# Development and validation of an interpretable machine learning-based calculator for predicting 5-year weight trajectories after bariatric surgery: a multinational retrospective cohort SOPHIA study

**Type:** Papers  
**Canonical URL:** https://scholariq.org/papers/development-and-validation-of-an-interpretable-machine-learning-based-calculator/

## Facts

| Field | Value |
| --- | --- |
| Author Names | Patrick Saux,Pierre Bauvin,Violeta Raverdy,Julien Teigny,Hélène Verkindt,Tomy Soumphonphakdy,Maxence Debert,Anne Jacobs,Daan Jacobs,Valerie M. Monpellier,Phong Ching Lee,Chin Hong Lim,Johanna C. Andersson‐Assarsson,Lena Carlsson,Per‐Arne Svensson,Florence Galtier,Guélareh Dezfoulian,Mihaela Moldovanu,S. Andrieux,Julien Couster,Marie L. Lepage,Erminia Lembo,Ornella Verrastro,Maud Robert,Paulina Salminen,Geltrude Mingrone,Ralph Peterli,Ricardo V. Cohen,Carlos Zerrweck,David Nocca,Carel W. le Roux,Robert Caïazzo,Philippe Preux,François Pattou |
| Citations | 84 |
| DOI | 10.1016/s2589-7500(23)00135-8 |
| Fields | Medicine |
| Open Access | true |
| OA Status | gold |
| OA URL | http://www.thelancet.com/article/S2589750023001358/pdf |
| OpenAlex ID | https://openalex.org/W4386248190 |
| PMID | 37652841 |
| Type | article |
| Year | 2023 |

## Paper authors

- [Valerie M. Monpellier](https://scholariq.org/researchers/valerie-m-monpellier/)

## Paper primary topic

- [Bariatric Surgery and Outcomes](https://scholariq.org/topics/bariatric-surgery-and-outcomes/)

## Paper topics

- [Bariatric Surgery and Outcomes](https://scholariq.org/topics/bariatric-surgery-and-outcomes/)
- [Body Contouring and Surgery](https://scholariq.org/topics/body-contouring-and-surgery/)
- [Cardiovascular Disease and Adiposity](https://scholariq.org/topics/cardiovascular-disease-and-adiposity/)

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Source: ScholarIQ — public research metadata, principally OpenAlex. See https://scholariq.org/sources/ for provenance and https://scholariq.org/methodology/ for what these figures mean.