Emerging applications of deep learning in bone tumors: current advances and challenges

X Zhou, H Wang, C Feng, R Xu, Y He, L Li… - Frontiers in oncology, 2022 - frontiersin.org
Deep learning is a subfield of state-of-the-art artificial intelligence (AI) technology, and
multiple deep learning-based AI models have been applied to musculoskeletal diseases …

Multiparametric MRI evaluation of bone sarcomas in children

EJ Inarejos Clemente, OM Navarro, M Navallas… - Insights into …, 2022 - Springer
Osteosarcoma and Ewing sarcoma are the most common bone sarcomas in children. Their
clinical presentation is very variable depending on the age of the patient and tumor location …

Artificial intelligence in musculoskeletal oncology imaging: a critical review of current applications

M Lacroix, T Aouad, J Feydy, D Biau… - Diagnostic and …, 2023 - Elsevier
Artificial intelligence (AI) is increasingly being studied in musculoskeletal oncology imaging.
AI has been applied to both primary and secondary bone tumors and assessed for various …

Imaging of pediatric bone tumors: a COG Diagnostic Imaging Committee/SPR Oncology Committee white paper

KB Cederberg, RS Iyer, A Chaturvedi… - Pediatric blood & …, 2023 - Wiley Online Library
Malignant primary bone tumors are uncommon in the pediatric population, accounting for
3%–5% of all pediatric malignancies. Osteosarcoma and Ewing sarcoma comprise 90% of …

Methodological considerations on segmenting rhabdomyosarcoma with diffusion-weighted imaging—What can we do better?

C Chatziantoniou, RA Schoot, R van Ewijk… - Insights into …, 2023 - Springer
Purpose Diffusion-weighted MRI is a promising technique to monitor response to treatment
in pediatric rhabdomyosarcoma. However, its validation in clinical practice remains …

Pitfalls of diffusion-weighted imaging: clinical utility of T2 shine-through and T2 black-out for musculoskeletal diseases

Y Kim, SK Lee, JY Kim, JH Kim - Diagnostics, 2023 - mdpi.com
Diffusion-weighted imaging (DWI) with an apparent diffusion coefficient (ADC) value is a
relatively new magnetic resonance imaging (MRI) sequence that provides functional …

Survey of MRI usefulness for the clinical assessment of bone microstructure

E Soldati, F Rossi, J Vicente, D Guenoun… - International Journal of …, 2021 - mdpi.com
Bone microarchitecture has been shown to provide useful information regarding the
evaluation of skeleton quality with an added value to areal bone mineral density, which can …

Repeatability and Reproducibility Assessment of the Apparent Diffusion Coefficient in the Prostate: A Trial of the ECOG‐ACRIN Research Group (ACRIN 6701)

MA Boss, BS Snyder, E Kim, D Flamini… - Journal of Magnetic …, 2022 - Wiley Online Library
Background Uncertainty regarding the reproducibility of the apparent diffusion coefficient
(ADC) hampers the use of quantitative diffusion‐weighted imaging (DWI) in evaluation of the …

Pediatric skeletal diffusion-weighted magnetic resonance imaging, part 2: current and emerging applications

A Chaturvedi - Pediatric Radiology, 2021 - Springer
Diffusion-weighted imaging (DWI) complements the more established T1, fluid-sensitive and
gadolinium-enhanced magnetic resonance pulse sequences used to assess several …

Imaging assessment of the efficacy of chemotherapy in primary malignant bone tumors: recent advances in qualitative and quantitative magnetic resonance imaging …

X Liu, Z Duan, S Fang, S Wang - Journal of Magnetic …, 2024 - Wiley Online Library
Recent studies have shown that MRI demonstrates promising results for evaluating the
chemotherapy efficacy in bone sarcomas. This article reviews current methods for evaluating …