applications, but overall impact remains moderate.

Abstract in brief

  • Machine learning is increasingly important in computational biology, bioinformatics, and health informatics, but beginners often lack experience and may make mistakes that lead to inaccurate or overly optimistic results.
  • The article offers ten quick tips designed to help practitioners avoid common errors and improve the effectiveness of their machine learning projects in these fields.
  • These guidelines aim to support both newcomers and experienced researchers in conducting successful and reliable machine learning analyses within computational biology.]
Read the full abstract

Top posts

Most liked on X and Bluesky
Ming "Tommy" Tang
@tangming2005 · X

Ten quick tips for machine learning in computational biology https://t.co/8nh0cgLCou

Nov 9, 2024 · 127 likes · 30 shares · 42,444 followers View post →
Jason H. Moore, PhD
@moorejh · X

Ten quick tips for machine learning in computational biology https://t.co/MxLucqd2ze #bioinformatics #machinelearning #datascience

Aug 15, 2019 · 61 likes · 29 shares · 34,122 followers View post →
DavideChicco.it
@DavideChicco_it · X

Happy to see my paper "Ten quick tips for machine learning in computational biology" today surpassed 100 citations on Google Scholar in 1 year & 7 months! It's amazing to think it was able to influence so many researchers & students!

Jun 25, 2019 · 12 likes · 424 followers View post →
Kazuki Yoshida
@kaz_yos · X

Ten quick tips for machine learning in computational biology | BioData Mining | Full Text https://t.co/JuKCbl64vf

May 7, 2019 · 3 likes · 5,576 followers View post →
Diego Forero MD, PhD
@daforerog · X

Ten quick tips for machine learning in computational biology https://t.co/wjq19680qr @moorejh

Aug 17, 2022 · 3 likes · 1,596 followers View post →
DavideChicco.it
@DavideChicco_it · X

@Giuseppe_Jurman @leriomaggio @maqcsociety @mpbalab @FBKcom Thanks Valerio for the mention of my paper! And thanks Giuseppe for the tweet!

Apr 10, 2019 · 3 likes · 1 share · 424 followers View post →

All mentions

Mohamad Taha
@taha_moham46129 · X

RT @tangming2005: Ten quick tips for machine learning in computational biology https://t.co/8nh0cgLCou

Nov 11, 2024 · 30 shares · 22 followers View post →
Olivier Borkowski
@O_Borkowski · X

RT @tangming2005: Ten quick tips for machine learning in computational biology https://t.co/8nh0cgLCou

Nov 10, 2024 · 30 shares · 7,129 followers View post →
J. Fernando Bazan @jfernandobazan.bsky.social
@jfernandobazan · X

RT @tangming2005: Ten quick tips for machine learning in computational biology https://t.co/8nh0cgLCou

Nov 10, 2024 · 30 shares · 701 followers View post →
JosephLaiC
@laixiaojie6 · X

RT @tangming2005: Ten quick tips for machine learning in computational biology https://t.co/8nh0cgLCou

Nov 10, 2024 · 30 shares · 8 followers View post →
Akshay Kumar
@sidha2ladka1 · X

RT @tangming2005: Ten quick tips for machine learning in computational biology https://t.co/8nh0cgLCou

Nov 10, 2024 · 30 shares · 128 followers View post →
Leonard Koolman
@LeonardKoolman · X

RT @tangming2005: Ten quick tips for machine learning in computational biology https://t.co/8nh0cgLCou

Nov 10, 2024 · 30 shares · 42 followers View post →
Joegidi
@Joegidi_real · X

RT @tangming2005: Ten quick tips for machine learning in computational biology https://t.co/8nh0cgLCou

Nov 10, 2024 · 30 shares · 40 followers View post →
Adawiah Zainal
@ruruadra · X

RT @tangming2005: Ten quick tips for machine learning in computational biology https://t.co/8nh0cgLCou

