The Brain Tumor Sequence Registration Challenge: Establishing Correspondence between Pre-Operative and Follow-up MRI scans of diffuse glioma patients.

[BibT_eX]

[DOI]

Bhakti Baheti

Diana Waldmannstetter

Javier E. Villanueva-Meyer

CoRR, 2021

2020

Integrative radiomic analysis for pre-surgical prognostic stratification of glioblastoma patients: from advanced to basic MRI protocols.

[BibT_eX]

[DOI]

Proceedings of the Medical Imaging 2020: Image-Guided Procedures, 2020

A Deep Network for Joint Registration and Reconstruction of Images with Pathologies.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning in Medical Imaging - 11th International Workshop, 2020

Estimating Glioblastoma Biophysical Growth Parameters Using Deep Learning Regression.

[BibT_eX]

[DOI]

Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2020

2019

Multivariate Analysis of Preoperative Magnetic Resonance Imaging Reveals Transcriptomic Classification of de novo Glioblastoma Patients.

[BibT_eX]

[DOI]

Frontiers Comput. Neurosci., 2019

Non-invasive transcriptomic classification of de novo Glioblastoma patients through multivariate quantitative analysis of baseline preoperative multimodal magnetic resonance imaging.

[BibT_eX]

[DOI]

Proceedings of the Medical Imaging 2019: Computer-Aided Diagnosis, 2019

The Cancer Imaging Phenomics Toolkit (CaPTk): Technical Overview.

[BibT_eX]

[DOI]

Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2019

Towards Population-Based Histologic Stain Normalization of Glioblastoma.

[BibT_eX]

[DOI]

Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2019

2018

Technical note: a radiomic signature of infiltration in peritumoral edema predicts subsequent recurrence in glioblastoma.

[BibT_eX]

[DOI]

Proceedings of the Medical Imaging 2018: Image-Guided Procedures, 2018

Patient-Specific Registration of Pre-operative and Post-recurrence Brain Tumor MRI Scans.

[BibT_eX]

[DOI]

Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2018

Deriving stable multi-parametric MRI radiomic signatures in the presence of inter-scanner variations: survival prediction of glioblastoma via imaging pattern analysis and machine learning techniques.

[BibT_eX]

[DOI]

Proceedings of the Medical Imaging 2018: Computer-Aided Diagnosis, 2018

2017

Brain Cancer Imaging Phenomics Toolkit (brain-CaPTk): An Interactive Platform for Quantitative Analysis of Glioblastoma.

[BibT_eX]

[DOI]

Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2017

2016

Segmentation of Gliomas in Pre-operative and Post-operative Multimodal Magnetic Resonance Imaging Volumes Based on a Hybrid Generative-Discriminative Framework.

[BibT_eX]

[DOI]

Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2016

2015

GLISTRboost: Combining Multimodal MRI Segmentation, Registration, and Biophysical Tumor Growth Modeling with Gradient Boosting Machines for Glioma Segmentation.

[BibT_eX]

[DOI]

Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2015

2014

Comparative Evaluation of Registration Algorithms in Different Brain Databases With Varying Difficulty: Results and Insights.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2014

PORTR: Pre-Operative and Post-Recurrence Brain Tumor Registration.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2014

Combining Generative Models for Multifocal Glioma Segmentation and Registration.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014

2012

Automatic 3D segmentation of the kidney in MR images using wavelet feature extraction and probability shape model.

[BibT_eX]

[DOI]

Hamed Akbari

Baowei Fei

Proceedings of the Medical Imaging 2012: Image Processing, 2012

A molecular image-directed, 3D ultrasound-guided biopsy system for the prostate.

[BibT_eX]

[DOI]

Proceedings of the Medical Imaging 2012: Image-Guided Procedures, 2012

Hyperspectral imaging and spectral-spatial classification for cancer detection.

[BibT_eX]

[DOI]

Baowei Fei

Hamed Akbari

Luma V. Halig

Proceedings of the 5th International Conference on BioMedical Engineering and Informatics, 2012

2011

3D segmentation of prostate ultrasound images using wavelet transform.

[BibT_eX]

[DOI]

Proceedings of the Medical Imaging 2011: Image Processing, 2011

3D non-rigid registration using surface and local salient features for transrectal ultrasound image-guided prostate biopsy.

[BibT_eX]

[DOI]

Proceedings of the Medical Imaging 2011: Visualization, 2011

A PET/CT Directed, 3D Ultrasound-Guided Biopsy System for Prostate Cancer.

[BibT_eX]

[DOI]

Proceedings of the Prostate Cancer Imaging. Image Analysis and Image-Guided Interventions, 2011

2010

Detection and Analysis of the Intestinal Ischemia Using Visible and Invisible Hyperspectral Imaging.

[BibT_eX]

[DOI]

IEEE Trans. Biomed. Eng., 2010

2009

Hyperspectral Image segmentation and its application in abdominal surgery.

[BibT_eX]

[DOI]

Int. J. Funct. Informatics Pers. Medicine, 2009

Segmentation of Arteries in Minimally Invasive Surgery Using Change Detection.

[BibT_eX]

[DOI]

Hamed Akbari

Yukio Kosugi

Kazuyuki Kojima

IEICE Trans. Inf. Syst., 2009

2008

Wavelet-Based Compression and Segmentation of Hyperspectral Images in Surgery.

[BibT_eX]

[DOI]

Proceedings of the Medical Imaging and Augmented Reality, 4th International Workshop, 2008

2007

Enhanced Blood Vessels in Laparoscopy by Using Narrow-Band Imaging.

[BibT_eX]

[DOI]

Proceedings of the IAPR Conference on Machine Vision Applications (IAPR MVA 2007), 2007

Hamed Akbari

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