Non-Invasive Skin Cancer Diagnosis Using Hyperspectral Imaging for In-Situ Clinical Support

Hyperparameters and tuning strategies for random forest

(2019) Philipp Probst et al.   Wiley Interdisciplinary Reviews-Data Mining and Knowledge Discovery

In-Vivo and Ex-Vivo Tissue Analysis through Hyperspectral Imaging Techniques: Revealing the Invisible Features of Cancer

(2019) Martin Halicek et al.   Cancers

ROC and AUC with a Binary Predictor: a Potentially Misleading Metric

(2019) John Muschelli   JOURNAL OF CLASSIFICATION

Most Relevant Spectral Bands Identification for Brain Cancer Detection Using Hyperspectral Imaging

(2019) Beatriz Martinez et al.   SENSORS

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

Detecting brain tumor in pathological slides using hyperspectral imaging

(2018) Samuel Ortega et al.   Biomedical Optics Express

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

Diagnostic performance of the MelaFind device in a real-life clinical setting

(2017) Christine Fink et al.   JOURNAL DER DEUTSCHEN DERMATOLOGISCHEN GESELLSCHAFT

Optical detection and monitoring of pigmented skin lesions

(2017) J. J. Stamnes et al.   Biomedical Optics Express

Comparison of support vector machine, random forest and neural network classifiers for tree species classification on airborne hyperspectral APEX images

(2017) Edwin Raczko et al.   European Journal of Remote Sensing

Classification of malignant melanoma and benign skin lesions: implementation of automatic ABCD rule

(2016) Reda Kasmi et al.   IET Image Processing

Paired comparison of the sensitivity and specificity of multispectral digital skin lesion analysis and reflectance confocal microscopy in the detection of melanoma in vivo: A cross-sectional study

(2016) Eunice Song et al.   JOURNAL OF THE AMERICAN ACADEMY OF DERMATOLOGY

Airblast prediction through a hybrid genetic algorithm-ANN model

(2016) Danial Jahed Armaghani et al.   NEURAL COMPUTING & APPLICATIONS

Early detection of melanoma: Reviewing the ABCDEs

(2015) Hensin Tsao et al.   JOURNAL OF THE AMERICAN ACADEMY OF DERMATOLOGY

Medical hyperspectral imaging: a review

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

Modification of a melanoma discrimination index derived from hyperspectral data: a clinical trial conducted in 2 centers between March 2011 and December 2013

(2014) T. Nagaoka et al.   SKIN RESEARCH AND TECHNOLOGY

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

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

Hyperspectroscopic screening of melanoma on acral volar skin

(2012) Takashi Nagaoka et al.   SKIN RESEARCH AND TECHNOLOGY

LIBSVM

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

A possible melanoma discrimination index based on hyperspectral data: a pilot study

(2011) Takashi Nagaoka et al.   SKIN RESEARCH AND TECHNOLOGY

The Performance of MelaFind

(2010) Gary Monheit et al.   ARCHIVES OF DERMATOLOGY

Non-melanoma skin cancer

(2010) Vishal Madan et al.   LANCET