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Literature DB >> 31755902

Machine Learning, Predictive Analytics, and Clinical Practice: Can the Past Inform the Present?

Eric D Peterson^1,2.

Abstract

Mesh：

Year: 2019 PMID： 31755902 DOI： 10.1001/jama.2019.17831

Source DB: PubMed Journal: JAMA ISSN： 0098-7484 Impact factor: 56.272

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20 in total

1. Assessment of Shared Decision-making for Stroke Prevention in Patients With Atrial Fibrillation: A Randomized Clinical Trial.

Authors: Marleen Kunneman; Megan E Branda; Ian G Hargraves; Angela L Sivly; Alexander T Lee; Haeshik Gorr; Bruce Burnett; Takeki Suzuki; Elizabeth A Jackson; Erik Hess; Mark Linzer; Sarah R Brand-McCarthy; Juan P Brito; Peter A Noseworthy; Victor M Montori
Journal: JAMA Intern Med Date: 2020-07-20 Impact factor: 21.873

Review 2. Artificial Intelligence and Machine Learning for HIV Prevention: Emerging Approaches to Ending the Epidemic.

Authors: Julia L Marcus; Whitney C Sewell; Laura B Balzer; Douglas S Krakower
Journal: Curr HIV/AIDS Rep Date: 2020-06 Impact factor: 5.071

Review 3. Artificial intelligence-enabled decision support in nephrology.

Authors: Tyler J Loftus; Benjamin Shickel; Tezcan Ozrazgat-Baslanti; Yuanfang Ren; Benjamin S Glicksberg; Jie Cao; Karandeep Singh; Lili Chan; Girish N Nadkarni; Azra Bihorac
Journal: Nat Rev Nephrol Date: 2022-04-22 Impact factor: 42.439

4. Bridging the artificial intelligence valley of death in surgical decision-making.

Authors: Jeremy Balch; Gilbert R Upchurch; Azra Bihorac; Tyler J Loftus
Journal: Surgery Date: 2021-02-16 Impact factor: 3.982

5. Rethinking PICO in the Machine Learning Era: ML-PICO.

Authors: Xinran Liu; James Anstey; Ron Li; Chethan Sarabu; Reiri Sono; Atul J Butte
Journal: Appl Clin Inform Date: 2021-05-19 Impact factor: 2.342

6. Artificial Intelligence and Big Data in Diabetes Care: A Position Statement of the Italian Association of Medical Diabetologists.

Authors: Nicoletta Musacchio; Annalisa Giancaterini; Giacomo Guaita; Alessandro Ozzello; Maria A Pellegrini; Paola Ponzani; Giuseppina T Russo; Rita Zilich; Alberto de Micheli
Journal: J Med Internet Res Date: 2020-06-22 Impact factor: 5.428

7. Using a genetic algorithm to derive a highly predictive and context-specific frailty index.

Authors: Alberto Zucchelli; Alessandra Marengoni; Debora Rizzuto; Amaia Calderón-Larrañaga; Maurizio Zucchelli; Roberto Bernabei; Graziano Onder; Laura Fratiglioni; Davide Liborio Vetrano
Journal: Aging (Albany NY) Date: 2020-04-28 Impact factor: 5.682

8. Cardiovascular risk and aging: the need for a more comprehensive understanding.

Authors: Ljiljana Trtica Majnarić; Zvonimir Bosnić; Tomislav Kurevija; Thomas Wittlinger
Journal: J Geriatr Cardiol Date: 2021-06-28 Impact factor: 3.189

9. Assessment of Shared Decision-making for Stroke Prevention in Patients With Atrial Fibrillation: A Randomized Clinical Trial.

10. Predictive Modeling for Perinatal Mortality in Resource-Limited Settings.

Authors: Vivek V Shukla; Barry Eggleston; Namasivayam Ambalavanan; Elizabeth M McClure; Musaku Mwenechanya; Elwyn Chomba; Carl Bose; Melissa Bauserman; Antoinette Tshefu; Shivaprasad S Goudar; Richard J Derman; Ana Garcés; Nancy F Krebs; Sarah Saleem; Robert L Goldenberg; Archana Patel; Patricia L Hibberd; Fabian Esamai; Sherri Bucher; Edward A Liechty; Marion Koso-Thomas; Waldemar A Carlo
Journal: JAMA Netw Open Date: 2020-11-02