Literature DB >> 34138457

Artificial Intelligence and Precision Medicine: A Perspective.

Jacek Lorkowski1,2, Oliwia Kolaszyńska3, Mieczysław Pokorski4.   

Abstract

This article aims to present how the advanced solutions of artificial intelligence and precision medicine work together to refine medical management. Multi-omics seems the most suitable approach for biological analysis of data on precision medicine and artificial intelligence. We searched PubMed and Google Scholar databases to collect pertinent articles appearing up to 5 March 2021. Genetics, oncology, radiology, and the recent coronavirus disease (COVID-19) pandemic were chosen as representative fields addressing the cross-compliance of artificial intelligence (AI) and precision medicine based on the highest number of articles, topicality, and interconnectedness of the issue. Overall, we identified and perused 1572 articles. AI is a breakthrough that takes part in shaping the Fourth Industrial Revolution in medicine and health care, changing the long-time accepted diagnostic and treatment regimens and approaches. AI-based link prediction models may be outstandingly helpful in the literature search for drug repurposing or finding new therapeutical modalities in rapidly erupting wide-scale diseases such as the recent COVID-19.
© 2021. The Author(s), under exclusive license to Springer Nature Switzerland AG.

Entities:  

Keywords:  Artificial intelligence; COVID-19; Genetics; Health care; Multi-omics; Precision medicine; Radiology

Mesh:

Year:  2022        PMID: 34138457     DOI: 10.1007/5584_2021_652

Source DB:  PubMed          Journal:  Adv Exp Med Biol        ISSN: 0065-2598            Impact factor:   2.622


  76 in total

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Authors:  María Berdasco; Manel Esteller
Journal:  Dev Cell       Date:  2010-11-16       Impact factor: 12.270

2.  Artificial intelligence and radiomics in nuclear medicine: potentials and challenges.

Authors:  Cumali Aktolun
Journal:  Eur J Nucl Med Mol Imaging       Date:  2019-12       Impact factor: 9.236

3.  Quantum supremacy using a programmable superconducting processor.

Authors:  Frank Arute; Kunal Arya; Ryan Babbush; Dave Bacon; Joseph C Bardin; Rami Barends; Rupak Biswas; Sergio Boixo; Fernando G S L Brandao; David A Buell; Brian Burkett; Yu Chen; Zijun Chen; Ben Chiaro; Roberto Collins; William Courtney; Andrew Dunsworth; Edward Farhi; Brooks Foxen; Austin Fowler; Craig Gidney; Marissa Giustina; Rob Graff; Keith Guerin; Steve Habegger; Matthew P Harrigan; Michael J Hartmann; Alan Ho; Markus Hoffmann; Trent Huang; Travis S Humble; Sergei V Isakov; Evan Jeffrey; Zhang Jiang; Dvir Kafri; Kostyantyn Kechedzhi; Julian Kelly; Paul V Klimov; Sergey Knysh; Alexander Korotkov; Fedor Kostritsa; David Landhuis; Mike Lindmark; Erik Lucero; Dmitry Lyakh; Salvatore Mandrà; Jarrod R McClean; Matthew McEwen; Anthony Megrant; Xiao Mi; Kristel Michielsen; Masoud Mohseni; Josh Mutus; Ofer Naaman; Matthew Neeley; Charles Neill; Murphy Yuezhen Niu; Eric Ostby; Andre Petukhov; John C Platt; Chris Quintana; Eleanor G Rieffel; Pedram Roushan; Nicholas C Rubin; Daniel Sank; Kevin J Satzinger; Vadim Smelyanskiy; Kevin J Sung; Matthew D Trevithick; Amit Vainsencher; Benjamin Villalonga; Theodore White; Z Jamie Yao; Ping Yeh; Adam Zalcman; Hartmut Neven; John M Martinis
Journal:  Nature       Date:  2019-10-23       Impact factor: 49.962

