Artificial Intelligence-Based Approaches to Reflectance Confocal Microscopy Image Analysis in Dermatology

Artificial intelligence in dermatopathology: diagnosis, education, and research

(2021) Amy Wells et al.   JOURNAL OF CUTANEOUS PATHOLOGY

A Clinical Perspective on the Automated Analysis of Reflectance Confocal Microscopy in Dermatology

(2021) Joseph N. Mehrabi et al.   LASERS IN SURGERY AND MEDICINE

Preoperative Evaluation through Dermoscopy and Reflectance Confocal Microscopy of the Lateral Excision Margins for Primary Basal Cell Carcinoma

(2021) Mihai Lupu et al.   Diagnostics

Deep Learning for Dermatologists: Part II. Current Applications

(2020) Pranav Puri et al.   JOURNAL OF THE AMERICAN ACADEMY OF DERMATOLOGY

Nonlinear optical microscopy is a novel tool for the analysis of cutaneous alterations in pseudoxanthoma elasticum

(2020) Norbert Kiss et al.   LASERS IN MEDICAL SCIENCE

Skin Lesion Segmentation from Dermoscopic Images Using Convolutional Neural Network

(2020) Kashan Zafar et al.   SENSORS

Clinical validation of a computer‐based approach for the quantification of the skin ageing process of women using in vivo confocal microscopy

(2020) J. Robic et al.   JOURNAL OF THE EUROPEAN ACADEMY OF DERMATOLOGY AND VENEREOLOGY

In Vivo Reflectance Confocal Microscopy-Diagnostic Criteria for Actinic Cheilitis and Squamous Cell Carcinoma of the Lip

(2020) Mihai Lupu et al.   Journal of Clinical Medicine

Artificial Intelligence and Its Effect on Dermatologists’ Accuracy in Dermoscopic Melanoma Image Classification: Web-Based Survey Study

(2020) Roman C Maron et al.   JOURNAL OF MEDICAL INTERNET RESEARCH

Diagnosis of congenital pigmented macules in infants with reflectance confocal microscopy and machine learning

(2020) Anouk Soenen et al.   JOURNAL OF THE AMERICAN ACADEMY OF DERMATOLOGY

Segmentation of Cellular Patterns in Confocal Images of Melanocytic Lesions in vivo via a Multiscale Encoder-Decoder Network (MED-Net)

(2020) Kivanc Kose et al.   MEDICAL IMAGE ANALYSIS

Recognition of Cutaneous Melanoma on Digitized Histopathological Slides via Artificial Intelligence Algorithm

(2020) Francesco De Logu et al.   Frontiers in Oncology

Artificial intelligence-based image classification methods for diagnosis of skin cancer: Challenges and opportunities

(2020) Manu Goyal et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Current and future applications of confocal laser scanning microscopy imaging in skin oncology (Review)

(2019) Mihaela Ilie et al.   Oncology Letters

A convolutional neural network trained with dermoscopic images performed on par with 145 dermatologists in a clinical melanoma image classification task

(2019) Titus J. Brinker et al.   EUROPEAN JOURNAL OF CANCER

A Retrospective Study of the Diagnostic Accuracy of In Vivo Reflectance Confocal Microscopy for Basal Cell Carcinoma Diagnosis and Subtyping

(2019) Mihai Lupu et al.   Journal of Clinical Medicine

Tubular apocrine adenoma: dermoscopic and in vivo reflectance confocal microscopic aspects

(2019) Mihai Lupu et al.   INTERNATIONAL JOURNAL OF DERMATOLOGY

Association Between Surgical Skin Markings in Dermoscopic Images and Diagnostic Performance of a Deep Learning Convolutional Neural Network for Melanoma Recognition

(2019) Julia K. Winkler et al.   JAMA Dermatology

A Systematic Review and Meta-Analysis of the Accuracy of in VivoReflectance Confocal Microscopy for the Diagnosis of Primary Basal Cell Carcinoma

(2019) Lupu et al.   Journal of Clinical Medicine

Utilizing Machine Learning for Image Quality Assessment for Reflectance Confocal Microscopy

(2019) Kivanc Kose et al.   JOURNAL OF INVESTIGATIVE DERMATOLOGY

Man against machine: diagnostic performance of a deep learning convolutional neural network for dermoscopic melanoma recognition in comparison to 58 dermatologists

(2018) H A Haenssle et al.   ANNALS OF ONCOLOGY

Advances in the diagnosis of pigmented skin lesions

(2018) P. Tschandl et al.   BRITISH JOURNAL OF DERMATOLOGY

Acral melanoma detection using a convolutional neural network for dermoscopy images

(2018) Chanki Yu et al.   PLoS One

Role of modern imaging techniques for the in vivo diagnosis of lichen planus (Review)

(2018) Simona Ianoși et al.   Experimental and Therapeutic Medicine

Fully Convolutional Networks for Semantic Segmentation

(2017) Evan Shelhamer et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Wavelet-based statistical classification of skin images acquired with reflectance confocal microscopy

(2017) Abdelghafour Halimi et al.   Biomedical Optics Express

Automated Delineation of Dermal–Epidermal Junction in Reflectance Confocal Microscopy Image Stacks of Human Skin

(2015) Sila Kurugol et al.   JOURNAL OF INVESTIGATIVE DERMATOLOGY

In Vivo Multiphoton Microscopy of Basal Cell Carcinoma

(2015) Mihaela Balu et al.   JAMA Dermatology

Quantitative analysis of in vivo confocal microscopy images: A review

(2013) Dipika V. Patel et al.   SURVEY OF OPHTHALMOLOGY

High-definition optical coherence tomography enables visualization of individual cells in healthy skin: comparison to reflectance confocal microscopy

(2012) Marc Boone et al.   EXPERIMENTAL DERMATOLOGY

In Vivo Confocal Microscopy for Diagnosis of Melanoma and Basal Cell Carcinoma Using a Two-Step Method: Analysis of 710 Consecutive Clinically Equivocal Cases

(2012) Pascale Guitera et al.   JOURNAL OF INVESTIGATIVE DERMATOLOGY

Pilot study of semiautomated localization of the dermal/epidermal junction in reflectance confocal microscopy images of skin

(2011) Sila Kurugol et al.   JOURNAL OF BIOMEDICAL OPTICS

In vivo reflectance confocal microscopy: automated diagnostic image analysis of melanocytic skin tumours

(2010) S Koller et al.   JOURNAL OF THE EUROPEAN ACADEMY OF DERMATOLOGY AND VENEREOLOGY

Multiphoton microscopy in dermatological imaging

(2009) Tsung-Hua Tsai et al.   JOURNAL OF DERMATOLOGICAL SCIENCE

Reflectance Confocal Microscopy forIn VivoSkin Imaging†

(2008) Piergiacomo Calzavara-Pinton et al.   PHOTOCHEMISTRY AND PHOTOBIOLOGY

Diagnostic image analysis of malignant melanoma inin vivoconfocal laser-scanning microscopy: a preliminary study

(2008) Armin Gerger et al.   SKIN RESEARCH AND TECHNOLOGY