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Title:	AI & Deep Learning Papers, Links, Articles etc
Owner:	Nick Lynch
Creator:	Nick Lynch	Jul 31, 2017
Last Changed by:	Vladimir Makarov	Feb 26, 2024
Tiny Link: (useful for email)	https://pistoiaalliance.atlassian.net/wiki/x/BgB2Bg
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Outgoing Links

External Links (510)

https://standards.ieee.org/project/7003.html

www.eurekaselect.com/article/119998

gate250.com/rk/2018FLAG_UsingArtificialIntelligence_Whitepa…

https://pubmed.ncbi.nlm.nih.gov/38004597/

https://twitter.com/AllThingsApx/status/1710012091510186155

https://mlflow.org/

https://www.science.org/doi/full/10.1126/science.adk0176

https://www.sciencedirect.com/science/article/pii/S13596446…

https://www.linkedin.com/feed/update/urn:li:activity:711180…

https://www.nature.com/articles/s41587-022-01618-2

https://en.wikipedia.org/wiki/Bernard_Widrow

https://www.signifyresearch.net/healthcare-it/vc-funding-ai…

https://www.clinicalleader.com/doc/who-s-principles-for-an-…

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6011237/

https://assets.cwp.roche.com/f/126832/x/1b38701897/roche-da…

https://www.technologynetworks.com/genomics/news/second-cod…

https://www.ncbi.nlm.nih.gov/pubmed/31585696

https://chemistry-europe.onlinelibrary.wiley.com/doi/full/1…

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7885605/

https://www.nature.com/articles/s41573-019-0050-3

https://www.nature.com/articles/s41586-020-2766-y

https://predibase.com/blog/lorax-the-open-source-framework-…

https://www.aaojournal.org/article/S0161-6420(19)32081-0/pd…

https://www.nejm.org/doi/full/10.1056/NEJMsr2214184

https://www.nature.com/articles/s41398-020-0780-3

https://www.crcpress.com/Demystifying-Big-Data-and-Machine-…

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6688986/

https://journals.plos.org/ploscompbiol/article?id=10.1371/j…

https://langtest.org/

https://www.sciencedirect.com/science/article/abs/pii/S0893…

https://www.nature.com/articles/s41591-018-0300-7

https://www.forbes.com/sites/bernardmarr/2017/01/20/first-f…

https://www.nature.com/articles/s41587-021-01179-w.epdf?sha…

https://www.nature.com/articles/d41586-022-03539-1

https://www.geospatialworld.net/blogs/difference-between-ai…

news.top-consultant.com//New-White-Paper-Calls-for-Governme…

https://www.nature.com/articles/s41551-018-0315-x

https://www.datasciencecentral.com/profiles/blogs/rule-of-t…

https://pubmed.ncbi.nlm.nih.gov/32908284/

https://www.fda.gov/medical-devices/software-medical-device…

https://www.nature.com/articles/d41586-023-03172-6

https://pubmed.ncbi.nlm.nih.gov/33058458/

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6302231/?repor…

https://www.jmir.org/2019/11/e16323/

https://www.nature.com/articles/s42256-021-00307-0

https://www.ncbi.nlm.nih.gov/pubmed/31377227

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6528778/

https://pubmed.ncbi.nlm.nih.gov/34906321/

https://www.gartner.com/binaries/content/assets/events/keyw…

https://arxiv.org/abs/1903.03894

https://pubs.rsc.org/en/content/articlelanding/2023/SC/D2SC…

https://www.techlifesci.com/p/11-biopharma-trends-to-watch-…

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6879652/

https://www.theaaih.org/pdf/1571334853.pdf

https://www.regulations.gov/document?D=FDA-2019-N-1185-0001

https://pubmed.ncbi.nlm.nih.gov/32908283/

https://journals.plos.org/plosone/article?id=10.1371/journa…

https://www.elsevier.com/connect/5-reasons-data-is-a-key-in…

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8627237/

https://link.springer.com/article/10.1007%2Fs11948-019-0014…

https://www.lek.com/insights/artificial-intelligence-life-s…

https://pubmed.ncbi.nlm.nih.gov/34293799/

https://www.fda.gov/medical-devices/software-medical-device…

https://pubs.acs.org/doi/full/10.1021/acs.jcim.8b00640

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5741783/

https://www.pnas.org/content/early/2020/05/19/1919012117

https://www-forbes-com.cdn.ampproject.org/c/s/www.forbes.co…

https://assets.roche.com/f/176343/x/401c28049f/roche-ai-eth…

https://youplusai.com/s2-e13/

news.mit.edu/2017/computer-system-predicts-products-chemica…

https://www.future-science.com/doi/full/10.4155/fmc-2018-01…

https://www.scientific-computing.com/analysis-opinion/suppo…

https://solutionshub.epam.com/search?industries=life-scienc…

https://pubs.acs.org/doi/10.1021/acs.jcim.8b00582

https://www.statnews.com/2019/07/25/ai-expert-writing-code-…

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6351977/

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7138819/

https://doi.org/10.1016/j.artmed.2018.08.008

https://pubmed.ncbi.nlm.nih.gov/32500277/

https://www.nature.com/articles/s41467-022-28437-y

https://www.chemistryworld.com/news/dispute-over-reaction-p…

https://www.technologyreview.com/2021/07/30/1030329/machine…

dx.doi.org/10.1098/rsif.2017.0387

https://www.nature.com/articles/s41596-021-00659-2

https://hbr.org/2018/01/artificial-intelligence-for-the-rea…

https://journals.plos.org/ploscompbiol/article?id=10.1371/j…

https://pubmed.ncbi.nlm.nih.gov/34791021/

https://pubs.acs.org/doi/10.1021/acs.jcim.8b00234

https://pubs.acs.org/doi/10.1021/acs.jcim.9b00801

https://journals.plos.org/ploscompbiol/article?id=10.1371/j…

https://www.statnews.com/2023/03/13/medicare-advantage-plan…

https://www.nature.com/articles/d41586-020-00160-y

https://pubs.acs.org/doi/10.1021/acs.jmedchem.0c01077

https://pubmed.ncbi.nlm.nih.gov/33028193/

https://www.ejcancer.com/article/S0959-8049(21)00442-1/full…

https://doi.org/10.1142/13123

https://github.com/bdrad/clinical_ml_integration

https://dimesociety.org/get-involved/library-of-digital-end…

https://pubs.acs.org/doi/10.1021/acs.jcim.8b00478

https://www.workcast.com/AuditoriumAuthenticator.aspx?cpak=…

https://www.embopress.org/doi/full/10.15252/embr.202154046?…

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7815964/

https://futureoflife.org/ai-principles/?cn-reloaded=1

https://pubmed.ncbi.nlm.nih.gov/33103967/

https://www.statnews.com/2020/04/24/coronavirus-hospitals-u…

https://ascopubs.org/doi/abs/10.1200/CCI.19.00032?rfr_dat=c…

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6774235/

https://www.ncbi.nlm.nih.gov/pubmed/31477924

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5980076/

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6779702/

https://www.ncbi.nlm.nih.gov/pubmed/31518967

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6861262/

https://journals.plos.org/ploscompbiol/article?id=10.1371/j…

https://onlinelibrary.wiley.com/doi/abs/10.1002/anie.201911…

https://www.pnas.org/doi/10.1073/pnas.2221165120

https://stm.sciencemag.org/content/10/457/eaar7939

https://www.nature.com/news/the-drug-maker-s-guide-to-the-g…

https://www.nature.com/articles/d41586-019-02307-y

https://www.pharma-iq.com/informatics/articles/is-big-pharm…

https://journals.plos.org/ploscompbiol/article?id=10.1371/j…

https://www.worldscientific.com/doi/epdf/10.1142/9789811265…

https://www.scibite.com/are-ontologies-relevant-in-a-machin…

https://science.sciencemag.org/content/366/6470/1202.long

https://onlinelibrary.wiley.com/doi/full/10.1111/1759-7714.…

https://images.nvidia.com/content/pdf/plaster-deep-learning…

https://www.nature.com/articles/s41586-019-1799-6.epdf

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7052818/

https://cbiit.webex.com/recordingservice/sites/cbiit/record…

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6929405/

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6375557/

https://www.statnews.com/2019/10/01/an-ai-startup-led-by-23…

https://www.sciencedirect.com/science/article/pii/S23523964…

https://journals.plos.org/ploscompbiol/article?id=10.1371/j…

https://www.gov.uk/government/news/uk-usa-and-canadian-regu…

https://www.cell.com/cell/fulltext/S0092-8674(20)30102-1

https://www.nature.com/articles/s41587-019-0336-3

https://pubs.acs.org/doi/10.1021/acschembio.8b00881

https://pubmed.ncbi.nlm.nih.gov/33237966/

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7167802/

https://www.cmaj.ca/content/191/48/E1332?ijkey=fb3ff0a39293…

https://www.nature.com/articles/s42004-018-0068-1

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6248111/?repor…

https://blog.benchsci.com/drugs-in-the-artificial-intellige…

https://www.sciencedirect.com/science/article/pii/S13596446…

https://www.aimyths.org/

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8667070/

https://pubmed.ncbi.nlm.nih.gov/34018968/

https://www.ncbi.nlm.nih.gov/pubmed/31419829

https://arxiv.org/pdf/1707.02268.pdf

https://journals.plos.org/ploscompbiol/article?id=10.1371/j…

https://pubmed.ncbi.nlm.nih.gov/36565465/

https://pubmed.ncbi.nlm.nih.gov/33347838/

https://www.youtube.com/watch?v=skfNlwEbqck

https://github.com/psipred/protein-vae

https://pubmed.ncbi.nlm.nih.gov/33118816/

https://www.ncbi.nlm.nih.gov/pubmed/31802856

https://academic.oup.com/jamia/advance-article-abstract/doi…

https://www.intechopen.com/books/12445

https://pair.withgoogle.com/

https://www.liebertpub.com/doi/full/10.1089/omi.2019.0151

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6315676/?repor…

https://www.statnews.com/2021/02/03/fda-artificial-intellig…

https://www.mdpi.com/2075-4418/11/6/1004/htm

https://www.thieme-connect.com/products/ejournals/issue/10.…

https://www.ncbi.nlm.nih.gov/pubmed/27599991

https://jamanetwork.com/journals/jama/article-abstract/2754…

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6786525/

https://pubmed.ncbi.nlm.nih.gov/34914045/

https://pubmed.ncbi.nlm.nih.gov/34787783/

https://www.gartner.com/doc/reprints?id=1-1XYAJLCP&ct=19121…

https://github.com/wandb/client

https://www.nature.com/articles/d41586-023-02980-0

https://www.cmaj.ca/content/192/11/E290.long

https://pubmed.ncbi.nlm.nih.gov/35597513/

https://www.nature.com/articles/d41586-018-05267-x

https://www.nature.com/articles/d41586-019-02142-1

https://www.sciencedirect.com/science/article/pii/S13596446…

https://content.dataiku.com/email-pharma-usecases

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6927552/

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7153058/

https://www.ncbi.nlm.nih.gov/pubmed/31672858

https://pubs.rsna.org/doi/10.1148/radiol.2020204226

https://www.mnmks.com/demo/pages/mega_trends/artificial_int…

https://www.linkedin.com/pulse/drug-repurposing-large-langu…

https://www.bbc.co.uk/sounds/play/b0bgrw3k

https://pubmed.ncbi.nlm.nih.gov/38005425/

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7271052/

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6848277/

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7442530/

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6907102/

https://www.nature.com/articles/s41598-019-40041-7.pdf

https://www.datasciencecentral.com/profiles/blogs/mure-pict…

https://link.springer.com/article/10.1007%2Fs11948-019-0016…

https://www.jstage.jst.go.jp/article/cpb/67/5/67_c18-00757/…

https://www.linkedin.com/feed/update/activity:6492067351771…

https://www.nature.com/articles/d41586-019-03951-0

https://pubmed.ncbi.nlm.nih.gov/32468486/

https://www.ncbi.nlm.nih.gov/pubmed/30682850

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5886811/

https://www.technologyreview.com/s/610552/google-x-ray-proj…

https://www.ncbi.nlm.nih.gov/pubmed/29868832

www.biorxiv.org/content/early/2017/05/28/142760

