Prediction of standard-dose brain PET image by using MRI and low-dose brain [18 F]FDG PET images

LINKS: Learning-based multi-source IntegratioN frameworK for Segmentation of infant brain images

(2015) Li Wang et al.   NEUROIMAGE

Hierarchical Lung Field Segmentation With Joint Shape and Appearance Sparse Learning

(2014) Yeqin Shao et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Incremental Learning With Selective Memory (ILSM): Towards Fast Prostate Localization for Image Guided Radiotherapy

(2014) Yaozong Gao et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

A random forest classifier for lymph diseases

(2013) Ahmad Taher Azar et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Comparison of whole-body PET/CT and PET/MRI in breast cancer patients: Lesion detection and quantitation of 18F-deoxyglucose uptake in lesions and in normal organ tissues

(2013) Leonardo Pace et al.   EUROPEAN JOURNAL OF RADIOLOGY

Groupwise Conditional Random Forests for Automatic Shape Classification and Contour Quality Assessment in Radiotherapy Planning

(2013) Chris McIntosh et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Attenuation Correction for the HRRT PET-Scanner Using Transmission Scatter Correction and Total Variation Regularization

(2013) Sune H. Keller et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Fully Automatic Segmentation of the Proximal Femur Using Random Forest Regression Voting

(2013) C. Lindner et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Investigation of the Role of Feature Selection and Weighted Voting in Random Forests for 3-D Volumetric Segmentation

(2013) M. Yaqub et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Correction of partial volume effect in 18F-FDG PET brain studies using coregistered MR volumes: Voxel based analysis of tracer uptake in the white matter

(2013) Christopher Coello et al.   NEUROIMAGE

Automatic hippocampus segmentation of 7.0Tesla MR images by combining multiple atlases and auto-context models

(2013) Minjeong Kim et al.   NEUROIMAGE

Segmentation of neonatal brain MR images using patch-driven level sets

(2013) Li Wang et al.   NEUROIMAGE

Inter-modality relationship constrained multi-modality multi-task feature selection for Alzheimer's Disease and mild cognitive impairment identification

(2013) Feng Liu et al.   NEUROIMAGE

Combined PET/MR imaging in neurology: MR-based attenuation correction implies a strong spatial bias when ignoring bone

(2013) Flemming Littrup Andersen et al.   NEUROIMAGE

Tumor Quantification in Clinical Positron Emission Tomography

(2013) Bing Bai et al.   Theranostics

Multiclass classification of FDG PET scans for the distinction between Parkinson's disease and atypical parkinsonian syndromes

(2013) Gaëtan Garraux et al.   NeuroImage-Clinical

Gradient boosting machines, a tutorial

(2013) Alexey Natekin et al.   Frontiers in Neurorobotics

List-Mode PET Motion Correction Using Markerless Head Tracking: Proof-of-Concept With Scans of Human Subject

(2012) Oline V. Olesen et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Random Forests for Real Time 3D Face Analysis

(2012) Gabriele Fanelli et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

Prostate segmentation by sparse representation based classification

(2012) Yaozong Gao et al.   MEDICAL PHYSICS

Characterisation of partial volume effect and region-based correction in small animal positron emission tomography (PET) of the rat brain

(2012) Wencke Lehnert et al.   NEUROIMAGE

LABEL: Pediatric brain extraction using learning-based meta-algorithm

(2012) Feng Shi et al.   NEUROIMAGE

Random forest-based similarity measures for multi-modal classification of Alzheimer's disease

(2012) Katherine R. Gray et al.   NEUROIMAGE

Learning image context for segmentation of the prostate in CT-guided radiotherapy

(2012) Wei Li et al.   PHYSICS IN MEDICINE AND BIOLOGY

Predicting Future Clinical Changes of MCI Patients Using Longitudinal and Multimodal Biomarkers

(2012) Daoqiang Zhang et al.   PLoS One

Automated Diagnosis of Diseases Based on Classification: Dynamic Determination of the Number of Trees in Random Forests Algorithm

(2011) E. E. Tripoliti et al.   IEEE TRANSACTIONS ON INFORMATION TECHNOLOGY IN BIOMEDICINE

Evaluation of Three MRI-Based Anatomical Priors for Quantitative PET Brain Imaging

(2011) K. Vunckx et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Motion Correction in Dual Gated Cardiac PET Using Mass-Preserving Image Registration

(2011) F. Gigengack et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Analysis of Pretreatment FDG-PET SUV Parameters in Head-and-Neck Cancer: Tumor SUVmean Has Superior Prognostic Value

(2011) Kristin A. Higgins et al.   INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS

Low-dose computed tomography image restoration using previous normal-dose scan

(2011) Jianhua Ma et al.   MEDICAL PHYSICS

Multimodal classification of Alzheimer's disease and mild cognitive impairment

(2011) Daoqiang Zhang et al.   NEUROIMAGE

SharpMean: Groupwise registration guided by sharp mean image and tree-based registration

(2011) Guorong Wu et al.   NEUROIMAGE

Voxel-level comparison of arterial spin-labeled perfusion MRI and FDG-PET in Alzheimer disease

(2011) Y. Chen et al.   NEUROLOGY

Motion Correction and Attenuation Correction for Respiratory Gated PET Images

(2010) Wenjia Bai et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Relevance of airborne lidar and multispectral image data for urban scene classification using Random Forests

(2010) Li Guo et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

PET/MRI: Paving the Way for the Next Generation of Clinical Multimodality Imaging Applications

(2010) B. J. Pichler et al.   JOURNAL OF NUCLEAR MEDICINE

Cardiac PET Imaging for the Detection and Monitoring of Coronary Artery Disease and Microvascular Health

(2010) Thomas H. Schindler et al.   JACC-Cardiovascular Imaging

Auto-Context and Its Application to High-Level Vision Tasks and 3D Brain Image Segmentation

(2009) Zhuowen Tu et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Neonatal brain image segmentation in longitudinal MRI studies

(2009) Feng Shi et al.   NEUROIMAGE