Deep neural network for automatic characterization of lesions on 68Ga-PSMA-11 PET/CT

Benchmark on Automatic Six-Month-Old Infant Brain Segmentation Algorithms: The iSeg-2017 Challenge

(2019) Li Wang et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Lung and Pancreatic Tumor Characterization in the Deep Learning Era: Novel Supervised and Unsupervised Learning Approaches

(2019) Sarfaraz Hussein et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Deep Learning for Segmentation Using an Open Large-Scale Dataset in 2D Echocardiography

(2019) Sarah Leclerc et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Automated Whole-Body Bone Lesion Detection for Multiple Myeloma on 68Ga-Pentixafor PET/CT Imaging Using Deep Learning Methods

(2018) Lina Xu et al.   Contrast Media & Molecular Imaging

Tracer uptake in mediastinal and paraaortal thoracic lymph nodes as a potential pitfall in image interpretation of PSMA ligand PET/CT

(2018) Ali Afshar-Oromieh et al.   EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING

Su1337 - Deep Learning to Diagnose Intraductal Papillary Mucinous Neoplasms (IPMN) with MRI

(2018) Juan E. Corral et al.   GASTROENTEROLOGY

Automatic Multi-organ Segmentation on Abdominal CT with Dense V-networks

(2018) Eli Gibson et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Anatomically Constrained Neural Networks (ACNNs): Application to Cardiac Image Enhancement and Segmentation

(2018) Ozan Oktay et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Improving accuracy of simultaneously reconstructed activity and attenuation maps using deep learning

(2018) Donghwi Hwang et al.   JOURNAL OF NUCLEAR MEDICINE

[ 177 Lu]-PSMA-617 radionuclide treatment in patients with metastatic castration-resistant prostate cancer (LuPSMA trial): a single-centre, single-arm, phase 2 study

(2018) Michael S Hofman et al.   LANCET ONCOLOGY

The first MICCAI challenge on PET tumor segmentation

(2018) Mathieu Hatt et al.   MEDICAL IMAGE ANALYSIS

Global cancer statistics 2018: GLOBOCAN estimates of incidence and mortality worldwide for 36 cancers in 185 countries

(2018) Freddie Bray et al.   CA-A CANCER JOURNAL FOR CLINICIANS

Synthesis of patient-specific transmission image for PET attenuation correction for PET/MR imaging of the brain using a convolutional neural network’

(2018) Karl D Spuhler et al.   JOURNAL OF NUCLEAR MEDICINE

Dixon-VIBE Deep Learning (DIVIDE) Pseudo-CT Synthesis for Pelvis PET/MR Attenuation Correction

(2018) Angel Torrado-Carvajal et al.   JOURNAL OF NUCLEAR MEDICINE

Dosimetry of Lu-177 PSMA-617 in metastatic castration-resistant prostate cancer: correlations between pre-therapeutic imaging and “whole body” tumor dosimetry with treatment outcomes

(2018) John A Violet et al.   JOURNAL OF NUCLEAR MEDICINE

HyperDense-Net: A Hyper-Densely Connected CNN for Multi-Modal Image Segmentation

(2018) Jose Dolz et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Targeted alpha therapy of mCRPC: Dosimetry estimate of 213Bismuth-PSMA-617

(2017) Clemens Kratochwil et al.   EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING

Repeated PSMA-targeting radioligand therapy of metastatic prostate cancer with 131I-MIP-1095

(2017) Ali Afshar-Oromieh et al.   EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING

Diagnostic performance of 68Ga-PSMA-11 (HBED-CC) PET/CT in patients with recurrent prostate cancer: evaluation in 1007 patients

(2017) Ali Afshar-Oromieh et al.   EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING

Variabilities of Magnetic Resonance Imaging–, Computed Tomography–, and Positron Emission Tomography–Computed Tomography–Based Tumor and Lymph Node Delineations for Lung Cancer Radiation Therapy Planning

(2017) Kishor Karki et al.   INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS

Prostate-Specific Membrane Antigen Ligands for Imaging and Therapy

(2017) Matthias Eiber et al.   JOURNAL OF NUCLEAR MEDICINE

Zero-Echo-Time and Dixon Deep Pseudo-CT (ZeDD CT): Direct Generation of Pseudo-CT Images for Pelvic PET/MRI Attenuation Correction Using Deep Convolutional Neural Networks with Multiparametric MRI

(2017) Andrew P. Leynes et al.   JOURNAL OF NUCLEAR MEDICINE

Exploring New Multimodal Quantitative Imaging Indices for the Assessment of Osseous Tumor Burden in Prostate Cancer Using68Ga-PSMA PET/CT

(2017) Marie Bieth et al.   JOURNAL OF NUCLEAR MEDICINE

Performance of 68Ga-PSMA PET/CT for Prostate Cancer Management at Initial Staging and Time of Biochemical Recurrence

(2017) Jason Bailey et al.   Current Urology Reports

Detection of recurrent prostate cancer lesions before salvage lymphadenectomy is more accurate with 68Ga-PSMA-HBED-CC than with 18F-Fluoroethylcholine PET/CT

(2016) David Pfister et al.   EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING

68Ga-PSMA Positron Emission Tomography/Computed Tomography Provides Accurate Staging of Lymph Node Regions Prior to Lymph Node Dissection in Patients with Prostate Cancer

(2016) Annika Herlemann et al.   EUROPEAN UROLOGY

AggNet: Deep Learning From Crowds for Mitosis Detection in Breast Cancer Histology Images

(2016) Shadi Albarqouni et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Multiscale Centerline Detection

(2016) Amos Sironi et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Response and Tolerability of a Single Dose of 177Lu-PSMA-617 in Patients with Metastatic Castration-Resistant Prostate Cancer: A Multicenter Retrospective Analysis

(2016) K. Rahbar et al.   JOURNAL OF NUCLEAR MEDICINE

225Ac-PSMA-617 for PSMA-Targeted  -Radiation Therapy of Metastatic Castration-Resistant Prostate Cancer

(2016) C. Kratochwil et al.   JOURNAL OF NUCLEAR MEDICINE

Prostate cancer

(2016) Gerhardt Attard et al.   LANCET

Current use of PSMA–PET in prostate cancer management

(2016) Tobias Maurer et al.   Nature Reviews Urology

Biphasic 68Ga-PSMA-HBED-CC-PET/CT in patients with recurrent and high-risk prostate carcinoma

(2015) Carsten-Oliver Sahlmann et al.   EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING

Prostate-specific Membrane Antigen–radioguided Surgery for Metastatic Lymph Nodes in Prostate Cancer

(2015) Tobias Maurer et al.   EUROPEAN UROLOGY

The Multimodal Brain Tumor Image Segmentation Benchmark (BRATS)

(2015) Bjoern H. Menze et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Evaluation of Hybrid 68Ga-PSMA Ligand PET/CT in 248 Patients with Biochemical Recurrence After Radical Prostatectomy

(2015) M. Eiber et al.   JOURNAL OF NUCLEAR MEDICINE

68Ga- and 177Lu-Labeled PSMA I&T: Optimization of a PSMA-Targeted Theranostic Concept and First Proof-of-Concept Human Studies

(2015) M. Weineisen et al.   JOURNAL OF NUCLEAR MEDICINE

Androgen deprivation therapy plus docetaxel and estramustine versus androgen deprivation therapy alone for high-risk localised prostate cancer (GETUG 12): a phase 3 randomised controlled trial

(2015) Karim Fizazi et al.   LANCET ONCOLOGY

Deep learning

(2015) Yann LeCun et al.   NATURE

Pelvic lymph node dissection for nodal oligometastatic prostate cancer detected by68Ga-PSMA-positron emission tomography/computerized tomography

(2015) S. Hijazi et al.   PROSTATE

The diagnostic value of PET/CT imaging with the 68Ga-labelled PSMA ligand HBED-CC in the diagnosis of recurrent prostate cancer

(2014) Ali Afshar-Oromieh et al.   EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING

The utility of PSMA and PSA immunohistochemistry in the cytologic diagnosis of metastatic prostate carcinoma

(2013) Kurt D. Bernacki et al.   DIAGNOSTIC CYTOPATHOLOGY