Comparison of Intraoperative Ultrasound B-Mode and Strain Elastography for the Differentiation of Glioblastomas From Solitary Brain Metastases. An Automated Deep Learning Approach for Image Analysis

Comparison of Deep-Learning and Conventional Machine-Learning Methods for the Automatic Recognition of the Hepatocellular Carcinoma Areas from Ultrasound Images

(2020) Raluca Brehar et al.   SENSORS

Differentiation between glioblastoma, brain metastasis and subtypes using radiomics analysis

(2019) Moran Artzi et al.   JOURNAL OF MAGNETIC RESONANCE IMAGING

Deep Learning in Medical Ultrasound Analysis: A Review

(2019) Shengfeng Liu et al.   Engineering

Differentiating glioblastomas from solitary brain metastasis using arterial spin labeling perfusion and diffusion tensor imaging derived metrics

(2019) Ahmed Abdel Khalek Abdel Razek et al.   World Neurosurgery

Discrimination Between Solitary Brain Metastasis and Glioblastoma Multiforme by Using ADC-Based Texture Analysis: A Comparison of Two Different ROI Placements

(2019) Guoqin Zhang et al.   ACADEMIC RADIOLOGY

Proliferation-dominant high-grade astrocytoma: survival benefit associated with extensive resection of FLAIR abnormality region

(2019) Haihui Jiang et al.   JOURNAL OF NEUROSURGERY

Survival benefit of lobectomy over gross-total resection without lobectomy in cases of glioblastoma in the noneloquent area: a retrospective study

(2019) Tae Hoon Roh et al.   JOURNAL OF NEUROSURGERY

Differentiation of glioblastoma from solitary brain metastases using radiomic machine-learning classifiers

(2019) Zenghui Qian et al.   CANCER LETTERS

Brain tumor classification using deep CNN features via transfer learning

(2019) S. Deepak et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Radiomics-Based Machine Learning in Differentiation Between Glioblastoma and Metastatic Brain Tumors

(2019) Chaoyue Chen et al.   Frontiers in Oncology

Computational quantitative MR image features - a potential useful tool in differentiating glioblastoma from solitary brain metastasis

(2019) Katarina Petrujkić et al.   EUROPEAN JOURNAL OF RADIOLOGY

Democratized image analytics by visual programming through integration of deep models and small-scale machine learning

(2019) Primož Godec et al.   Nature Communications

Intraoperative Ultrasonographic Elastography: A Semi-Quantitative Analysis of Brain Tumor Elasticity Patterns and Peritumoral Region

(2019) Santiago Cepeda et al.   World Neurosurgery

Deep Learning in Ultrasound Imaging

(2019) Ruud J. G. van Sloun et al.   PROCEEDINGS OF THE IEEE

A Deep Convolutional Neural Network with Performance Comparable to Radiologists for Differentiating Between Spinal Schwannoma and Meningioma

(2019) Satoshi Maki et al.   SPINE

Texture analysis on diffusion tensor imaging: discriminating glioblastoma from single brain metastasis

(2018) Karoline Skogen et al.   ACTA RADIOLOGICA

Differentiation of Glioblastoma and Solitary Brain Metastasis by Gradient of Relative Cerebral Blood Volume in the Peritumoral Brain Zone Derived from Dynamic Susceptibility Contrast Perfusion Magnetic Resonance Imaging

(2018) Dejun She et al.   JOURNAL OF COMPUTER ASSISTED TOMOGRAPHY

An Examination of the Role of Supramaximal Resection of Temporal Lobe Glioblastoma Multiforme

(2018) Chad A. Glenn et al.   World Neurosurgery

The Diagnostic Properties of Intraoperative Ultrasound in Glioma Surgery and Factors Associated with Gross Total Tumor Resection

(2018) Bodil Karoline Ravn Munkvold et al.   World Neurosurgery

Extending the resection beyond the contrast-enhancement for glioblastoma: feasibility, efficacy, and outcomes

(2018) David Mampre et al.   BRITISH JOURNAL OF NEUROSURGERY

Classification and mutation prediction from non–small cell lung cancer histopathology images using deep learning

