AI Medical Compendium Journal:
The Journal of investigative dermatology

Showing 31 to 37 of 37 articles

Identifying Phenotypes of Atopic Dermatitis in a Longitudinal United States Cohort Using Unbiased Statistical Clustering.

The Journal of investigative dermatology Aug 22, 2019
Diagnosis, Computer-Assisted Child, Preschool Child Infant Severity of Illness Index Registries Age of Onset Dermatitis, Atopic United States Longitudinal Studies Cluster Analysis Machine Learning Phenotype Female Infant, Newborn Male Humans
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Drug Repurposing Prediction for Immune-Mediated Cutaneous Diseases using a Word-Embedding-Based Machine Learning Approach.

The Journal of investigative dermatology Oct 17, 2018
Immune-mediated diseases affect more than 20% of the population, and many autoimmune diseases affect the skin. Drug repurposing (or repositioning) is a cost-effective approach for finding drugs that can be used to treat diseases for which they are cu...
PubMed Immune System Diseases Skin Skin Diseases Algorithms Transcriptome Cohort Studies ROC Curve Humans Computational Biology Machine Learning Drug Repositioning
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Automated Dermatological Diagnosis: Hype or Reality?

The Journal of investigative dermatology Jun 1, 2018
Humans Algorithms Skin Neoplasms Deep Learning
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Interpretation of the Outputs of a Deep Learning Model Trained with a Skin Cancer Dataset.

The Journal of investigative dermatology Jun 1, 2018
Humans Algorithms Skin Skin Neoplasms Deep Learning
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Classification of the Clinical Images for Benign and Malignant Cutaneous Tumors Using a Deep Learning Algorithm.

The Journal of investigative dermatology Feb 8, 2018
We tested the use of a deep learning algorithm to classify the clinical images of 12 skin diseases-basal cell carcinoma, squamous cell carcinoma, intraepithelial carcinoma, actinic keratosis, seborrheic keratosis, malignant melanoma, melanocytic nevu...
Image Processing, Computer-Assisted Granuloma, Pyogenic Diagnosis, Differential Keratosis, Actinic Predictive Value of Tests Lentigo Deep Learning Keratosis, Seborrheic ROC Curve Warts Datasets as Topic False Positive Reactions Aged, 80 and over Area Under Curve Photography Young Adult Biopsy Female Skin Adult Skin Neoplasms Male Humans Aged Middle Aged Software
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Deep Learning-Based Classification of Early-Stage Mycosis Fungoides and Benign Inflammatory Dermatoses on H&E-Stained Whole-Slide Images: A Retrospective, Proof-of-Concept Study.

The Journal of investigative dermatology May 1, 2025
The diagnosis of early-stage mycosis fungoides (MF) is challenging owing to shared clinical and histopathological features with benign inflammatory dermatoses. Recent evidence has shown that deep learning (DL) can assist pathologists in cancer classi...
Middle Aged Deep Learning Diagnosis, Differential Adult Male Mycosis Fungoides Proof of Concept Study Humans Dermatitis Female Retrospective Studies Neoplasm Staging Skin Neoplasms Biopsy Aged Skin
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Research Techniques Made Simple: Deep Learning for the Classification of Dermatological Images.

The Journal of investigative dermatology Mar 1, 2020
Deep learning is a branch of artificial intelligence that uses computational networks inspired by the human brain to extract patterns from raw data. Development and application of deep learning methods for image analysis, including classification, se...
Skin Diseases Deep Learning Image Processing, Computer-Assisted Skin Humans Research Design
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