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Work Force

Latest AI and machine learning research in work force for healthcare professionals.

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Towards Physics-Faithful Generation of Scientific Diagrams

Text-to-image generation has reached photorealistic quality, yet state-of-the-art systems remain unr...

MASCOT: Model-Aware Submodular Coverage for Composite-Attribute Text-to-Image Retrieval

Vision-Language Models (VLMs) are highly effective in retrieving semantically relevant images. Howev...

RadFusion: Towards Threshold-Controllable Radiology Report Generation

Automated radiology report generation is advancing rapidly in response to the shortage of radiologis...

SI-Edit: Toward Sketch-Instruction Guided Local Image Editing with Pixel-Level Precision

Despite rapid advances in generative models, achieving pixel-level precision in sketch-based image e...

Towards Expert-level Medical AI for Real-time Video Consultations

Audio-visual interaction is the standard for patient-physician consultations, enabling natural commu...

A Physics-Flavored Transformer Network for Parametrizing Contraction Dynamics of Engineered Skeletal Muscle Tissues

Engineered Skeletal Muscle Tissues (ESMs) have become a key structure for biomedical disease modelin...

Automated classification method of COVID-19 cases from chest CT volumes using 2D and 3D hybrid CNN for anisotropic volumes

This paper proposes an automated classification method of chest CT volumes based on likelihood of CO...

Classification of COVID-19 cases from chest CT volumes using hybrid model of 3D CNN and 3D MLP-Mixer

This paper proposes an automated classification method of COVID-19 chest CT volumes using improved 3...

DualDiT: A Conditional Dual-Output Diffusion Transformer for Joint OCT Image and Segmentation Mask Generation

Background and Objective: Generating realistic medical images with anatomically accurate segmentatio...

Manifold-Constrained Noise Optimization for Diverse Diffusion Sampling

Few-step distilled diffusion models generate high-quality images quickly, but often lose per-prompt ...

GroupVideo: Multi-Identity Customized Text-to-Video Generation

Current identity customized video generation methodologies are predominantly limited to single-ident...

Neocortical astrocyte diversity stems from distinct developmental origins

Key regulators of neural network activity in multiple advanced cognitive processes and essential com...

Physics-aware Masked Diffusion-based Flood Simulation for Urban Fisheye Disaster Detection

Physical simulations that predict the behavior of urban disasters, such as climate-related flooding,...

How Do Nurses Make Clinical Decisions Via Remote Reviews: A Convergent Mixed-Methods Study

Abstract Background: Remote clinical reviews have become an integral component of contemporary nursi...

Data Safety: Synthetic Data Quality Analysis Using CIFAKE Dataset

Recently, the societal implementation of high-performance image classification models has expanded r...

A retrospective study of a Chinese vision-language large model for emergency 3D brain CT interpretation

Emergency brain computed tomography (CT) is the first line imaging modality for patients with acute ...

Improving Sample Diversity in Autoregressive Text-to-Image Generation via Cluster Truncation

While diffusion models achieve state-of-the-art image quality for text-to-image (T2I) generation, re...

Auditing Construct Overlap in Explainable Machine Learning: Evidence from Burnout-Depression Prediction Across Student Cohorts

Explainable machine learning (XML) pipelines applied to composite mental health outcomes can produce...

Rapidly evolving aphid gall effector proteins exhibit saposin-like folds

Many insects manipulate plants by injecting effector proteins. In one extreme example of this molecu...

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