https://link.springer.com/article/10.1007/s10822-019-00234-…

https://twitter.com/EricTopol/status/1119683505603006469/ph…

https://www.forbes.com/sites/forbestechcouncil/2017/08/03/a…

https://www.biorxiv.org/content/early/2018/01/19/142760

10 Top Recommendations for the AI Field in 2017

https://pubs.acs.org/action/showCitFormats?doi=10.1021%2Fac…

https://www.ncbi.nlm.nih.gov/pubmed/31586211

https://journals.plos.org/ploscompbiol/article?id=10.1371/j…

https://papers.nips.cc/paper/5025-predicting-parameters-in-…

www.worldpharmaceuticals.net/features/featureghost-writer-8…

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9269736/

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7591760/

https://informatics.bmj.com/content/27/1/e100183

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7118917/

https://www.cell.com/neuron/fulltext/S0896-6273(21)01036-9

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6929327/

https://www.science.org/doi/abs/10.1126/science.abj8754

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7442512/

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6417802/

https://www.nature.com/articles/s41557-023-01393-w

https://academic.oup.com/bioinformatics/article/33/13/2010/…

https://www.forbes.com/sites/gilpress/2018/11/06/ai-and-aut…

https://blog.benchsci.com/startups-using-artificial-intelli…

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6212568/

https://www.statnews.com/2023/05/22/ai-artificial-intellige…

https://jme.bmj.com/content/early/2020/04/03/medethics-2019…

https://content.dataiku.com/trustworthy-ai-systems

https://pubmed.ncbi.nlm.nih.gov/34172976/

https://www.kaggle.com/covid-19-contributions

https://covidai.org/

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7660373/

https://www.statnews.com/2023/05/23/chatgpt-generative-ai-r…

https://pubs.acs.org/doi/full/10.1021/acs.jcim.8b00263

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6895829/

https://ascopubs.org/doi/full/10.1200/CCI.19.00047

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6717063/

https://pubmed.ncbi.nlm.nih.gov/34082136/

https://pubmed.ncbi.nlm.nih.gov/33482341/

https://www.sciencedirect.com/science/article/pii/S0959440X…

https://www.nature.com/articles/s41467-023-41512-2

https://onlinelibrary.wiley.com/doi/abs/10.1002/da.22890

https://dome-ml.org/guidelines

https://www.sciencedirect.com/science/article/pii/S13596446…

https://www.linkedin.com/pulse/large-language-models-update…

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6896155/

https://journals.plos.org/ploscompbiol/article?id=10.1371/j…

https://www.nature.com/articles/s42256-019-0067-7?sap-outbo…

https://pubmed.ncbi.nlm.nih.gov/38005421/

https://journals.plos.org/ploscompbiol/article?id=10.1371/j…

https://www.gartner.com/doc/reprints?id=1-24KDTTQG&ct=20110…

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7395804/

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8673997/

https://journals.sagepub.com/doi/abs/10.1177/00220345209021…

https://www.nature.com/articles/s41591-021-01461-z

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7294813/

https://stm.sciencemag.org/content/11/489/eaat6177?utm_sour…

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6324186/?repor…

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6953294/

https://hai.stanford.edu/sites/default/files/ai_index_2019_…

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9077861/

https://www.whitehouse.gov/briefings-statements/call-action…

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8040371/

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6732202/

https://ieeexplore.ieee.org/document/8794708

https://www.biopharmatrend.com/post/97-pharma-companies-joi…

https://journals.plos.org/ploscompbiol/article?id=10.1371/j…