Nov 10, 2024 · 30 shares · 228 followers View post →
Єl Єรקy
@FranEspy · X

RT @tangming2005: Ten quick tips for machine learning in computational biology https://t.co/8nh0cgLCou

Nov 10, 2024 · 30 shares · 105 followers View post →
littleoneofPY
@Chromosomepaint · X

RT @tangming2005: Ten quick tips for machine learning in computational biology https://t.co/8nh0cgLCou

Nov 10, 2024 · 30 shares · 60 followers View post →
Felipe Aguilera @faguilgen.bsky.social
@faguilgen · X

RT @tangming2005: Ten quick tips for machine learning in computational biology https://t.co/8nh0cgLCou

Nov 10, 2024 · 30 shares · 786 followers View post →
Svenska Pansarsskeppsföreningen
@pansarskepp · X

RT @tangming2005: Ten quick tips for machine learning in computational biology https://t.co/8nh0cgLCou

Nov 10, 2024 · 30 shares · 203 followers View post →
Bukenya Lukman
@lukman_bukenya · X

RT @tangming2005: Ten quick tips for machine learning in computational biology https://t.co/8nh0cgLCou

Nov 10, 2024 · 30 shares · 1,028 followers View post →
Eran Bosis
@EranBosis · X

RT @tangming2005: Ten quick tips for machine learning in computational biology https://t.co/8nh0cgLCou

Nov 10, 2024 · 30 shares · 71 followers View post →
Bioecomatics
@bioecomatic · X

RT @tangming2005: Ten quick tips for machine learning in computational biology https://t.co/8nh0cgLCou

Nov 10, 2024 · 30 shares · 112 followers View post →
Carme Zaragoza
@CarmeZaragoza · X

RT @tangming2005: Ten quick tips for machine learning in computational biology https://t.co/8nh0cgLCou

Nov 10, 2024 · 30 shares · 593 followers View post →
IntoWild
@euvlook · X

RT @tangming2005: Ten quick tips for machine learning in computational biology https://t.co/8nh0cgLCou

Nov 10, 2024 · 30 shares · 87 followers View post →
Nithyanan Annamalai
@BlackSamrat · X

RT @tangming2005: Ten quick tips for machine learning in computational biology https://t.co/8nh0cgLCou

Nov 9, 2024 · 30 shares · 376 followers View post →
Planet hEart
@enovelist1 · X

RT @tangming2005: Ten quick tips for machine learning in computational biology https://t.co/8nh0cgLCou

Nov 9, 2024 · 30 shares · 3,666 followers View post →
Shams Salah Mahdi
@ShamsPath · X

RT @tangming2005: Ten quick tips for machine learning in computational biology https://t.co/8nh0cgLCou

Nov 9, 2024 · 30 shares · 1,602 followers View post →
Dr Jyoti Kant
@jkcinfo · X

RT @tangming2005: Ten quick tips for machine learning in computational biology https://t.co/8nh0cgLCou

Nov 9, 2024 · 30 shares · 816 followers View post →
felix
@felixlee0608 · X

RT @tangming2005: Ten quick tips for machine learning in computational biology https://t.co/8nh0cgLCou

Nov 9, 2024 · 30 shares · 32 followers View post →
Dr. Jasmine Plummer
@DrJasPlummer · X

RT @tangming2005: Ten quick tips for machine learning in computational biology https://t.co/8nh0cgLCou

Nov 9, 2024 · 30 shares · 1,187 followers View post →
Godwin Adegbehingbe
@demil_God · X

RT @tangming2005: Ten quick tips for machine learning in computational biology https://t.co/8nh0cgLCou

Nov 9, 2024 · 30 shares · 464 followers View post →
Ming "Tommy" Tang
@tangming2005 · X

Ten quick tips for machine learning in computational biology https://t.co/8nh0cgLCou