(2018) Nicolas Coudray et al.   NATURE MEDICINE

Differentiation between glioblastoma and solitary brain metastasis using neurite orientation dispersion and density imaging

(2018) Yoshihito Kadota et al.   JOURNAL OF NEURORADIOLOGY

Differentiation between glioblastomas and brain metastases and regarding their primary site of malignancy using dynamic susceptibility contrast MRI at 3T

(2018) K Askaner et al.   JOURNAL OF NEURORADIOLOGY

Intraoperative Strain Elastosonography in Brain Tumor Surgery

(2018) Francesco Prada et al.   Operative Neurosurgery

A Deep Learning-Based Radiomics Model for Differentiating Benign and Malignant Renal Tumors

(2018) Leilei Zhou et al.   Translational Oncology

Dermatologist-level classification of skin cancer with deep neural networks

(2017) Andre Esteva et al.   NATURE

The Survival Advantage of “Supratotal” Resection of Glioblastoma Using Selective Cortical Mapping and the Subpial Technique

(2017) Yoshua Esquenazi et al.   NEUROSURGERY

Automated diagnosis of myositis from muscle ultrasound: Exploring the use of machine learning and deep learning methods

(2017) Philippe Burlina et al.   PLoS One

Deep Convolutional Neural Networks for Computer-Aided Detection: CNN Architectures, Dataset Characteristics and Transfer Learning

(2016) Hoo-Chang Shin et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Development and Validation of a Deep Learning Algorithm for Detection of Diabetic Retinopathy in Retinal Fundus Photographs

(2016) Varun Gulshan et al.   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

Errors, limitations, and pitfalls in the diagnosis of central and peripheral nervous system lesions in intraoperative cytology and frozen sections

(2016) Priyanka Chand et al.   Journal of Cytology

Supra-complete surgery via dual intraoperative visualization approach (DiVA) prolongs patient survival in glioblastoma

(2016) Ilker Y. Eyüpoglu et al.   Oncotarget

Differentiation of Glioblastoma from Brain Metastasis: Qualitative and Quantitative Analysis Using Arterial Spin Labeling MR Imaging

(2016) Leonard Sunwoo et al.   PLoS One

Differentiation of solitary brain metastasis from glioblastoma multiforme: a predictive multiparametric approach using combined MR diffusion and perfusion

(2015) Adam Herman Bauer et al.   NEURORADIOLOGY

In Vivo Measurement of Brain Tumor Elasticity Using Intraoperative Shear Wave Elastography

(2015) D. Chauvet et al.   ULTRASCHALL IN DER MEDIZIN

From Grey Scale B-Mode to Elastosonography: Multimodal Ultrasound Imaging in Meningioma Surgery—Pictorial Essay and Literature Review

(2015) Francesco Prada et al.   Biomed Research International

Glioblastoma Multiforme versus Solitary Supratentorial Brain Metastasis: Differentiation Based on Morphology and Magnetic Resonance Signal Characteristics

(2012) M. Maurer et al.   ROFO-FORTSCHRITTE AUF DEM GEBIET DER RONTGENSTRAHLEN UND DER BILDGEBENDEN VERFAHREN

Differentiation of glioblastoma multiforme from metastatic brain tumor using proton magnetic resonance spectroscopy, diffusion and perfusion metrics at 3 T

(2012) Ioannis Tsougos et al.   CANCER IMAGING

Comparison of contrast in brightness mode and strain ultrasonography of glial brain tumours

(2012) Tormod Selbekk et al.   BMC MEDICAL IMAGING

Quality of life in patients with intracranial gliomas: the impact of modern image-guided surgery

(2011) Asgeir S. Jakola et al.   JOURNAL OF NEUROSURGERY

Epidemiology of Brain Metastases

(2011) Lakshmi Nayak et al.   Current Oncology Reports

Diffusion tensor imaging discriminates between glioblastoma and cerebral metastases in vivo

(2010) Tiernan J. D. Byrnes et al.   NMR IN BIOMEDICINE