Automated brain extraction of multisequence MRI using artificial neural networks

Fabian Isensee, Marianne Schell, Irada Pflueger, +10

Human Brain Mapping

Automated quantitative tumour response assessment of MRI in neuro-oncology with artificial neural networks: a multicentre, retrospective study

Philipp Kickingereder, Fabian Isensee, Irada Tursunova, +23

The Lancet Oncology

Retrospective StudyNeuro-oncologyEngineeringArtificial Neural NetworksMedical Imaging +10

Radiomic Profiling of Glioblastoma: Identifying an Imaging Predictor of Patient Survival with Improved Performance over Established Clinical and Radiologic Risk Models

Philipp Kickingereder, Sina Burth, Antje Wick, +8

Radiology

Multiparametric Magnetic Resonance Imaging (MRI) and MRI–Transrectal Ultrasound Fusion Biopsy for Index Tumor Detection: Correlation with Radical Prostatectomy Specimen

Jan Philipp Radtke, Constantin Schwab, Maya B. Wolf, +16

European Urology

Radical Prostatectomy SpecimenSurgical OncologyUrologyEngineeringMedical Imaging +7

Classification of Cancer at Prostate MRI: Deep Learning versus Clinical PI-RADS Assessment

Patrick Schelb, Simon Köhl, Jan Philipp Radtke, +9

Radiology

Radiogenomics of Glioblastoma: Machine Learning–based Classification of Molecular Characteristics by Using Multiparametric and Multiregional MR Imaging Features

Philipp Kickingereder, David Bonekamp, Martha Nowosielski, +16

Radiology

Large-scale Radiomic Profiling of Recurrent Glioblastoma Identifies an Imaging Predictor for Stratifying Anti-Angiogenic Treatment Response

Philipp Kickingereder, Michael Götz, John Muschelli, +11

Clinical Cancer Research

Diffusion tensor imaging in children and adolescents: Reproducibility, hemispheric, and age-related differences

David Bonekamp, Lídia Nagae, Mahaveer Degaonkar, +5

NeuroImage

Neuroimaging ModalityMedical ImagingDevelopmental Cognitive NeuroscienceAdolescent NeuroimagingDiffusion Tensor Imaging +12

The Value of PSA Density in Combination with PI-RADS™ for the Accuracy of Prostate Cancer Prediction

Florian Distler, Jan Philipp Radtke, David Bonekamp, +7

The Journal of Urology

<i>NRG1</i> Fusions in <i>KRAS</i> Wild-Type Pancreatic Cancer

Christoph Heining, Peter Horak, Sebastian Uhrig, +36

Cancer Discovery