Nov 9, 2024 · 127 likes · 30 shares · 42,444 followers View post →
Diego Forero MD, PhD
@daforerog · X

Ten quick tips for machine learning in computational biology https://t.co/wjq19680qr @moorejh

Aug 17, 2022 · 3 likes · 1,596 followers View post →
مُحمَّد حسين العلي
@AbuFatimahAlali · X

@MHAlnamnakani @Dr_Hmood كل مجال تطبيقي وله نصائحه وقواعده لتنظيف وتجهيز البيانات، هنا ورقة علمية تشرح بعض النقاط في مجال التطبيقات الحيوية: Ten quick tips for machine learning in computational biology https://t.co/clxcw6KAw4

Jun 10, 2022 · 2 likes · 1 share · 1,048 followers View post →
Bablu kumar
@wet2drylab · X

10 tips for #ML beginners #computationalbiologiest https://t.co/prooT1N0A3

Sep 3, 2021 · 391 followers View post →
Sophia Escobar-Correas, PhD
@DrSophiaEscobar · X

I found today @DavideChicco_it 's paper : https://t.co/y76yB8gntc This has really help me to wrap up an ML project. Great work!

Apr 11, 2021 · 1 like · 313 followers View post →
مُحمَّد حسين العلي
@AbuFatimahAlali · X

عشرة نصائح لاستخدام خوارزميات تعلم الآلة في التطبيقات الحيوية Ten quick tips for machine learning in computational biology https://t.co/yB94rF0f1R https://t.co/2W7SJemrPB

Mar 19, 2021 · 1,048 followers View post →
Sanju Sinha
@Sanjusinha7 · X

RT @sanna_madan: A good overview - Ten quick tips for machine learning in computational biology https://t.co/qv0zszG9pB

Mar 6, 2021 · 2 shares · 3,917 followers View post →
Machine Learning Bot
@ML_Tweet_Bot · X

RT @sanna_madan: A good overview - Ten quick tips for machine learning in computational biology https://t.co/qv0zszG9pB

Mar 6, 2021 · 2 shares · 10,146 followers View post →
Sanna Madan
@SannaMadan · X

A good overview - Ten quick tips for machine learning in computational biology https://t.co/qv0zszG9pB

Mar 6, 2021 · 2 likes · 2 shares · 1,130 followers View post →
Machine Learning Bot
@ML_Tweet_Bot · X

RT @rifcoru: [ Paper Break Down ] Ten Quick Tips for Machine Learning in Computational Biology by @JaeDukSeo in @TDataScience https://t.co/…

Dec 11, 2020 · 1 share · 10,146 followers View post →
Konstantin Lyakhov
@rifcoru · X

[ Paper Break Down ] Ten Quick Tips for Machine Learning in Computational Biology by @JaeDukSeo in @TDataScience https://t.co/G5UFrJ9voT

Dec 11, 2020 · 1 like · 1 share · 1,225 followers View post →
Day Trade Insight
@Hackveda · X

Free 4-6 Week Summer Training Online & Internship on Python, Machine Learning and Web development with Certifications - Ten quick tips for machine learning in computational biology #summertraining #summerinternship #onlinetraining #free https://t.co/non362RDAP

May 19, 2020 · 1 like · 443 followers View post →
Suhnylla Kler
@SuhnyllaKler · X

RT @DavideChicco_it: @Giuseppe_Jurman @leriomaggio @maqcsociety @mpbalab @FBKcom Thanks Valerio for the mention of my paper! And thanks Gi…

May 8, 2020 · 1 share · 1,575 followers View post →
Valerio Maggio @leriomaggio@mastodon.social
@leriomaggio · X

RT @DavideChicco_it: My paper "Ten quick tips for machine learning in computational biology" has been translated into simplified Mandarin C…

Apr 7, 2020 · 1 share · 1,410 followers View post →
DavideChicco.it
@DavideChicco_it · X

My paper "Ten quick tips for machine learning in computational biology" has been translated into simplified Mandarin Chinese by Qiguo Lian (@epimancn) and other kind volunteers of the https://t.co/ByhTzUMI79 forum!

