Literature DB >> 34824458

Digital twins for predictive oncology will be a paradigm shift for precision cancer care.

Tina Hernandez-Boussard1, Paul Macklin2, Emily J Greenspan3, Amy L Gryshuk4, Eric Stahlberg5, Tanveer Syeda-Mahmood6, Ilya Shmulevich7.   

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Year:  2021        PMID： 34824458      PMCID： PMC9097784          DOI： 10.1038/s41591-021-01558-5

Source DB:  PubMed          Journal:  Nat Med        ISSN： 1078-8956            Impact factor:   87.241


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  6 in total

1.  Ten simple rules for making research software more robust.

Authors:  Morgan Taschuk; Greg Wilson
Journal:  PLoS Comput Biol       Date:  2017-04-13       Impact factor: 4.475

2.  AI can be sexist and racist - it's time to make it fair.

Authors:  James Zou; Londa Schiebinger
Journal:  Nature       Date:  2018-07       Impact factor: 49.962

3.  Reporting of demographic data and representativeness in machine learning models using electronic health records.

Authors:  Selen Bozkurt; Eli M Cahan; Martin G Seneviratne; Ran Sun; Juan A Lossio-Ventura; John P A Ioannidis; Tina Hernandez-Boussard
Journal:  J Am Med Inform Assoc       Date:  2020-12-09       Impact factor: 4.497

4.  Integrating evolutionary dynamics into treatment of metastatic castrate-resistant prostate cancer.

Authors:  Jingsong Zhang; Jessica J Cunningham; Joel S Brown; Robert A Gatenby
Journal:  Nat Commun       Date:  2017-11-28       Impact factor: 14.919

5.  MINIMAR (MINimum Information for Medical AI Reporting): Developing reporting standards for artificial intelligence in health care.

Authors:  Tina Hernandez-Boussard; Selen Bozkurt; John P A Ioannidis; Nigam H Shah
Journal:  J Am Med Inform Assoc       Date:  2020-12-09       Impact factor: 4.497

6.  The FAIR Guiding Principles for scientific data management and stewardship.

Authors:  Mark D Wilkinson; Michel Dumontier; I Jsbrand Jan Aalbersberg; Gabrielle Appleton; Myles Axton; Arie Baak; Niklas Blomberg; Jan-Willem Boiten; Luiz Bonino da Silva Santos; Philip E Bourne; Jildau Bouwman; Anthony J Brookes; Tim Clark; Mercè Crosas; Ingrid Dillo; Olivier Dumon; Scott Edmunds; Chris T Evelo; Richard Finkers; Alejandra Gonzalez-Beltran; Alasdair J G Gray; Paul Groth; Carole Goble; Jeffrey S Grethe; Jaap Heringa; Peter A C 't Hoen; Rob Hooft; Tobias Kuhn; Ruben Kok; Joost Kok; Scott J Lusher; Maryann E Martone; Albert Mons; Abel L Packer; Bengt Persson; Philippe Rocca-Serra; Marco Roos; Rene van Schaik; Susanna-Assunta Sansone; Erik Schultes; Thierry Sengstag; Ted Slater; George Strawn; Morris A Swertz; Mark Thompson; Johan van der Lei; Erik van Mulligen; Jan Velterop; Andra Waagmeester; Peter Wittenburg; Katherine Wolstencroft; Jun Zhao; Barend Mons
Journal:  Sci Data       Date:  2016-03-15       Impact factor: 6.444
  6 in total
  7 in total

1.  MRI-Based Digital Models Forecast Patient-Specific Treatment Responses to Neoadjuvant Chemotherapy in Triple-Negative Breast Cancer.

Authors:  Chengyue Wu; Angela M Jarrett; Zijian Zhou; Nabil Elshafeey; Beatriz E Adrada; Rosalind P Candelaria; Rania M M Mohamed; Medine Boge; Lei Huo; Jason B White; Debu Tripathy; Vicente Valero; Jennifer K Litton; Clinton Yam; Jong Bum Son; Jingfei Ma; Gaiane M Rauch; Thomas E Yankeelov
Journal:  Cancer Res       Date:  2022-09-16       Impact factor: 13.312

Review 2.  Multimodal biomedical AI.

Authors:  Julián N Acosta; Guido J Falcone; Pranav Rajpurkar; Eric J Topol
Journal:  Nat Med       Date:  2022-09-15       Impact factor: 87.241

Review 3.  Integrating mechanism-based modeling with biomedical imaging to build practical digital twins for clinical oncology.

Authors:  Chengyue Wu; Guillermo Lorenzo; David A Hormuth; Ernesto A B F Lima; Kalina P Slavkova; Julie C DiCarlo; John Virostko; Caleb M Phillips; Debra Patt; Caroline Chung; Thomas E Yankeelov
Journal:  Biophys Rev (Melville)       Date:  2022-05-17

4.  Tracing and Forecasting Metabolic Indices of Cancer Patients Using Patient-Specific Deep Learning Models.

Authors:  Jianguo Hou; Jun Deng; Chunyan Li; Qi Wang
Journal:  J Pers Med       Date:  2022-05-02

5.  FAIR Digital Twins for Data-Intensive Research.

Authors:  Erik Schultes; Marco Roos; Luiz Olavo Bonino da Silva Santos; Giancarlo Guizzardi; Jildau Bouwman; Thomas Hankemeier; Arie Baak; Barend Mons
Journal:  Front Big Data       Date:  2022-05-11

Review 6.  Capturing Biomarkers and Molecular Targets in Cellular Landscapes From Dynamic Reaction Network Models and Machine Learning.

Authors:  Susan D Mertins
Journal:  Front Oncol       Date:  2022-01-21       Impact factor: 6.244

7.  Perspective: Leveraging the Gut Microbiota to Predict Personalized Responses to Dietary, Prebiotic, and Probiotic Interventions.

Authors:  Sean M Gibbons; Thomas Gurry; Johanna W Lampe; Anirikh Chakrabarti; Veerle Dam; Amandine Everard; Almudena Goas; Gabriele Gross; Michiel Kleerebezem; Jonathan Lane; Johanna Maukonen; Ana Lucia Barretto Penna; Bruno Pot; Ana M Valdes; Gemma Walton; Adrienne Weiss; Yoghatama Cindya Zanzer; Naomi V Venlet; Michela Miani
Journal:  Adv Nutr       Date:  2022-10-02       Impact factor: 11.567
  7 in total

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