Deep Learning-Based Framework for In Vivo Identification of Glioblastoma Tumor using Hyperspectral Images of Human Brain

Spatio-spectral classification of hyperspectral images for brain cancer detection during surgical operations

(2018) Himar Fabelo et al.   PLoS One

An Intraoperative Visualization System Using Hyperspectral Imaging to Aid in Brain Tumor Delineation

(2018) Himar Fabelo et al.   SENSORS

Automatic selection of molecular descriptors using random forest: Application to drug discovery

(2017) Gaspar Cano et al.   EXPERT SYSTEMS WITH APPLICATIONS

Deep convolutional neural networks for classifying head and neck cancer using hyperspectral imaging

(2017) Martin Halicek et al.   JOURNAL OF BIOMEDICAL OPTICS

Label-free reflectance hyperspectral imaging for tumor margin assessment: a pilot study on surgical specimens of cancer patients

(2017) Baowei Fei et al.   JOURNAL OF BIOMEDICAL OPTICS

Detection and delineation of squamous neoplasia with hyperspectral imaging in a mouse model of tongue carcinogenesis

(2017) Guolan Lu et al.   Journal of Biophotonics

Brain shift in neuronavigation of brain tumors: A review

(2017) Ian J. Gerard et al.   MEDICAL IMAGE ANALYSIS

Cancer statistics, 2016

(2016) Rebecca L. Siegel et al.   CA-A CANCER JOURNAL FOR CLINICIANS

A Minimum Spanning Forest-Based Method for Noninvasive Cancer Detection With Hyperspectral Imaging

(2016) Robert Pike et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Quantitative assessment of hemodynamic and structural characteristics of in vivo brain tissue using total diffuse reflectance spectrum measured in a non-contact fashion

(2016) Yinchen Song et al.   Biomedical Optics Express

Discrimination between Oral Cancer and Healthy Tissue Based on Water Content Determined by Raman Spectroscopy

(2015) E. M. Barroso et al.   ANALYTICAL CHEMISTRY

Framework for hyperspectral image processing and quantification for cancer detection during animal tumor surgery

(2015) Guolan Lu et al.   JOURNAL OF BIOMEDICAL OPTICS

Spectral-spatial classification for noninvasive cancer detection using hyperspectral imaging

(2014) Guolan Lu et al.   JOURNAL OF BIOMEDICAL OPTICS

Medical hyperspectral imaging: a review

(2014) Guolan Lu et al.   JOURNAL OF BIOMEDICAL OPTICS

Raman molecular imaging of brain frozen tissue sections

(2014) Rachel E. Kast et al.   JOURNAL OF NEURO-ONCOLOGY

A Review of Remote Sensing Image Classification Techniques: the Role of Spatio-contextual Information

(2014) Miao Li et al.   European Journal of Remote Sensing

Hyperspectral Imaging in the Medical Field: Present and Future

(2013) Mihaela Antonina Calin et al.   APPLIED SPECTROSCOPY REVIEWS

Advanced applications of hyperspectral imaging technology for food quality and safety analysis and assessment: A review — Part I: Fundamentals

(2013) Di Wu et al.   Innovative Food Science & Emerging Technologies

Review of spectral imaging technology in biomedical engineering: achievements and challenges

(2013) Qingli Li et al.   JOURNAL OF BIOMEDICAL OPTICS

The incidence and significance of multiple lesions in glioblastoma

(2013) Reena P. Thomas et al.   JOURNAL OF NEURO-ONCOLOGY

Application of Hyperspectral Imaging in Food Safety Inspection and Control: A Review

(2012) Yao-Ze Feng et al.   CRITICAL REVIEWS IN FOOD SCIENCE AND NUTRITION

Hyperspectral imaging and quantitative analysis for prostate cancer detection

(2012) Hamed Akbari et al.   JOURNAL OF BIOMEDICAL OPTICS

Failure pattern following complete resection plus radiotherapy and temozolomide is at the resection margin in patients with glioblastoma

(2012) Kevin Petrecca et al.   JOURNAL OF NEURO-ONCOLOGY

Advances in Spectral-Spatial Classification of Hyperspectral Images

(2012) M. Fauvel et al.   PROCEEDINGS OF THE IEEE

Genetics of adult glioma

(2012) McKinsey L. Goodenberger et al.   Cancer Genetics

LIBSVM

(2012) Chih-Chung Chang et al.   ACM Transactions on Intelligent Systems and Technology

Recent Advances and Applications of Hyperspectral Imaging for Fruit and Vegetable Quality Assessment

(2011) D. Lorente et al.   Food and Bioprocess Technology

An extent of resection threshold for newly diagnosed glioblastomas

(2011) Nader Sanai et al.   JOURNAL OF NEUROSURGERY

Exciting New Advances in Neuro-Oncology: The Avenue to a Cure for Malignant Glioma

(2010) E. G. Van Meir et al.   CA-A CANCER JOURNAL FOR CLINICIANS

Comparison of 18F-FET PET and 5-ALA fluorescence in cerebral gliomas

(2010) Frank Willi Floeth et al.   EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING

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

(2010) Hamed Akbari et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

An introduction to hyperspectral imaging and its application for security, surveillance and target acquisition

(2010) P WT Yuen et al.   IMAGING SCIENCE JOURNAL

Assessing hemoglobin concentration using spectroscopic optical coherence tomography for feasibility of tissue diagnostics

(2010) Francisco E. Robles et al.   Biomedical Optics Express

Understanding and using sensitivity, specificity and predictive values

(2009) Rajul Parikh et al.   INDIAN JOURNAL OF OPHTHALMOLOGY

Near-infrared chemical imaging (NIR-CI) for counterfeit drug identification—A four-stage concept with a novel approach of data processing (Linear Image Signature)

(2009) T. Puchert et al.   JOURNAL OF PHARMACEUTICAL AND BIOMEDICAL ANALYSIS

Operative techniques for gliomas and the value of extent of resection

(2009) Nader Sanai et al.   Neurotherapeutics

Role of Extent of Resection in the Long-Term Outcome of Low-Grade Hemispheric Gliomas

(2008) Justin S. Smith et al.   JOURNAL OF CLINICAL ONCOLOGY

GLIOMA EXTENT OF RESECTION AND ITS IMPACT ON PATIENT OUTCOME

(2008) Nader Sanai et al.   NEUROSURGERY