Apr 6, 2020 · 3 likes · 1 share · 424 followers View post →
DavideChicco.it
@DavideChicco_it · X

@pmbaumgartner @Giuseppe_Jurman You're welcome, happy you appreciated it! I had the original idea by extending Tip 8 of my "Ten quick tips for machine learning in computational biology" ( https://t.co/Cf9kgPkOSz); then @Giuseppe_Jurman enhanced it by adding several parts, and now it's out! ✌️

Jan 21, 2020 · 1 like · 424 followers View post →
NETS @ Penn
@PennNETS · X

RT @moorejh: Ten quick tips for machine learning in computational biology https://t.co/MxLucqd2ze #bioinformatics #machinelearning #datasci…

Aug 22, 2019 · 29 shares · 545 followers View post →
Computational Systems Biology Lab
@PengyiYang82 · X

RT @moorejh: Ten quick tips for machine learning in computational biology https://t.co/MxLucqd2ze #bioinformatics #machinelearning #datasci…

Aug 16, 2019 · 29 shares · 780 followers View post →
TC Conseil
@CarrierThibault · X

RT @moorejh: Ten quick tips for machine learning in computational biology https://t.co/MxLucqd2ze #bioinformatics #machinelearning #datasci…

Aug 16, 2019 · 29 shares · 156 followers View post →
Dr. Arnaldo Díaz
@ADiaz_PhD · X

RT @moorejh: Ten quick tips for machine learning in computational biology https://t.co/MxLucqd2ze #bioinformatics #machinelearning #datasci…

Aug 16, 2019 · 29 shares · 14,797 followers View post →
Suresh Surenthiran
@sureshone · X

Ten quick tips for machine learning in computational biology https://t.co/YzkR9zFSxr #bioinformatics

Aug 16, 2019 · 1,387 followers View post →
Firdaus Kasim
@dauskasim · X

RT @moorejh: Ten quick tips for machine learning in computational biology https://t.co/MxLucqd2ze #bioinformatics #machinelearning #datasci…

Aug 16, 2019 · 29 shares · 664 followers View post →
Mark Dunning
@DrMarkDunning · X

RT @moorejh: Ten quick tips for machine learning in computational biology https://t.co/MxLucqd2ze #bioinformatics #machinelearning #datasci…

Aug 16, 2019 · 29 shares · 500 followers View post →
Aurélie Gabriel
@gabriel_aurelie · X

RT @moorejh: Ten quick tips for machine learning in computational biology https://t.co/MxLucqd2ze #bioinformatics #machinelearning #datasci…

Aug 16, 2019 · 29 shares · 154 followers View post →
Akhil Kumar
@iam_akhilverma · X

RT @moorejh: Ten quick tips for machine learning in computational biology https://t.co/MxLucqd2ze #bioinformatics #machinelearning #datasci…

Aug 16, 2019 · 29 shares · 84 followers View post →
Joshua Ho
@joshuawkho · X

RT @moorejh: Ten quick tips for machine learning in computational biology https://t.co/MxLucqd2ze #bioinformatics #machinelearning #datasci…

Aug 16, 2019 · 29 shares · 1,042 followers View post →
Smart Decisions
@DecisionsSmart · X

Ten quick tips for machine learning in computational biology #MachineLearning #bioinformatics #datascience via https://t.co/fnUT00vEIG https://t.co/wKWIewZotF

Aug 16, 2019 · 9,504 followers View post →
Romain Blanc-Mathieu
@romain_bm · X

RT @moorejh: Ten quick tips for machine learning in computational biology https://t.co/MxLucqd2ze #bioinformatics #machinelearning #datasci…

Aug 16, 2019 · 29 shares · 84 followers View post →
دكتورة نوف الغانمي
@nghanimi · X

