Practice Management

Latest AI and machine learning research in practice management for healthcare professionals.

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Mapping the combinatorial coding between olfactory receptors and perception with deep learning

The sense of smell remains poorly understood, especially in contrast to visual and auditory coding. ...

Rethinking Low-Light Image Enhancement: A Log-Domain Intensity--Chromaticity Decoupling Perspective

Explicit reconstruction constraints derived from the decoupled representation are further imposed to...

Polysemanticity in human hippocampal neurons

To comprehend language, the brain must navigate a high-dimensional semantic landscape while seamless...

Sniffing Shapes Dopamine Signals for Reward Prediction

Adaptive behaviors depend on predicting outcomes from sensory evidence. Dopamine neurons in the vent...

Fast learning, memorization and generalization: A computational characterization of sparse to dense hippocampal-cortical codes

Classic findings from neuropsychology and animal studies established the hippocampus as a key substr...

Fidelity, Diversity, and Privacy: A Multi-Dimensional LLM Evaluation for Clinical Data Augmentation

The scarcity of high-quality annotated medical data, particularly in mental health, poses a signific...

Neural dynamics outside task-coding dimensions drive decision trajectories through transient amplification

Linking neural activity to behavior typically involves identifying activity subspaces that encode ta...

Adaptive Transform Coding for Semantic Compression

Visual data compression is shifting from human-centered reconstruction to machine-oriented represent...

GLM-5V-Turbo: Toward a Native Foundation Model for Multimodal Agents

We present GLM-5V-Turbo, a step toward native foundation models for multimodal agents. As foundation...

Benchmarking OCR Pipelines with Adaptive Enhancement for Multi-Domain Retail Bill Digitization

The digitization of multi-domain retail billing documents remains a challenging task due to variabil...

Selective Depthwise Separable Convolution for Lightweight Joint Source-Channel Coding in Wireless Image Transmission

Depthwise separable convolutional (DSConv) layers have been successfully applied to deep learning (D...

MedSafe-Dx (v0): A Safety-Focused Benchmark for Evaluating LLMs in Clinical Diagnostic Decision Support

MedSafe-Dx (v0), introduces a new safety-focused benchmark for evaluating large language models in c...

Secure Rate-Distortion-Perception: A Randomized Distributed Function Computation Approach for Realism

Fundamental rate-distortion-perception (RDP) trade-offs arise in applications requiring maintained p...

MEDICALBENCH: EVALUATING LARGE LANGUAGE MODELS TOWARDS IMPROVED MEDICAL CONCEPT EXTRACTION

Medical concept extraction from electronic health records underpins many downstream applications, ye...

Beyond Independent Frames: Latent Attention Masked Autoencoders for Multi-View Echocardiography

Echocardiography is a widely used modality for cardiac assessment due to its non-invasive and cost-e...

See, Point, Refine: Multi-Turn Approach to GUI Grounding with Visual Feedback

Computer Use Agents (CUAs) fundamentally rely on graphical user interface (GUI) grounding to transla...

K-Way Energy Probes for Metacognition Reduce to Softmax in Discriminative Predictive Coding Networks

We present this as a negative result with an explanatory mechanism, not as a formal upper bound. P...

CI-ICM: Channel Importance-driven Learned Image Coding for Machines

Traditional human vision-centric image compression methods are suboptimal for machine vision centric...

BSO-AD: An Ontology for Representing and Harmonizing Behavioral Social Knowledge in ADRD

Objective: Behavioral and social factors (BSFs) substantially influence the risk, onset, and progres...

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