Predicting outcomes in anal cancer patients using multi-centre data and distributed learning – A proof-of-concept study

Distributed learning on 20 000+ lung cancer patients – The Personal Health Train

(2020) Timo M. Deist et al.   RADIOTHERAPY AND ONCOLOGY

UK national cohort of anal cancer treated with intensity-modulated radiotherapy: One-year oncological and patient-reported outcomes

(2020) A. Gilbert et al.   EUROPEAN JOURNAL OF CANCER

Anal cancer chemoradiotherapy outcome prediction using 18F-fluorodeoxyglucose positron emission tomography and clinicopathological factors

(2019) Espen Rusten et al.   BRITISH JOURNAL OF RADIOLOGY

Prediction of outcome in anal squamous cell carcinoma using radiomic feature analysis of pre-treatment FDG PET-CT

(2019) P. J. Brown et al.   EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING

Patterns and Predictors of Relapse Following Radical Chemoradiation Therapy Delivered Using Intensity Modulated Radiation Therapy With a Simultaneous Integrated Boost in Anal Squamous Cell Carcinoma

(2019) Rebecca Shakir et al.   INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS

A prospective, multi-centre trial of multi-parametric MRI as a biomarker in anal carcinoma

(2019) Michael Jones et al.   RADIOTHERAPY AND ONCOLOGY

Long-term follow-up experience in anal canal cancer treated with Intensity-Modulated Radiation Therapy: Clinical outcomes, patterns of relapse and predictors of failure

(2019) Maïlys de Meric de Bellefon et al.   RADIOTHERAPY AND ONCOLOGY

Determinants for local tumour control probability after radiotherapy of anal cancer

(2018) Anders Johnsson et al.   RADIOTHERAPY AND ONCOLOGY

Rising Incidence and Improved Survival of Anal Squamous Cell Carcinoma in Norway, 1987-2016

(2018) Marianne Grønlie Guren et al.   Clinical Colorectal Cancer

Prediction models need appropriate internal, internal–external, and external validation

(2016) Ewout W. Steyerberg et al.   JOURNAL OF CLINICAL EPIDEMIOLOGY

Distributed learning: Developing a predictive model based on data from multiple hospitals without data leaving the hospital – A real life proof of concept

(2016) Arthur Jochems et al.   RADIOTHERAPY AND ONCOLOGY

Transparent Reporting of a multivariable prediction model for Individual Prognosis Or Diagnosis (TRIPOD): Explanation and Elaboration

(2015) Karel G.M. Moons et al.   ANNALS OF INTERNAL MEDICINE

WebDISCO: A web service for distributed cox model learning without patient-level data sharing

(2015) Chia-Lun Lu et al.   JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION

A tumor control probability model for anal squamous cell carcinoma

(2015) Rebecca Muirhead et al.   RADIOTHERAPY AND ONCOLOGY

Anal carcinoma – Survival and recurrence in a large cohort of patients treated according to Nordic guidelines

(2014) Otilia Leon et al.   RADIOTHERAPY AND ONCOLOGY

Creating a data exchange strategy for radiotherapy research: Towards federated databases and anonymised public datasets

(2014) Tomas Skripcak et al.   RADIOTHERAPY AND ONCOLOGY

Anal Carcinoma: Impact of TN Category of Disease on Survival, Disease Relapse, and Colostomy Failure in US Gastrointestinal Intergroup RTOG 98-11 Phase 3 Trial

(2013) Leonard L. Gunderson et al.   INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS

Mitomycin or cisplatin chemoradiation with or without maintenance chemotherapy for treatment of squamous-cell carcinoma of the anus (ACT II): a randomised, phase 3, open-label, 2×2 factorial trial

(2013) Roger D James et al.   LANCET ONCOLOGY

Induction Chemotherapy and Dose Intensification of the Radiation Boost in Locally Advanced Anal Canal Carcinoma: Final Analysis of the Randomized UNICANCER ACCORD 03 Trial

(2012) Didier Peiffert et al.   JOURNAL OF CLINICAL ONCOLOGY

On the C-statistics for evaluating overall adequacy of risk prediction procedures with censored survival data

(2011) Hajime Uno et al.   STATISTICS IN MEDICINE

Fluorouracil, Mitomycin, and Radiotherapy vs Fluorouracil, Cisplatin, and Radiotherapy for Carcinoma of the Anal Canal

(2008) Jaffer A. Ajani   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION