AIMC Topic: Costs and Cost Analysis

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Leveraging image complexity in macro-level neural network design for medical image segmentation.

Scientific reports Dec 24, 2022
Recent progress in encoder-decoder neural network architecture design has led to significant performance improvements in a wide range of medical image segmentation tasks. However, state-of-the-art networks for a given task may be too computationally ...
Neural Networks, Computer Image Processing, Computer-Assisted Costs and Cost Analysis
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Cost analysis of training residents in robotic-assisted surgery.

Surgical endoscopy Dec 5, 2022
INTRODUCTION: Use of robotic-assisted surgery is increasing, and resident involvement may lead to higher costs. We investigated whether senior resident involvement in noncomplex robotic cholecystectomy (RC) and inguinal hernia (RIH) would take more t...
Robotic Surgical Procedures Curriculum Humans Internship and Residency Robotics Hernia, Inguinal General Surgery Costs and Cost Analysis
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Visual SLAM: What Are the Current Trends and What to Expect?

Sensors (Basel, Switzerland) Nov 29, 2022
In recent years, Simultaneous Localization and Mapping (SLAM) systems have shown significant performance, accuracy, and efficiency gain. In this regard, Visual Simultaneous Localization and Mapping (VSLAM) methods refer to the SLAM approaches that em...
Costs and Cost Analysis Robotics Semantics Algorithms
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Ransomware detection using deep learning based unsupervised feature extraction and a cost sensitive Pareto Ensemble classifier.

Scientific reports Sep 19, 2022
Ransomware attacks pose a serious threat to Internet resources due to their far-reaching effects. It's Zero-day variants are even more hazardous, as less is known about them. In this regard, when used for ransomware attack detection, conventional mac...
Neural Networks, Computer Deep Learning Machine Learning Costs and Cost Analysis Computer Security
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[Robot-assisted Thoracic Surgery: Learning Curve and Cost Analysis in a German High-Volume Centre].

Zentralblatt fur Chirurgie Sep 15, 2022
Robot-assisted thoracic surgery (RATS) is a rapidly evolving surgical technique in Europe. The aim of the study was to analyse the learning curve and safety during the establishment of a RATS-program at a high-volume thoracic surgery centre and to qu...
Length of Stay Robotics Retrospective Studies Thoracic Surgery Learning Curve Robotic Surgical Procedures Costs and Cost Analysis Humans
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Versatile memristor for memory and neuromorphic computing.

Nanoscale horizons Feb 28, 2022
The memristor is a promising candidate to implement high-density memory and neuromorphic computing. Based on the characteristic retention time, memristors are classified into volatile and non-volatile types. However, a single memristor generally prov...
Costs and Cost Analysis Neural Networks, Computer Neurons Electronics Synapses
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[Artificial intelligence for medical information departments : construction and evaluation of a decision-making tool to identify and prioritize stays of which the PMSI coding could be optimized, and to ensure the revenues generated by activity-based pricing].

Revue d'epidemiologie et de sante publique Jan 11, 2022
BACKGROUND: Medical Information Departments help to optimize the hospital revenues generated by activity-based pricing. A review of medical files, selected after the targeting of coding summaries, is organized. The aim is to make any corrections to t...
Humans Artificial Intelligence Hospitalization Hospital Departments Costs and Cost Analysis Hospitals
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Progressive attention module for segmentation of volumetric medical images.

Medical physics Dec 15, 2021
PURPOSE: Medical image segmentation is critical for many medical image analysis applications. 3D convolutional neural networks (CNNs) have been widely adopted in the segmentation of volumetric medical images. The recent development of channelwise and...
Image Processing, Computer-Assisted Costs and Cost Analysis Tomography, X-Ray Computed Imaging, Three-Dimensional Neural Networks, Computer
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The IDeaS initiative: pilot study to assess the impact of rare diseases on patients and healthcare systems.

Orphanet journal of rare diseases Oct 22, 2021
BACKGROUND: Rare diseases (RD) are a diverse collection of more than 7-10,000 different disorders, most of which affect a small number of people per disease. Because of their rarity and fragmentation of patients across thousands of different disorder...
Humans Machine Learning Delivery of Health Care Costs and Cost Analysis Pilot Projects Rare Diseases
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Variables Influencing per Capita Production, Separate Collection, and Costs of Municipal Solid Waste in the Apulia Region (Italy): An Experience of Deep Learning.

International journal of environmental research and public health Jan 17, 2021
Municipal solid waste (MSW) must be managed to reduce its impact on environmental matrices and population health as much as possible. In particular, the variables that influence the production, separate waste collection, and costs of MSW must be unde...
Refuse Disposal Italy Solid Waste Humans Deep Learning Costs and Cost Analysis Waste Management Cities
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