Psoriasis

Psoriasis

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

2,970 articles

Dermatology Subcategories: Atopy Psoriasis

Showing 547-567 of 2,970 articles

Photometric Stereo using Gaussian Splatting and inverse rendering

Recent state-of-the-art algorithms in photometric stereo rely on neural networks and operate eithe...

Jul 2025 http://arxiv.org/abs/2507.06684v1

Fredholm Neural Networks for forward and inverse problems in elliptic PDEs

Building on our previous work introducing Fredholm Neural Networks (Fredholm NNs/ FNNs) for solvin...

Jul 2025 http://arxiv.org/abs/2507.06038v2

JAX-MPM: A Learning-Augmented Differentiable Meshfree Framework for GPU-Accelerated Lagrangian Simulation and Geophysical Inverse Modeling

Differentiable programming that enables automatic differentiation through simulation pipelines has...

Jul 2025 http://arxiv.org/abs/2507.04192v1

DNF-Intrinsic: Deterministic Noise-Free Diffusion for Indoor Inverse Rendering

Recent methods have shown that pre-trained diffusion models can be fine-tuned to enable generative...

Jul 2025 http://arxiv.org/abs/2507.03924v1

Inverse Synthetic Aperture Fourier Ptychography

Fourier ptychography (FP) is a powerful light-based synthetic aperture imaging technique that allo...

Jul 2025 http://arxiv.org/abs/2507.03733v1

Multimaterial Metamaterial Inverse Design via Machine Learning for Tailorable and Reusable Energy Absorption.

The demand for precisely tailorable mechanical parameters of energy-absorbing structures is emerging...

Jul 2025 40522987

Physics-Aware Style Transfer for Adaptive Holographic Reconstruction

Inline holographic imaging presents an ill-posed inverse problem of reconstructing objects' comple...

Jul 2025 http://arxiv.org/abs/2507.00482v1

Spectrum prediction and inverse design of metasurfaces via transfer learning based on material similarity.

Spectrum prediction and inverse design of metasurfaces based on deep learning have been a hot resear...

Jul 2025 40591274

Generating Inverse Feature Space for Class Imbalance in Point Cloud Semantic Segmentation.

Point cloud semantic segmentation can enhance the understanding of the production environment and is...

Jul 2025 40106253

Multi-machine learning methods for rapid and synergistic inversion of groundwater contamination source, hydrogeologic parameter and boundary condition.

The application of machine learning methods to the groundwater pollution inversion problem has becom...

Jul 2025 40344866

Clinical Utility Findings of a Transcriptomic Psoriasis Biologic Test Demonstrate Altered Physician Prescribing Behavior and Improved Patient Outcomes.

INTRODUCTION: This randomized, prospective study (MATCH) was designed to assess the clinical utility...

Jul 2025 40349264

IR3D-Bench: Evaluating Vision-Language Model Scene Understanding as Agentic Inverse Rendering

Vision-language models (VLMs) excel at descriptive tasks, but whether they truly understand scenes...

Jun 2025 http://arxiv.org/abs/2506.23329v1

Physics informed guided diffusion for accelerated multi-parametric MRI reconstruction

We introduce MRF-DiPh, a novel physics informed denoising diffusion approach for multiparametric t...

Jun 2025 http://arxiv.org/abs/2506.23311v1

SPI-BoTER: Error Compensation for Industrial Robots via Sparse Attention Masking and Hybrid Loss with Spatial-Physical Information

The widespread application of industrial robots in fields such as cutting and welding has imposed ...

Jun 2025 http://arxiv.org/abs/2506.22788v1

GRASP-PsONet: Gradient-based Removal of Spurious Patterns for PsOriasis Severity Classification

Psoriasis (PsO) severity scoring is important for clinical trials but is hindered by inter-rater v...

Jun 2025 http://arxiv.org/abs/2506.21883v1

Inverse Design of Diffractive Metasurfaces Using Diffusion Models

Metasurfaces are ultra-thin optical elements composed of engineered sub-wavelength structures that...

Jun 2025 http://arxiv.org/abs/2506.21748v1

Generalizable Neural Electromagnetic Inverse Scattering

Solving Electromagnetic Inverse Scattering Problems (EISP) is fundamental in applications such as ...

Jun 2025 http://arxiv.org/abs/2506.21349v2

Inverse Scene Text Removal

Scene text removal (STR) aims to erase textual elements from images. It was originally intended fo...

Jun 2025 http://arxiv.org/abs/2506.21002v1

Unsupervised Imaging Inverse Problems with Diffusion Distribution Matching

This work addresses image restoration tasks through the lens of inverse problems using unpaired da...

Jun 2025 http://arxiv.org/abs/2506.14605v1

GAMORA: A Gesture Articulated Meta Operative Robotic Arm for Hazardous Material Handling in Containment-Level Environments

The convergence of robotics and virtual reality (VR) has enabled safer and more efficient workflow...

Jun 2025 http://arxiv.org/abs/2506.14513v1

Exploiting the Exact Denoising Posterior Score in Training-Free Guidance of Diffusion Models

The success of diffusion models has driven interest in performing conditional sampling via trainin...

Jun 2025 http://arxiv.org/abs/2506.13614v1

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