Journal: EJNMMI Physics

Article Title: Tumor response prediction in 90 Y radioembolization with PET-based radiomics features and absorbed dose metrics

doi: 10.1186/s40658-020-00340-9

Figure Lengend Snippet: Summary of radiomics model construction and evaluation

Article Snippet: Lesion contours and 90 Y PET images were input to an in-house-developed (Matlab, MathWorks Inc., Natick, MA) radiomics toolbox (benchmarked by image biomarker standardization—ISBI) that run as an extension on MIM.

Techniques:

Journal: EJNMMI Physics

Article Title: Tumor response prediction in 90 Y radioembolization with PET-based radiomics features and absorbed dose metrics

doi: 10.1186/s40658-020-00340-9

Figure Lengend Snippet: Summary of statistical analysis for volume, the 15 robust radiomics features, and absorbed dose with Bonferroni correction

Article Snippet: Lesion contours and 90 Y PET images were input to an in-house-developed (Matlab, MathWorks Inc., Natick, MA) radiomics toolbox (benchmarked by image biomarker standardization—ISBI) that run as an extension on MIM.

Techniques:

Journal: EJNMMI Physics

Article Title: Tumor response prediction in 90 Y radioembolization with PET-based radiomics features and absorbed dose metrics

doi: 10.1186/s40658-020-00340-9

Figure Lengend Snippet: Spearman correlation heat map for radiomics features, volume and absorbed dose

Article Snippet: Lesion contours and 90 Y PET images were input to an in-house-developed (Matlab, MathWorks Inc., Natick, MA) radiomics toolbox (benchmarked by image biomarker standardization—ISBI) that run as an extension on MIM.

Techniques:

Journal: EJNMMI Physics

Article Title: Tumor response prediction in 90 Y radioembolization with PET-based radiomics features and absorbed dose metrics

doi: 10.1186/s40658-020-00340-9

Figure Lengend Snippet: Radiomics_robust + dose model order determination for OR (left) and progression (right): average AUC/c-index vs. number of top features included

Article Snippet: Lesion contours and 90 Y PET images were input to an in-house-developed (Matlab, MathWorks Inc., Natick, MA) radiomics toolbox (benchmarked by image biomarker standardization—ISBI) that run as an extension on MIM.

Techniques:

Journal: EJNMMI Physics

Article Title: Tumor response prediction in 90 Y radioembolization with PET-based radiomics features and absorbed dose metrics

doi: 10.1186/s40658-020-00340-9

Figure Lengend Snippet: Top 5 features for the combined models with robust radiomics features, volume, and absorbed dose

Article Snippet: Lesion contours and 90 Y PET images were input to an in-house-developed (Matlab, MathWorks Inc., Natick, MA) radiomics toolbox (benchmarked by image biomarker standardization—ISBI) that run as an extension on MIM.

Techniques:

Journal: EJNMMI Physics

Article Title: Tumor response prediction in 90 Y radioembolization with PET-based radiomics features and absorbed dose metrics

doi: 10.1186/s40658-020-00340-9

Figure Lengend Snippet: Average AUC/c-index for individual and combined models with all the lesions, HCC lesions, and metastasis lesions

Article Snippet: Lesion contours and 90 Y PET images were input to an in-house-developed (Matlab, MathWorks Inc., Natick, MA) radiomics toolbox (benchmarked by image biomarker standardization—ISBI) that run as an extension on MIM.

Techniques:

Journal: EJNMMI Physics

Article Title: Tumor response prediction in 90 Y radioembolization with PET-based radiomics features and absorbed dose metrics

doi: 10.1186/s40658-020-00340-9

Figure Lengend Snippet: ROC curves for overall response (OR) at first follow-up with the combined model, radiomics alone model, and dose alone model

Article Snippet: Lesion contours and 90 Y PET images were input to an in-house-developed (Matlab, MathWorks Inc., Natick, MA) radiomics toolbox (benchmarked by image biomarker standardization—ISBI) that run as an extension on MIM.

Techniques:

Journal: EJNMMI Physics

Article Title: Tumor response prediction in 90 Y radioembolization with PET-based radiomics features and absorbed dose metrics

doi: 10.1186/s40658-020-00340-9

Figure Lengend Snippet: Calibration curves for dose, radiomics, and combined models for OR endpoint, with the slopes and intercepts available in the table

Article Snippet: Lesion contours and 90 Y PET images were input to an in-house-developed (Matlab, MathWorks Inc., Natick, MA) radiomics toolbox (benchmarked by image biomarker standardization—ISBI) that run as an extension on MIM.

Techniques: