Dermatology

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

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Subcategories: Atopy Psoriasis
Showing 2332-2352 of 4,172 articles
Machine learning based differential diagnosis of SAPHO syndrome and secondary bone tumors using whole body bone scintigraphy.

SAPHO syndrome is an inflammatory disorder with bone and cutaneous manifestations, for which whole-b...

May 2025 40437231
Integrating SEResNet101 and SE-VGG19 for advanced cervical lesion detection: a step forward in precision oncology.

BACKGROUND: Cervical cancer remains a significant global health issue, with accurate differentiation...

(1)
May 2025 40437403
Differentiation of canine and feline neoplasms using multi-modal imaging and machine learning.

Canine/feline (sub-)cutaneous tumors, which include lipomas, mastocytomas and soft tissue sarcomas, ...

May 2025 40425716
A Smart Healthcare System for Monkeypox Skin Lesion Detection and Tracking

Monkeypox is a viral disease characterized by distinctive skin lesions and has been reported in ma...

How We Won the ISLES'24 Challenge by Preprocessing

Stroke is among the top three causes of death worldwide, and accurate identification of stroke les...

(1)
VLM Models and Automated Grading of Atopic Dermatitis

The task of grading atopic dermatitis (or AD, a form of eczema) from patient images is difficult e...

Uncertainty quantification for deep learning-based metastatic lesion segmentation on whole body PET/CT.

Deep learning models are increasingly being implemented for automated medical image analysis to info...

(2)
May 2025 40378868
Fusion of Foundation and Vision Transformer Model Features for Dermatoscopic Image Classification

Accurate classification of skin lesions from dermatoscopic images is essential for diagnosis and t...

A Shape-Aware Total Body Photography System for In-focus Surface Coverage Optimization

Total Body Photography (TBP) is becoming a useful screening tool for patients at high risk for ski...

Diagnostic tools and methods for dermatological assessment.

Advanced clinical practitioners (ACPs) play an essential role in dermatological care but often encou...

May 2025 40396952
Domain Adaptive Skin Lesion Classification via Conformal Ensemble of Vision Transformers

Exploring the trustworthiness of deep learning models is crucial, especially in critical domains s...

Dermatologist-like explainable AI enhances melanoma diagnosis accuracy: eye-tracking study.

Artificial intelligence (AI) systems substantially improve dermatologists' diagnostic accuracy for m...

May 2025 40399272
Predicting Neo-Adjuvant Chemotherapy Response in Triple-Negative Breast Cancer Using Pre-Treatment Histopathologic Images

Triple-negative breast cancer (TNBC) is an aggressive subtype defined by the lack of estrogen rece...

(1)
Patient research priorities in melanoma: a national qualitative interview study.

BACKGROUND: Outcomes for advanced melanoma have improved following the advent of immunotherapy and t...

May 2025 40036376
Exploring Differential Diagnosis-Based Explainable AI: A Case Study in Melanoma Detection.

Melanoma is a significant global health concern, with rising incidence rates and high mortality when...

May 2025 40380499
Controlled Intervention Study on Effects of an AI-Based App to Support Wound Care: First Results.

The KIADEKU project combines datascience and the clinical expertise of wound experts to develop and ...

May 2025 40380711
Towards Skin Cancer Detection Through Low Resolution Images.

Currently, dermatologists need to check numerous image reports (high resolution) for diagnosing skin...

May 2025 40380745
Artificial intelligence-enabled precision medicine for inflammatory skin diseases

Recent advances in artificial intelligence (AI) and multimodal data collection are revolutionizing...

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