[HTML][HTML] Fusion of electronic health records and radiographic images for a multimodal deep learning prediction model of atypical femur fractures

J Schilcher, A Nilsson, O Andlid, A Eklund - Computers in Biology and …, 2024 - Elsevier
Atypical femur fractures (AFF) represent a very rare type of fracture that can be difficult to
discriminate radiologically from normal femur fractures (NFF). AFFs are associated with …

The prediction of early mortality following hip fracture surgery in patients aged 90 years and older: the Almelo Hip Fracture Score 90 (AHFS90)

WS Nijmeijer, BJ Voorthuis… - Osteoporosis …, 2023 - Springer
The AHFS90 was developed for the prediction of early mortality in patients≥ 90 years
undergoing hip fracture surgery. The AHFS90 has a good accuracy and in most risk …

[HTML][HTML] Study and validation of an explainable machine learning-based mortality prediction following emergency surgery in the elderly: a prospective observational …

P Fransvea, G Fransvea, P Liuzzi, G Sganga… - International Journal of …, 2022 - Elsevier
Introduction The heterogeneity of procedures and the variety of comorbidities of the patients
undergoing surgery in an emergency setting makes perioperative risk stratification …

Feature importance to explain multimodal prediction models. A clinical use case

JJ van de Beld, S Pathak, J Geerdink… - World Conference on …, 2024 - Springer
Surgery to treat elderly hip fracture patients may cause complications that can lead to early
mortality. An early warning system for complications could provoke clinicians to monitor high …

Palliative Non-Operative Management in Geriatric Hip Fracture Patients: When Would Surgeons Abstain from Surgery?

M Bui, CGM Groothuis-Oudshoorn, A Witteveen… - Journal of Clinical …, 2024 - mdpi.com
Background: For hip fracture patients with a limited life expectancy, operative and palliative
non-operative management (P-NOM) can yield similar quality of life outcomes. However …

Comorbidity identification in clinical documents with medical terminology-based weak supervision.

S Brouwer - 2024 - essay.utwente.nl
Knowledge of patient comorbidities is crucial for effective healthcare decision-making and
predictive modeling. However, data regarding comorbidities is often buried in unstructured …

Multimodal 100 day postoperative mortality prediction for geriatric patients with a hip fracture: working towards clinical implementation

N Heijden - 2024 - essay.utwente.nl
Hip fractures are a highly prevalent type of fracture among elderly patients with a high
chance of mortality (13% within a 100 days post surgery), high healthcare costs and a heavy …

[PDF][PDF] OPTIMAL CARE FOR GERIATRIC HIP FRACTURE PATIENTS

M Bui - 2023 - essay.utwente.nl
Hip fractures are a global health problem [1] with an increasing incidence due to the ageing
population [3, 4]. According to epidemiological projections, 6.26 million individuals will be …

[PDF][PDF] Optimal care for geriatric hip fracture patients: an interdisciplinary perspective on preoperative decision-making and postoperative rehabilitation

M Bui - 2023 - essay.utwente.nl
Hip fractures are a global health problem [1] with an increasing incidence due to the ageing
population [3, 4]. According to epidemiological projections, 6.26 million individuals will be …

髋部骨折患者术后 30 天死亡风险预测模型的范围综述

王月, 刘国庆, 牛聪影, 张振伟, 孙建, 褚友艾… - 护理 …, 2025 - manu68.magtech.com.cn
目的对\部骨折患者术后30 d 死亡风险预测模型进行范围综述! 为临床护理实践及研究提供借鉴
% 方法聚焦\部骨折患者术后30 d 死亡风险预测模型! 系统检索PubMed&Embase&Web of …