Ten quick tips for machine learning in computational biology | BioData Mining | Full Text https://t.co/MckTgOnJYD

Aug 15, 2019 · 128 followers View post →
Saubashya Sur, PhD
@SaubashyaSur · X

RT @moorejh: Ten quick tips for machine learning in computational biology https://t.co/MxLucqd2ze #bioinformatics #machinelearning #datasci…

Aug 15, 2019 · 29 shares · 793 followers View post →
Qin An
@anqin314 · X

RT @moorejh: Ten quick tips for machine learning in computational biology https://t.co/MxLucqd2ze #bioinformatics #machinelearning #datasci…

Aug 15, 2019 · 29 shares · 109 followers View post →
Summi
@sscmi · X

RT @moorejh: Ten quick tips for machine learning in computational biology https://t.co/MxLucqd2ze #bioinformatics #machinelearning #datasci…

Aug 15, 2019 · 29 shares · 49 followers View post →
Data Science Vault
@ds_vault · X

Ten quick tips for machine learning in computational biology - https://t.co/H5oAFw5way - #machinelearning

Aug 15, 2019 · 1 like · 678 followers View post →
Ji Huang
@ji_timedreamer · X

RT @moorejh: Ten quick tips for machine learning in computational biology https://t.co/MxLucqd2ze #bioinformatics #machinelearning #datasci…

Aug 15, 2019 · 29 shares · 188 followers View post →
Rafael Aramendis
@rarandis · X

RT @SeqComplete: Ten quick tips for machine learning in computational biology https://t.co/DKQQO5NA70 #bioinformatics

Aug 15, 2019 · 1 share · 241 followers View post →
SeqComplete
@SeqComplete · X

Ten quick tips for machine learning in computational biology https://t.co/DKQQO5NA70 #bioinformatics

Aug 15, 2019 · 1 like · 1 share · 4,384 followers View post →
Medical iPhone Apps
@MedicaliPhone · X

RT @moorejh: Ten quick tips for machine learning in computational biology https://t.co/MxLucqd2ze #bioinformatics #machinelearning #datasci…

Aug 15, 2019 · 29 shares · 17,523 followers View post →
Min Dai
@artofbiology · X

RT @moorejh: Ten quick tips for machine learning in computational biology https://t.co/MxLucqd2ze #bioinformatics #machinelearning #datasci…

Aug 15, 2019 · 29 shares · 1,230 followers View post →
MΛRCOS COLEBROOK
@MColebrook · X

RT @moorejh: Ten quick tips for machine learning in computational biology https://t.co/MxLucqd2ze #bioinformatics #machinelearning #datasci…

Aug 15, 2019 · 29 shares · 1,422 followers View post →
Ronald Lee Webb
@RonnieBabe555 · X

RT @moorejh: Ten quick tips for machine learning in computational biology https://t.co/MxLucqd2ze #bioinformatics #machinelearning #datasci…

Aug 15, 2019 · 29 shares · 10,879 followers View post →
Curious Luke
@TheCuriousLuke · X

RT @moorejh: Ten quick tips for machine learning in computational biology https://t.co/MxLucqd2ze #bioinformatics #machinelearning #datasci…

Aug 15, 2019 · 29 shares · 6,622 followers View post →
CFlores-Lab
@LabCflores · X

RT @moorejh: Ten quick tips for machine learning in computational biology https://t.co/MxLucqd2ze #bioinformatics #machinelearning #datasci…

Aug 15, 2019 · 29 shares · 612 followers View post →
Yanxian Li
@li_yanxian · X

RT @moorejh: Ten quick tips for machine learning in computational biology https://t.co/MxLucqd2ze #bioinformatics #machinelearning #datasci…

Aug 15, 2019 · 29 shares · 442 followers View post →
Diego Forero MD, PhD
@daforerog · X

