[HTML][HTML] Applications of machine learning and deep learning in SPECT and PET imaging: General overview, challenges and future prospects

C Jimenez-Mesa, JE Arco, FJ Martinez-Murcia… - Pharmacological …, 2023 - Elsevier
The integration of positron emission tomography (PET) and single-photon emission
computed tomography (SPECT) imaging techniques with machine learning (ML) algorithms …

Imaging of Multiple Myeloma: Present and Future

V Rodríguez-Laval, B Lumbreras-Fernández… - Journal of Clinical …, 2024 - mdpi.com
Multiple myeloma (MM) is the second most common adult hematologic malignancy, and
early intervention increases survival in asymptomatic high-risk patients. Imaging is crucial for …

How artificial intelligence revolutionizes the world of multiple myeloma

M Romero, A Mosquera Orgueira… - Frontiers in …, 2024 - frontiersin.org
Multiple myeloma is the second most frequent hematologic malignancy worldwide with high
morbidity and mortality. Although it is considered an incurable disease, the enhanced …

Positron Emission Tomography-Derived Radiomics and Artificial Intelligence in Multiple Myeloma: State-of-the-Art

L Manco, D Albano, L Urso, M Arnaboldi… - Journal of Clinical …, 2023 - mdpi.com
Multiple myeloma (MM) is a heterogeneous neoplasm accounting for the second most
prevalent hematologic disorder. The identification of noninvasive, valuable biomarkers is of …

Whole-body low-dose computed tomography in patients with newly diagnosed multiple myeloma predicts cytogenetic risk: a deep learning radiogenomics study

S Faghani, M Moassefi, U Yadav, FK Buadi… - Skeletal Radiology, 2024 - Springer
Objective To develop a whole-body low-dose CT (WBLDCT) deep learning model and
determine its accuracy in predicting the presence of cytogenetic abnormalities in multiple …

MRI-based bone marrow radiomics for predicting cytogenetic abnormalities in multiple myeloma

X Xiong, J Wang, Z Hao, X Fan, N Jiang, X Qian… - Clinical Radiology, 2024 - Elsevier
AIM To develop a radiomics signature applied to magnetic resonance imaging (MRI)-images
to predict cytogenetic abnormalities in multiple myeloma (MM). MATERIALS AND …