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Dietary Habits and ...
Dietary Habits and Daily Routines as Prognostic Factors in Endometrial Cancer : A Machine Learning Approach
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- Castro Wersäll, Ofra (författare)
- Division of Neonatology, Obstetrics and Gynaecology, Department of Women's and Children's Health, Karolinska Institutet, Stockholm, Sweden
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- Razumova, Zoia (författare)
- Karolinska Institutet
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- Govorov, Igor (författare)
- Division of Neonatology, Obstetrics and Gynaecology, Department of Women's and Children's Health, Karolinska Institutet, Stockholm, Sweden; Institute of Perinatology and Pediatrics, Almazov National Medical Research Centre, St. Petersburg, Russia
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- Mints, Miriam, 1958- (författare)
- Örebro universitet,Institutionen för medicinska vetenskaper,Region Örebro län,Division of Neonatology, Obstetrics and Gynaecology, Department of Women's and Children's Health, Karolinska Institutet, Stockholm, Sweden
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(creator_code:org_t)
- 2022-09-14
- 2023
- Engelska.
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Ingår i: Nutrition and Cancer. - : Routledge. - 0163-5581 .- 1532-7914. ; 75:1, s. 310-319
- Relaterad länk:
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https://doi.org/10.1...
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https://urn.kb.se/re...
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https://doi.org/10.1...
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http://kipublication...
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Abstract
Ämnesord
Stäng
- Endometrial cancer (EC) is becoming more common worldwide, primarily due to an increase in life expectancy and obesity. As several modifiable factors may affect EC incidence and progression, we aimed to elucidate how dietary habits and daily routines influence recurrence and survival among women with EC, using a Random Survival Forest (RSF) approach. 481 women who previously underwent hysterectomy due to EC completed two extensive questionnaires on dietary habits and daily routines, and we used RSF to identify risky or protective variables. Among the 186 variables considered, consumption of sugar-sweetened beverages and fried potatoes increased the risk of EC recurrence and death, while physical activity decreased the risk of death. We conclude that RSF is a suitable approach to study survival in multivariable datasets.
Ämnesord
- MEDICIN OCH HÄLSOVETENSKAP -- Klinisk medicin -- Cancer och onkologi (hsv//swe)
- MEDICAL AND HEALTH SCIENCES -- Clinical Medicine -- Cancer and Oncology (hsv//eng)
Publikations- och innehållstyp
- ref (ämneskategori)
- art (ämneskategori)
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