Dermatology

Latest AI and machine learning research in dermatology for healthcare professionals.

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Subcategories: Atopy Psoriasis
Showing 694-714 of 4,159 articles
Automated Melanocytic Lesion Classification: Capsule Networks Trained With Synthetic Images Can Outperform Networks Trained With Real Images.

BACKGROUND/OBJECTIVES: Convolutional neural networks (CNNs) are known, due to inherent flaws in thei...

Feb 2026 41736182
Breaking resistance in BRAF-mutant Melanoma: Novel strategies and biomarkers for optimizing targeted therapies.

In metastatic melanoma with a BRAFV600 mutation, inhibitors of BRAF and MEK have improved survival. ...

Feb 2026 41740779
Comparison of respiratory-gated and breath‑hold accelerated T2-weighted sequences for liver MRI with deep learning reconstruction.

BACKGROUND: T2-weighted imaging (T2WI) of the liver suffers from prolonged scan times and respirator...

Feb 2026 41729404
Immunotherapy in Triple-Negative Breast Cancer: From Molecular Mechanisms to Precision Medicine-Overcoming Resistance and Optimizing Clinical Outcomes.

Triple-negative breast cancer (TNBC) is the most violent type of breast cancer, in which estrogen re...

Feb 2026 41724338
Standardizing case definitions for hoof lesions and lameness: A scoping review to improve machine learning applications in dairy cattle.

Lameness in dairy cattle, primarily caused by hoof lesions, remains a widespread issue in North Amer...

Feb 2026 41724468
Engineered Living Systems With Self-Organizing Neural Networks: From Anatomy to Behavior and Gene Expression.

A great deal is known about the formation and architecture of biological neural networks in animal m...

Feb 2026 41717829
Vision transformer-based diagnosis of psoriasis and eczema in whole-slide histology.

Psoriasis and eczema are chronic inflammatory skin diseases with overlapping histopathological featu...

Feb 2026 41714431
Skin deep: dermatologic challenges in PCOS through the female lifespan.

INTRODUCTION: Polycystic ovary syndrome (PCOS) is a lifelong endocrine-metabolic condition with prom...

(1)
Feb 2026 41715888
Dual-Parallel Artificial Intelligence Framework for Breast Cancer Grading via High-Intensity Ultrasound and Biomarkers.

BACKGROUND: Accurate and noninvasive breast cancer grading and therapy monitoring remain critical ch...

Feb 2026 41027412
Novel Systemic Associations of Idiopathic Epiretinal Membrane Identified via Machine Learning.

PURPOSE: To discover novel systemic associations that may lead to idiopathic epiretinal membrane (iE...

(2)
Feb 2026 41908500
Multiharmonic imaging-based automated recognition of cutaneous T-cell lymphoma.

BACKGROUND: Cutaneous T-cell lymphomas (CTCLs) are a heterogeneous group of non-Hodgkin lymphomas, w...

(2)
Feb 2026 40906883
Three dimensional total body photography identifies cutaneous phenotypes associated with late-onset invasive melanoma risk.

BACKGROUND: High naevus counts and ultraviolet photodamage are strong risk factors for melanoma. How...

Feb 2026 41183492
Optimization and External Validation of a Deep Learning Model for Segmentation and Quantification of Traumatic Brain Injury Lesions on Head Computed Tomography.

Current methods for radiological classification in traumatic brain injury (TBI), such as the Marshal...

(2)
Feb 2026 41705651
Lesion-level dual-tracer PET biomarkers predict prognosis in multiple myeloma treated with CXCR4-directed radiopharmaceutical therapy.

BACKGROUND: C-X-C motif chemokine receptor 4 (CXCR4)-directed radiopharmaceutical therapy (RPT) repr...

(3)
Feb 2026 41706122
Adaptive example selection for prototype based explainable mitosis detection in digital pathology.

Understanding the decision-making process of black-box neural networks is crucial for safe use of AI...

Feb 2026 41708713
Artificial intelligence-based smartphone application for skin cancer detection: A prospective diagnostic accuracy study.

BACKGROUND: Smartphone applications that use artificial intelligence (AI) for skin cancer diagnosis ...

Feb 2026 41701029
Identification of clinical phenotypes and disease trajectories in SLE using AI through a natural language processing framework.

OBJECTIVES: Electronic Health Records (EHRs) contain a wealth of unstructured patient data that can ...

Feb 2026 41701167
CanSig Benchmarks Methods for Reproducible Cancer Cell State Discovery from Single-Cell Transcriptomic Data.

UNLABELLED: Single-cell RNA sequencing facilitates the discovery of gene expression signatures that ...

Feb 2026 41231245
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