4.  Artificial intelligence to codify lung CT in Covid-19 patients.

Authors:  Maria Paola Belfiore; Fabrizio Urraro; Roberta Grassi; Giuliana Giacobbe; Gianluigi Patelli; Salvatore Cappabianca; Alfonso Reginelli
Journal:  Radiol Med       Date:  2020-05-04       Impact factor: 3.469

5.  A radiogenomic dataset of non-small cell lung cancer.

Authors:  Shaimaa Bakr; Olivier Gevaert; Sebastian Echegaray; Kelsey Ayers; Mu Zhou; Majid Shafiq; Hong Zheng; Jalen Anthony Benson; Weiruo Zhang; Ann N C Leung; Michael Kadoch; Chuong D Hoang; Joseph Shrager; Andrew Quon; Daniel L Rubin; Sylvia K Plevritis; Sandy Napel
Journal:  Sci Data       Date:  2018-10-16       Impact factor: 6.444

6.  Harnessing genome-wide association studies to minimize adverse radiation-induced side effects.

Authors:  Cecil M Benitez; Susan J Knox
Journal:  Radiat Oncol J       Date:  2020-11-25

7.  Decoding tumour phenotype by noninvasive imaging using a quantitative radiomics approach.

Authors:  Hugo J W L Aerts; Emmanuel Rios Velazquez; Ralph T H Leijenaar; Chintan Parmar; Patrick Grossmann; Sara Carvalho; Sara Cavalho; Johan Bussink; René Monshouwer; Benjamin Haibe-Kains; Derek Rietveld; Frank Hoebers; Michelle M Rietbergen; C René Leemans; Andre Dekker; John Quackenbush; Robert J Gillies; Philippe Lambin
Journal:  Nat Commun       Date:  2014-06-03       Impact factor: 14.919

8.  Genomic prediction of coronary heart disease.

Authors:  Gad Abraham; Aki S Havulinna; Oneil G Bhalala; Sean G Byars; Alysha M De Livera; Laxman Yetukuri; Emmi Tikkanen; Markus Perola; Heribert Schunkert; Eric J Sijbrands; Aarno Palotie; Nilesh J Samani; Veikko Salomaa; Samuli Ripatti; Michael Inouye
Journal:  Eur Heart J       Date:  2016-09-21       Impact factor: 29.983

9.  Artificial Intelligence Augmentation of Radiologist Performance in Distinguishing COVID-19 from Pneumonia of Other Origin at Chest CT.

Authors:  Harrison X Bai; Robin Wang; Zeng Xiong; Ben Hsieh; Ken Chang; Kasey Halsey; Thi My Linh Tran; Ji Whae Choi; Dong-Cui Wang; Lin-Bo Shi; Ji Mei; Xiao-Long Jiang; Ian Pan; Qiu-Hua Zeng; Ping-Feng Hu; Yi-Hui Li; Fei-Xian Fu; Raymond Y Huang; Ronnie Sebro; Qi-Zhi Yu; Michael K Atalay; Wei-Hua Liao
Journal:  Radiology       Date:  2020-04-27       Impact factor: 11.105

10.  Practicing precision medicine with intelligently integrative clinical and multi-omics data analysis.

Authors:  Zeeshan Ahmed
Journal:  Hum Genomics       Date:  2020-10-02       Impact factor: 4.639

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  3 in total

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Authors:  Ludmila Alekseeva; Aleksandra Sen'kova; Innokenty Savin; Marina Zenkova; Nadezhda Mironova
Journal:  Int J Mol Sci       Date:  2021-11-08       Impact factor: 5.923

2.  In Silico Finite Element Modeling of Stress Distribution in Osteosynthesis after Pertrochanteric Fractures.

Authors:  Jacek Lorkowski; Mieczyslaw Pokorski
Journal:  J Clin Med       Date:  2022-03-28       Impact factor: 4.241

Review 3.  From the nose to the lungs: the intricate journey of airborne pathogens amid commensal bacteria.

Authors:  Claudio Costantini; Emilia Nunzi; Luigina Romani
Journal:  Am J Physiol Cell Physiol       Date:  2022-08-29       Impact factor: 5.282

  3 in total

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