Automated Extraction of Skin Wound Healing Biomarkers From In Vivo Label‐Free Multiphoton Microscopy Using Convolutional Neural Networks

Evaluation of cell metabolic adaptation in wound and tumour by Fluorescence Lifetime Imaging Microscopy

(2020) Diego Morone et al.   Scientific Reports

Label-free Quantification of Pharmacokinetics in Skin with Stimulated Raman Scattering Microscopy and Deep Learning

(2020) Amin Feizpour et al.   JOURNAL OF INVESTIGATIVE DERMATOLOGY

Virtual histological staining of unlabelled tissue-autofluorescence images via deep learning

(2019) Yair Rivenson et al.   Nature Biomedical Engineering

Characterizing differences in the collagen fiber organization of skin wounds using quantitative polarized light imaging

(2019) Alan E. Woessner et al.   WOUND REPAIR AND REGENERATION

Quantifying Age-Related Changes in Skin Wound Metabolism Using In Vivo Multiphoton Microscopy

(2019) Jake D. Jones et al.   Advances in Wound Care

Utilizing Machine Learning for Image Quality Assessment for Reflectance Confocal Microscopy

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

Evaluating Cell Metabolism Through Autofluorescence Imaging of NAD(P)H and FAD

(2018) Olivia I. Kolenc et al.   ANTIOXIDANTS & REDOX SIGNALING

Mapping metabolic changes by noninvasive, multiparametric, high-resolution imaging using endogenous contrast

(2018) Zhiyi Liu et al.   Science Advances

ReLayNet: retinal layer and fluid segmentation of macular optical coherence tomography using fully convolutional networks

(2017) Abhijit Guha Roy et al.   Biomedical Optics Express

Multicolor two-photon imaging of endogenous fluorophores in living tissues by wavelength mixing

(2017) Chiara Stringari et al.   Scientific Reports

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

Diabetic Wounds Exhibit Distinct Microstructural and Metabolic Heterogeneity through Label-Free Multiphoton Microscopy

(2016) Kyle P. Quinn et al.   JOURNAL OF INVESTIGATIVE DERMATOLOGY

Autofluorescence multiphoton microscopy for visualization of tissue morphology and cellular dynamics in murine and human airways

(2016) Sarah Kretschmer et al.   LABORATORY INVESTIGATION

Optical redox ratio identifies metastatic potential-dependent changes in breast cancer cell metabolism

(2016) Kinan Alhallak et al.   Biomedical Optics Express

Chronic Wound Repair and Healing in Older Adults: Current Status and Future Research

(2015) Lisa Gould et al.   JOURNAL OF THE AMERICAN GERIATRICS SOCIETY

Endogenous Two-Photon Fluorescence Imaging Elucidates Metabolic Changes Related to Enhanced Glycolysis and Glutamine Consumption in Precancerous Epithelial Tissues

(2014) A. Varone et al.   CANCER RESEARCH

Wound repair and regeneration: Mechanisms, signaling, and translation

(2014) S. A. Eming et al.   Science Translational Medicine

In Vivo Multiphoton NADH Fluorescence Reveals Depth-Dependent Keratinocyte Metabolism in Human Skin

(2013) Mihaela Balu et al.   BIOPHYSICAL JOURNAL

In vivowound healing diagnosis with second harmonic and fluorescence lifetime imaging

(2013) Gitanjal Deka et al.   JOURNAL OF BIOMEDICAL OPTICS

Optical Imaging Using Endogenous Contrast to Assess Metabolic State

(2012) Irene Georgakoudi et al.   Annual Review of Biomedical Engineering

Characterization of metabolic changes associated with the functional development of 3D engineered tissues by non-invasive, dynamic measurement of individual cell redox ratios

(2012) Kyle P. Quinn et al.   BIOMATERIALS

Second harmonic generation microscopy for quantitative analysis of collagen fibrillar structure

(2012) Xiyi Chen et al.   Nature Protocols

Skin: Histology and Physiology of Wound Healing

(2011) Eric A. Gantwerker et al.   CLINICS IN PLASTIC SURGERY

Systematic review of economic evaluations of human cell-derived wound care products for the treatment of venous leg and diabetic foot ulcers

(2009) Astrid Langer et al.   BMC HEALTH SERVICES RESEARCH

Human skin wounds: A major and snowballing threat to public health and the economy

(2009) Chandan K. Sen et al.   WOUND REPAIR AND REGENERATION