Dermatology

Psoriasis

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

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Dermatology Subcategories: Atopy Psoriasis
Showing 484-504 of 2,970 articles
Physics-Informed Synthetic Dataset and Denoising TIE-Reconstructed Phase Maps in Transient Flows Using Deep Learning

High-speed quantitative phase imaging enables non-intrusive visualization of transient compressible ...

Generative World Renderer

Scaling generative inverse and forward rendering to real-world scenarios is bottlenecked by the limi...

SGS-Intrinsic: Semantic-Invariant Gaussian Splatting for Sparse-View Indoor Inverse Rendering

We present SGS-Intrinsic, an indoor inverse rendering framework that works well for sparse-view imag...

ICTPolarReal: A Polarized Reflection and Material Dataset of Real World Objects

Accurately modeling how real-world materials reflect light remains a core challenge in inverse rende...

Cycle Inverse-Consistent TransMorph: A Balanced Deep Learning Framework for Brain MRI Registration

Deformable image registration plays a fundamental role in medical image analysis by enabling spatial...

Statistical Learning for Latent Embedding Alignment with Application to Brain Encoding and Decoding

Brain encoding and decoding aims to understand the relationship between external stimuli and brain a...

Single-Pass Discrete Diffusion Predicts High-Affinity Peptide Binders at >1,000 Sequences per Second across 150 Receptor Targets

De novo peptide design methods traditionally couple generation to 3D structure prediction, limiting ...

Adaptive regularization parameter selection for high-dimensional inverse problems: A Bayesian approach with Tucker low-rank constraints

This paper introduces a novel variational Bayesian method that integrates Tucker decomposition for e...

InversePep: Diffusion-Driven Structure-Based Inverse Folding for Functional Peptides

Designing functional peptides with specific structural and biochemical properties is critical for ap...

A comprehensive study of time-of-flight non-line-of-sight imaging

Time-of-Flight non-line-of-sight (ToF NLOS) imaging techniques provide state-of-the-art reconstructi...

Computer Vision-Based Vehicle Allotment System using Perspective Mapping

Smart city research envisions a future in which data-driven solutions and sustainable infrastructure...

invertmeeg: A Unified Python Library and Benchmark for 112 M/EEG Inverse Solvers

Magnetoencephalography (MEG) and electroencephalography (EEG) source imaging requires solving an ill...

PDE foundation model-accelerated inverse estimation of system parameters in inertial confinement fusion

PDE foundation models are typically pretrained on large, diverse corpora of PDE datasets and can be ...

Constrained Particle Seeking: Solving Diffusion Inverse Problems with Just Forward Passes

Diffusion models have gained prominence as powerful generative tools for solving inverse problems du...

3D Field of Junctions: A Noise-Robust, Training-Free Structural Prior for Volumetric Inverse Problems

Volume denoising is a foundational problem in computational imaging, as many 3D imaging inverse prob...

Solving a Nonlinear Blind Inverse Problem for Tagged MRI with Physics and Deep Generative Priors

Tagged MRI enables tracking internal tissue motion non-invasively. It encodes motion by modulating a...

AI-Guided CRISPR Screen Accelerates Discovery of New Drug Targets

Psoriasis affects over 125 million people worldwide, yet the mechanistic understanding of keratinocy...

Proximal-IMH: Proximal Posterior Proposals for Independent Metropolis-Hastings with Approximate Operators

We consider the problem of sampling from a posterior distribution arising in Bayesian inverse proble...

Sample-efficient evidence estimation of score based priors for model selection

The choice of prior is central to solving ill-posed imaging inverse problems, making it essential to...

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