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Medical Education

Latest AI and machine learning research in medical education for healthcare professionals.

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Optimizing NEURON Simulation Environment Using Remote Memory Access with Recursive Doubling on Distributed Memory Systems.

Increase in complexity of neuronal network models escalated the efforts to make NEURON simulation en...

Jun 2016 27413363
SpikingLab: modelling agents controlled by Spiking Neural Networks in Netlogo.

The scientific interest attracted by Spiking Neural Networks (SNN) has lead to the development of to...

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Jun 2016 29213189
A Heuristic Force Model for Haptic Simulation of Nasogastric Tube Insertion Using Fuzzy Logic.

Nasogastric tube (NGT) placement is an essential clinical skill. The training is conventionally perf...

Apr 2016 27071195
Implementing a robotics curriculum at an academic general surgery training program: our initial experience.

The robotic surgical platform is being utilized by a growing number of hospitals across the country,...

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Mar 2016 26994774
An extreme learning machine model for the simulation of monthly mean streamflow water level in eastern Queensland.

A predictive model for streamflow has practical implications for understanding the drought hydrology...

Jan 2016 26780409
Fit-for-purpose chromatographic method for the determination of amikacin in human plasma for the dosage control of patients.

In this paper, a simple, rapid and sensitive method based on liquid chromatography with fluorimetric...

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Dec 2015 26838437
Machine-Learning-Based Analysis in Genome-Edited Cells Reveals the Efficiency of Clathrin-Mediated Endocytosis.

Cells internalize various molecules through clathrin-mediated endocytosis (CME). Previous live-cell ...

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Sep 2015 26387943
Simulation Experiment Description Markup Language (SED-ML) Level 1 Version 2.

The number, size and complexity of computational models of biological systems are growing at an ever...

Sep 2015 26528560
Development of a standardised training curriculum for robotic surgery: a consensus statement from an international multidisciplinary group of experts.

OBJECTIVES: To explore the views of experts about the development and validation of a robotic surger...

Mar 2015 25359658
Event-triggered asynchronous intermittent communication strategy for synchronization in complex dynamical networks.

This paper presents a new framework for synchronization of complex network by introducing a mechanis...

Feb 2015 25768889
A Spiking Neural Simulator Integrating Event-Driven and Time-Driven Computation Schemes Using Parallel CPU-GPU Co-Processing: A Case Study.

Time-driven simulation methods in traditional CPU architectures perform well and precisely when simu...

Aug 2014 25167556
Would an LLM Match into a Residency? Uncertainty, Reasoning and Image Use of Open Language Models on the Spanish MIR Examination

Accuracy on medical examinations is common evidence offered for the clinical use of language models,...

Rethinking Underwater Image Enhancement: Learning through Text-Guided Degradation Curriculum

Existing paired clean-degraded datasets have advanced learning-based underwater image enhancement, b...

Rethinking Underwater Image Enhancement: Learning through Text-Guided Degradation Curriculum

Existing paired clean-degraded datasets have advanced learning-based underwater image enhancement, b...

SimHack: Predicting the onset of detectable reward hacking before RL training

When training LLMs to code with reinforcement learning, reward hacking is often detectable but diffi...

MedBOE: Optimization-Based Estimation of Complete Patient Body Models from Whole-Body Medical Imaging

True whole-body medical imaging captures a patient from head to toe and provides comprehensive anato...

abcneuralnet: Simulation-based Inference with Bayesian Neural Networks and Explainable AI for Population Genomics Inference

Approximate Bayesian Computation (ABC) is a widely used simulation-based likelihood-free framework f...

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Can a Display Be Used for Rapid LiDAR-Camera Extrinsic Calibration?

ScreenCalib enables light detection and ranging (LiDAR)--camera extrinsic calibration using an ordin...

SceneRig: An Agentic System for Simulation-Ready 3D Scene Reconstruction from Single Images

Simulation is a powerful tool for robotics, but building diverse, simulation-ready scenes at scale r...

Hierarchical Curriculum Learning for Surgical Video Generation: Focusing on Bilateral Axillo-Breast Approach Robotic Thyroidectomy Datasets

High-fidelity surgical video generation is increasingly important for surgical education, simulation...

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