RT @moorejh: Ten quick tips for machine learning in computational biology https://t.co/MxLucqd2ze #bioinformatics #machinelearning #datasci…

Aug 15, 2019 · 29 shares · 1,596 followers View post →
Fotis E. Psomopoulos
@fopsom · X

RT @moorejh: Ten quick tips for machine learning in computational biology https://t.co/MxLucqd2ze #bioinformatics #machinelearning #datasci…

Aug 15, 2019 · 29 shares · 1,083 followers View post →
The Warren Center for Network & Data Sciences
@WarrenCntrPenn · X

RT @moorejh: Ten quick tips for machine learning in computational biology https://t.co/MxLucqd2ze #bioinformatics #machinelearning #datasci…

Aug 15, 2019 · 29 shares · 1,080 followers View post →
Ming "Tommy" Tang
@tangming2005 · X

RT @moorejh: Ten quick tips for machine learning in computational biology https://t.co/MxLucqd2ze #bioinformatics #machinelearning #datasci…

Aug 15, 2019 · 29 shares · 42,444 followers View post →
Jason H. Moore, PhD
@moorejh · X

Ten quick tips for machine learning in computational biology https://t.co/MxLucqd2ze #bioinformatics #machinelearning #datascience

Aug 15, 2019 · 61 likes · 29 shares · 34,122 followers View post →
DavideChicco.it
@DavideChicco_it · X

Happy to see my paper "Ten quick tips for machine learning in computational biology" today surpassed 100 citations on Google Scholar in 1 year & 7 months! It's amazing to think it was able to influence so many researchers & students!

Jun 25, 2019 · 12 likes · 424 followers View post →
Ryo Ueno
@Intensive_Ryo · X

Ten quick tips for machine learning in computational biology full of pearls and pitfalls! https://t.co/HEBZbOz0fO

Jun 22, 2019 · 1 like · 101 followers View post →
jacob
@mrjreid · X

@goodfellow_ian Tip 5: Takecareoftheimbalanceddataproblem: https://t.co/mk0msOLBBK eg. …following Bayes’ rule https://t.co/AhaEJvrwqL

May 13, 2019 · 138 followers View post →
Kazuki Yoshida
@kaz_yos · X

Ten quick tips for machine learning in computational biology | BioData Mining | Full Text https://t.co/JuKCbl64vf

May 7, 2019 · 3 likes · 5,576 followers View post →
Kazuki Yoshida
@kaz_yos · X

RT @anthonygitter: @suchisaria @anshulkundaje @tomkXY @ADAlthousePhD @kaz_yos @jd_wilko I agree that the most important ideas and best prac…

May 7, 2019 · 1 share · 5,576 followers View post →
Anthony Gitter
@anthonygitter · X

@suchisaria @anshulkundaje @tomkXY @ADAlthousePhD @kaz_yos @jd_wilko I agree that the most important ideas and best practices are not specific to deep learning. The plan was to review and refer to existing guides for general ML (e.g. https://t.co/Q2zXsQ5Dqb) and focus this project on that small set of topics that are unique to deep learning.

May 6, 2019 · 1 like · 1 share · 2,779 followers View post →
Stefano Berto, PhD
@StefanoBerto83 · X

Ten quick tips for machine learning in computational biology! Great tips ⁦@DavideChicco_it⁩! https://t.co/H9A32o8CBJ

Apr 24, 2019 · 7,884 followers View post →
DavideChicco.it
@DavideChicco_it · X

@Giuseppe_Jurman @leriomaggio @maqcsociety @mpbalab @FBKcom Thanks Valerio for the mention of my paper! And thanks Giuseppe for the tweet!

Apr 10, 2019 · 3 likes · 1 share · 424 followers View post →
Garrett M. Morris
@gmm · X

Ten quick tips for machine learning in computational biology https://t.co/b6mVIbQT9P

Mar 16, 2019 · 2 likes · 687 followers View post →
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