Radiomics in oncological PET imaging: a systematic review—Part 1, Supradiaphragmatic cancers
Radiomics is an upcoming field in nuclear oncology, both promising and technically
challenging. To summarize the already undertaken work on supradiaphragmatic neoplasia …
challenging. To summarize the already undertaken work on supradiaphragmatic neoplasia …
Joint EANM/SNMMI guideline on radiomics in nuclear medicine: Jointly supported by the EANM Physics Committee and the SNMMI Physics, Instrumentation and Data …
Purpose The purpose of this guideline is to provide comprehensive information on best
practices for robust radiomics analyses for both hand-crafted and deep learning-based …
practices for robust radiomics analyses for both hand-crafted and deep learning-based …
AI/ML advances in non-small cell lung cancer biomarker discovery
M Çalışkan, K Tazaki - Frontiers in Oncology, 2023 - frontiersin.org
Lung cancer is the leading cause of cancer deaths among both men and women,
representing approximately 25% of cancer fatalities each year. The treatment landscape for …
representing approximately 25% of cancer fatalities each year. The treatment landscape for …
[HTML][HTML] FDG PET and CT radiomics in diagnosis and prognosis of non-small-cell lung cancer
P Hannequin, C Decroisette, P Kermanach… - Translational Lung …, 2022 - ncbi.nlm.nih.gov
Background 18 F-FDG PET and CT radiomics has been the object of a wide research for
over 20 years but its contribution to clinical practice remains not yet well established. We …
over 20 years but its contribution to clinical practice remains not yet well established. We …
Spatially coherent modeling of 3D FDG-PET data for assessment of intratumoral heterogeneity and uptake gradients
E Wolsztynski, F O'Sullivan… - Journal of Medical …, 2022 - spiedigitallibrary.org
Purpose: Radiomics have become invaluable for non-invasive cancer patient risk prediction,
and the community now turns to exogenous assessment, eg, from genomics, for …
and the community now turns to exogenous assessment, eg, from genomics, for …
3-D Textural Analysis of 2-[¹⁸F] FDG PET and Ki67 Expression in Nonsmall Cell Lung Cancer
X Hu, X Liang, E Antonecchia… - … on Radiation and …, 2021 - ieeexplore.ieee.org
The immunohistochemical determination of the Ki67 expression is regarded as a reliable
method to monitor nonsmall cell lung cancer (NSCLC) proliferation. However, cancer tissues …
method to monitor nonsmall cell lung cancer (NSCLC) proliferation. However, cancer tissues …
Comparison of the value of different measuring parameters in the diagnosis of mediastinal lymph node metastases in patients withlung adenocarcinoma on 18F-FDG …
G Wen, SI Wang, Y Hu, Q Huang - 2021 - researchsquare.com
Background 18 F-FDG PET/CT has been used worldwide for the staging of lung cancer, but
the criteria used for classifying mediastinal lymph nodes as malignant are underdispute. The …
the criteria used for classifying mediastinal lymph nodes as malignant are underdispute. The …
Statistical Exploration of Relationships Between Routine and Agnostic Features Towards Interpretable Risk Characterization
E Wolsztynski - arXiv preprint arXiv:2001.10353, 2020 - arxiv.org
As is typical in other fields of application of high throughput systems, radiology is faced with
the challenge of interpreting increasingly sophisticated predictive models such as those …
the challenge of interpreting increasingly sophisticated predictive models such as those …