https://blog.benchsci.com/startups-using-artificial-intelli…

https://www.kdnuggets.com/2018/12/10-more-free-must-see-cou…

https://www.academicradiology.org/article/S1076-6332(19)304…

https://openreview.net/pdf?id=rJWF0Fywf

https://www.statnews.com/2023/05/23/chatgpt-questions-healt…

https://www.science.org/doi/abs/10.1126/science.adf6369

https://www.edureka.co/blog/ai-vs-machine-learning-vs-deep-…

https://www.mdpi.com/2075-4418/11/6/990

https://journals.plos.org/ploscompbiol/article?id=10.1371/j…

https://jamanetwork.com/journals/jama/fullarticle/2756194?w…

https://www.mdpi.com/1424-8220/19/9/1992

https://www.biorxiv.org/content/10.1101/2022.07.20.500902v2

https://formative.jmir.org/2020/12/e17265/

https://journals.plos.org/ploscompbiol/article?id=10.1371/j…

https://arxiv.org/pdf/2301.09001.pdf

https://www.cell.com/trends/pharmacological-sciences/fullte…

https://www.statnews.com/2020/02/26/patient-data-contract-g…

https://onlinelibrary.wiley.com/doi/full/10.1002/jmrs.369

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6820135/

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6865045/

https://www.ncbi.nlm.nih.gov/pubmed/19211338/

https://www.jacr.org/article/S1546-1440(21)00742-0/fulltext

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6594651/

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6148807/

https://www.sciencedirect.com/science/article/pii/S13596446…

https://www.novartis.com/stories/discovery/machine-learning…

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7308204/

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6667772/

https://www.worldscientific.com/doi/pdf/10.1142/97898112156…

https://www.sciencedirect.com/science/article/abs/pii/S1359…

https://icm-experimental.springeropen.com/articles/10.1186/…

https://arxiv.org/ftp/arxiv/papers/2006/2006.16189.pdf

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7789896/

https://pubmed.ncbi.nlm.nih.gov/32473600/

https://catalyst.nejm.org/health-care-ai-systems-changing-d…

www.bio-itworld.com/2018/11/08/machine-learning-predicts-ho…

https://www.statisticshowto.datasciencecentral.com/probabil…

https://www.gov.uk/government/publications/good-machine-lea…

https://www.analyticsvidhya.com/blog/2016/03/introduction-d…

https://journals.plos.org/ploscompbiol/article?id=10.1371/j…

people.csail.mit.edu/tommi/papers/Connor_etal_ACS_2017.pdf

https://journals.plos.org/ploscompbiol/article?id=10.1371/j…

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8273461/

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5910428/

https://www.nature.com/articles/s41467-019-08718-9

https://www.jto.org/article/S1556-0864(20)30289-6/pdf

https://www.ncbi.nlm.nih.gov/pubmed/31617929

https://www.businesswire.com/news/home/20221031005225/en/Ve…

https://pubs.acs.org/doi/full/10.1021/acs.jcim.9b00798

https://sciencebusiness.net/news/computer-science-versus-co…

https://pubs.rsc.org/en/content/articlelanding/2019/NR/C9NR…

https://www.sciencedirect.com/science/article/pii/S10462023…

https://aistandardshub.org/

https://www.mckinsey.com/business-functions/mckinsey-analyt…

https://www.sciencedirect.com/science/article/pii/S26673185…

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6599029/

https://www.birpublications.org/doi/abs/10.1259/dmfr.201901…

https://jamanetwork.com/journals/jama/article-abstract/2756…

https://journals.plos.org/ploscompbiol/article?id=10.1371/j…

https://journals.plos.org/ploscompbiol/article?id=10.1371/j…

https://www.verdict.co.uk/chan-zuckerberg-initiative-to-bui…

https://doi.org/10.1016/j.drudis.2018.03.011

https://www.linkedin.com/pulse/challenge-ai-technology-adop…

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6097964/

https://pubmed.ncbi.nlm.nih.gov/31539837/

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