A Machine learning model trained on dual-energy CT radiomics significantly improves immunotherapy response prediction for patients with stage IV melanoma

A CT-based Radiomics Signature Is Associated with Response to Immune Checkpoint Inhibitors in Advanced Solid Tumors

(2021) Marta Ligero et al.   RADIOLOGY

A deep look into radiomics

(2021) Camilla Scapicchio et al.   Radiologia Medica

Mixed Response to Immunotherapy in Patients with Metastatic Melanoma

(2020) Daan Jan Willem Rauwerdink et al.   ANNALS OF SURGICAL ONCOLOGY

Radiomics, tumor volume and blood biomarkers for early prediction of pseudoprogression in metastatic melanoma patients treated with immune checkpoint inhibition

(2020) Lucas Basler et al.   CLINICAL CANCER RESEARCH

Predicting Response to Cancer Immunotherapy using Non-invasive Radiomic Biomarkers

(2019) S Trebeschi et al.   ANNALS OF ONCOLOGY

Automatic discovery of image-based signatures for ipilimumab response prediction in malignant melanoma

(2019) Nathalie Harder et al.   Scientific Reports

Baseline clinical and imaging predictors of treatment response and overall survival of patients with metastatic melanoma undergoing immunotherapy

(2019) Amadeus Schraag et al.   EUROPEAN JOURNAL OF RADIOLOGY

Epidemiology and Risk Factors of Melanoma

(2019) Stephanie Carr et al.   SURGICAL CLINICS OF NORTH AMERICA

Prognostic value of radiomic analysis of iodine overlay maps from dual-energy computed tomography in patients with resectable lung cancer

(2018) Jooae Choe et al.   EUROPEAN RADIOLOGY

A radiomics approach to assess tumour-infiltrating CD8 cells and response to anti-PD-1 or anti-PD-L1 immunotherapy: an imaging biomarker, retrospective multicohort study

(2018) Roger Sun et al.   LANCET ONCOLOGY

Can radiomics personalise immunotherapy?

(2018) Issam El Naqa et al.   LANCET ONCOLOGY

Robust prediction of response to immune checkpoint blockade therapy in metastatic melanoma

(2018) Noam Auslander et al.   NATURE MEDICINE

iRECIST: guidelines for response criteria for use in trials testing immunotherapeutics

(2017) Lesley Seymour et al.   LANCET ONCOLOGY

Analysis of Trends in US Melanoma Incidence and Mortality

(2017) Alex M. Glazer et al.   JAMA Dermatology

Radiomics: Images Are More than Pictures, They Are Data

(2016) Robert J. Gillies et al.   RADIOLOGY

Pathologic stratification of operable lung adenocarcinoma using radiomics features extracted from dual energy CT images

(2016) Jung Min Bae et al.   Oncotarget

Circulating Melanoma Cell Subpopulations: Their Heterogeneity and Differential Responses to Treatment

(2015) Elin S. Gray et al.   JOURNAL OF INVESTIGATIVE DERMATOLOGY

Dual-Energy CT: General Principles

(2012) Thorsten R. C. Johnson   AMERICAN JOURNAL OF ROENTGENOLOGY

Functional imaging of lung cancer using dual energy CT: how does iodine related attenuation correlate with standardized uptake value of 18FDG-PET-CT?

(2011) G. Schmid-Bindert et al.   EUROPEAN RADIOLOGY

Strategies for early melanoma detection: Approaches to the patient with nevi

(2009) Agnessa Gadeliya Goodson et al.   JOURNAL OF THE AMERICAN ACADEMY OF DERMATOLOGY

New response evaluation criteria in solid tumours: Revised RECIST guideline (version 1.1)

(2008) E.A. Eisenhauer et al.   EUROPEAN JOURNAL OF CANCER