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The application of machine learning methods for predicting the progression of adolescent idiopathic scoliosis: a systematic review
L Li, MS Wong - BioMedical Engineering OnLine, 2024 - Springer
Predicting curve progression during the initial visit is pivotal in the disease management of
patients with adolescent idiopathic scoliosis (AIS)—identifying patients at high risk of …
patients with adolescent idiopathic scoliosis (AIS)—identifying patients at high risk of …
A finite element-based physics-informed operator learning framework for spatiotemporal partial differential equations on arbitrary domains
We propose a novel finite element-based physics-informed operator learning framework that
allows for predicting spatiotemporal dynamics governed by partial differential equations …
allows for predicting spatiotemporal dynamics governed by partial differential equations …
A deep neural network for operator learning enhanced by attention and gating mechanisms for long-time forecasting of tumor growth
Forecasting tumor progression and assessing the uncertainty of predictions play a crucial
role in clinical settings, especially for determining disease outlook and making informed …
role in clinical settings, especially for determining disease outlook and making informed …
Non-rigid registration via intelligent adaptive feedback control
Preserving features or local shape characteristics of a mesh using conventional non-rigid
registration methods is always difficult, as the preservation and deformation are competing …
registration methods is always difficult, as the preservation and deformation are competing …
Ribseg v2: A large-scale benchmark for rib labeling and anatomical centerline extraction
Automatic rib labeling and anatomical centerline extraction are common prerequisites for
various clinical applications. Prior studies either use in-house datasets that are inaccessible …
various clinical applications. Prior studies either use in-house datasets that are inaccessible …
4d feet: Registering walking foot shapes using attention enhanced dynamic-synchronized graph convolutional lstm network
4D-scans of dynamic deformable human body parts help researchers have a better
understanding of spatiotemporal features. However, reconstructing 4D-scans utilizing …
understanding of spatiotemporal features. However, reconstructing 4D-scans utilizing …
An intelligent composite model incorporating global/regional X-rays and clinical parameters to predict progressive adolescent idiopathic scoliosis curvatures and …
Background Adolescent idiopathic scoliosis (AIS) affects up to 5% of the population. The
efficacy of school-aged screening remains controversial since it is uncertain which …
efficacy of school-aged screening remains controversial since it is uncertain which …
A global sensitivity analysis of a mechanistic model of neoadjuvant chemotherapy for triple negative breast cancer constrained by in vitro and in vivo imaging data
Neoadjuvant chemotherapy (NAC) is a standard-of-care treatment for locally advanced triple
negative breast cancer (TNBC) before surgery. The early assessment of TNBC response to …
negative breast cancer (TNBC) before surgery. The early assessment of TNBC response to …
Optimal and adaptive controller design for motorway traffic with connected and automated vehicles
F Tajdari - 2023 - aaltodoc.aalto.fi
Connected vehicles control has brought the opportunity of using a higher level of Traffic
Management Center (TMC) to investigate the driving-related terms of congestion avoidance …
Management Center (TMC) to investigate the driving-related terms of congestion avoidance …
Comfort wearables for in-flight sitting posture recognition
Wearables are used to recognize human activities in various applications. However, there is
limited evidence on the comfort feelings in using wearables, which is crucial for the adoption …
limited evidence on the comfort feelings in using wearables, which is crucial for the adoption …