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Medical Ethics / Professional Responsibility

Latest AI and machine learning research in medical ethics / professional responsibility for healthcare professionals.

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Lagrange Duality and Compound Multi-Attention Transformer for Semi-Supervised Medical Image Segmentation

Medical image segmentation, a critical application of semantic segmentation in healthcare, has see...

Precise Identification of Oral Cancer Lesions Using Artificial Intelligence.

Dentists, especially those who are not oral lesion specialists and live in rural areas, need an arti...

Aug 2024 39176572
Secure Extraction of Personal Information from EHR by Federated Machine Learning.

Secure extraction of Personally Identifiable Information (PII) from Electronic Health Records (EHRs)...

Aug 2024 39176816
A Comparative Analysis of Federated and Centralized Learning for SpO2 Prediction in Five Critical Care Databases.

This study explores the potential of federated learning (FL) to develop a predictive model of hypoxe...

Aug 2024 39176910
Unified Smooth Vector Graphics: Modeling Gradient Meshes and Curve-based Approaches Jointly as Poisson Problem

Research on smooth vector graphics is separated into two independent research threads: one on inte...

Targeted Deep Learning System Boundary Testing

Evaluating the behavioral boundaries of deep learning (DL) systems is crucial for understanding th...

One-Shot Method for Computing Generalized Winding Numbers

The generalized winding number is an essential part of the geometry processing toolkit, allowing t...

Self-Sovereign Identity for Consented and Content-Based Access to Medical Records using Blockchain

Electronic Health Records (EHRs) and Medical Data are classified as personal data in every privacy...

Using Generative AI to Translate Administrative Claims Data into Narrative Summaries for Palliative Care Needs Assessment: A Case Study.

Community-based palliative care is a useful, but underutilized service to support seriously ill olde...

Jul 2024 39049318
Multiple Object Detection and Tracking in Panoramic Videos for Cycling Safety Analysis

Panoramic cycling videos can record 360{\deg} views around the cyclists. Thus, it is essential to ...

[ARTIFICIAL INTELLIGENCE AND MEDICAL ETHICS].

Artificial intelligence has burst into our lives with great vigor in recent years. We encounter it i...

Jul 2024 39569947
Advancing Chest X-ray Diagnostics via Multi-Modal Neural Networks with Attention.

The healthcare field is undergoing a profound shift, with deep learning in AI increasingly augmentin...

Jul 2024 40040114
Privacy-Preserving Heterogeneous Federated Learning for Sensitive Healthcare Data

In the realm of healthcare where decentralized facilities are prevalent, machine learning faces tw...

A Survey on Intelligent Internet of Things: Applications, Security, Privacy, and Future Directions

The rapid advances in the Internet of Things (IoT) have promoted a revolution in communication tec...

Approximating Nonlinear Functions With Latent Boundaries in Low-Rank Excitatory-Inhibitory Spiking Networks.

Deep feedforward and recurrent neural networks have become successful functional models of the brain...

Apr 2024 38658028
[ChatGPT in clinical practice: prospects and challenges].

Virtually unknown to the greater public before November 2022, ChatGPT was made available in open acc...

Feb 2024 38353440
A Dynamic Context Encoder Network for Liver Tumor Segmentation.

BACKGROUND: Accurate segmentation of liver tumor regions in medical images is of great significance ...

Jan 2024 38874025
Shape-aware Segmentation of the Placenta in BOLD Fetal MRI Time Series.

Blood oxygen level dependent (BOLD) MRI time series with maternal hyperoxia can assess placental oxy...

Dec 2023 39469044
A New Wavelet Collocation Algorithm for Solving a Nonlinear Boundary Value Problem of the Human Corneal Shape.

The Hermite wavelet method (HWM) is introduced in this study to solve a nonlinear differential equat...

Oct 2023 37818599
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