Dermatology

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

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Subcategories: Atopy Psoriasis
Showing 2395-2415 of 4,172 articles
Longitudinal Assessment of Lung Lesion Burden in CT

In the U.S., lung cancer is the second major cause of death. Early detection of suspicious lung no...

Class Imbalance Correction for Improved Universal Lesion Detection and Tagging in CT

Radiologists routinely detect and size lesions in CT to stage cancer and assess tumor burden. To p...

An ensemble deep learning approach to detect tumors on Mohs micrographic surgery slides

Mohs micrographic surgery (MMS) is the gold standard technique for removing high risk nonmelanoma ...

(1)
Correcting Class Imbalances with Self-Training for Improved Universal Lesion Detection and Tagging

Universal lesion detection and tagging (ULDT) in CT studies is critical for tumor burden assessmen...

(2)
3D Universal Lesion Detection and Tagging in CT with Self-Training

Radiologists routinely perform the tedious task of lesion localization, classification, and size m...

Explaining Uncertainty in Multiple Sclerosis Lesion Segmentation Beyond Prediction Errors

Trustworthy artificial intelligence (AI) is essential in healthcare, particularly for high-stakes ...

(2)
Skin Color Measurement from Dermatoscopic Images: An Evaluation on a Synthetic Dataset

This paper presents a comprehensive evaluation of skin color measurement methods from dermatoscopi...

(3)
Multi-Granularity Vision Fastformer with Fusion Mechanism for Skin Lesion Segmentation

Background:Convolutional Neural Networks(CNN) and Vision Transformers(ViT) are the main techniques...

(1)
Lightweight Deep Models for Dermatological Disease Detection: A Study on Instance Selection and Channel Optimization

The identification of dermatological disease is an important problem in Mexico according with diff...

Artificial Intelligence-Enabled Wearable Devices and Nocturnal Scratching in Mild Atopic Dermatitis.

IMPORTANCE: Although more than 1 in 10 people experience pruritus, there are limited medical technol...

(1)
Apr 2025 39908036
Artificial Intelligence Predicts Fitzpatrick Skin Type, Pigmentation, Redness, and Wrinkle Severity From Color Photographs of the Face.

BACKGROUND: Due to high patient demand, increasing numbers of non-dermatologists are performing skin...

(1)
Apr 2025 40135957
Machine Learning Unveils Sphingolipid Metabolism's Role in Tumour Microenvironment and Immunotherapy in Lung Cancer.

TME is a core player in the development of a cancerous lesion, the immune evasive potential of the l...

(2)
Apr 2025 40159631
Predicting Targeted Therapy Resistance in Non-Small Cell Lung Cancer Using Multimodal Machine Learning

Lung cancer is the primary cause of cancer death globally, with non-small cell lung cancer (NSCLC)...

(2)
Exploring Robustness of Cortical Morphometry in the presence of white matter lesions, using Diffusion Models for Lesion Filling

Cortical thickness measurements from magnetic resonance imaging, an important biomarker in many ne...

(1)
Unpaired Translation of Chest X-ray Images for Lung Opacity Diagnosis via Adaptive Activation Masks and Cross-Domain Alignment

Chest X-ray radiographs (CXRs) play a pivotal role in diagnosing and monitoring cardiopulmonary di...

ASP-VMUNet: Atrous Shifted Parallel Vision Mamba U-Net for Skin Lesion Segmentation

Skin lesion segmentation is a critical challenge in computer vision, and it is essential to separa...

Wavelet-based Global-Local Interaction Network with Cross-Attention for Multi-View Diabetic Retinopathy Detection

Multi-view diabetic retinopathy (DR) detection has recently emerged as a promising method to addre...

Learning to segment anatomy and lesions from disparately labeled sources in brain MRI

Segmenting healthy tissue structures alongside lesions in brain Magnetic Resonance Images (MRI) re...

DermDiff: Generative Diffusion Model for Mitigating Racial Biases in Dermatology Diagnosis

Skin diseases, such as skin cancer, are a significant public health issue, and early diagnosis is ...

Fed-NDIF: A Noise-Embedded Federated Diffusion Model For Low-Count Whole-Body PET Denoising

Low-count positron emission tomography (LCPET) imaging can reduce patients' exposure to radiation ...

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