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View article: Beyond benchmarks: Towards robust artificial intelligence bone segmentation in socio-technical systems
Beyond benchmarks: Towards robust artificial intelligence bone segmentation in socio-technical systems Open
View article: Beyond Benchmarks: Towards Robust Artificial Intelligence Bone Segmentation in Socio-Technical Systems
Beyond Benchmarks: Towards Robust Artificial Intelligence Bone Segmentation in Socio-Technical Systems Open
Despite the advances in automated medical image segmentation, AI models still underperform in various clinical settings, challenging real-world integration. In this multicenter evaluation, we analyzed 20 state-of-the-art mandibular segment…
View article: Leveraging Point Transformers for Detecting Anatomical Landmarks in Digital Dentistry
Leveraging Point Transformers for Detecting Anatomical Landmarks in Digital Dentistry Open
The increasing availability of intraoral scanning devices has heightened their importance in modern clinical orthodontics. Clinicians utilize advanced Computer-Aided Design techniques to create patient-specific treatment plans that include…
View article: Internet of Things in Automotive Safety
Internet of Things in Automotive Safety Open
The principles and practices of Industry 4.0 are increasingly promoted across all areas of management and control. Effective control relies on having the right information and knowledge in the right place, at the right time, and in the app…
View article: Information Utilization of Digital Couplings
Information Utilization of Digital Couplings Open
The paper addresses the introduction of a digital automatic coupler and the technical requirements for an innovative rail freight car that will be the basis for a smart train. The truck must meet lower noise emissions, optimal weight, low …
View article: Why is the Winner the Best?
Why is the Winner the Best? Open
International benchmarking competitions have become fundamental for the comparative performance assessment of image analysis methods. However, little attention has been given to investigating what can be learnt from these competitions. Do …
View article: Why is the winner the best?
Why is the winner the best? Open
International benchmarking competitions have become fundamental for the comparative performance assessment of image analysis methods. However, little attention has been given to investigating what can be learnt from these competitions. Do …
View article: Microdepots in City Logistics
Microdepots in City Logistics Open
City logistics is all transport, including flows of goods within the city, which ensures the operation of shops, services and business activities. The problem of logistics is extensive and above all parking spaces in traffic jams, insuffic…
View article: Possibilities of Integrating Urban Logistics Centers (ULC) into the Freight Service of Cities
Possibilities of Integrating Urban Logistics Centers (ULC) into the Freight Service of Cities Open
The article deals with the possibilities of integrating urban logistics centres into the freight service of cities. The authors aim is to define the issue of City freight logistics and the overall processes within this system of serving ci…
View article: Possibilities for Shifting Goods from Road to Rail Freight Transport in the Czech Republic
Possibilities for Shifting Goods from Road to Rail Freight Transport in the Czech Republic Open
The paper deals with the change in the modal share of total freight transport. The aim is to reduce carbon emissions in freight transport to zero by 2030 and then by 2050 again, which will require a shift of freight transport from road to …
View article: Towards the Automatization of Cranial Implant Design in Cranioplasty: 2nd MICCAI Challenge on Automatic Cranial Implant Design
Towards the Automatization of Cranial Implant Design in Cranioplasty: 2nd MICCAI Challenge on Automatic Cranial Implant Design Open
Cranioplasty is the surgical process where a skull defect resulting from previous surgery or injury is repaired using an implant that restores the original protective and aesthetic function of the skull. Implications range from decompressi…
View article: SkullBreak / SkullFix – Dataset for automatic cranial implant design and a benchmark for volumetric shape learning tasks
SkullBreak / SkullFix – Dataset for automatic cranial implant design and a benchmark for volumetric shape learning tasks Open
View article: Utilization of intelligent vehicle units for train set dispatching
Utilization of intelligent vehicle units for train set dispatching Open
This study focuses on the synthesis of particular solutions with the aim of improving accuracy and safety in rail transport systems. It is based on logistic/transport units equipped with a smart unit for information acquisition, processing…
View article: Page Layout Analysis System for Unconstrained Historic Documents
Page Layout Analysis System for Unconstrained Historic Documents Open
View article: Skull shape reconstruction using cascaded convolutional networks
Skull shape reconstruction using cascaded convolutional networks Open
Designing a cranial implant to restore the protective and aesthetic function of the patient's skull is a challenging process that requires a substantial amount of manual work, even for an experienced clinician. While computer-assisted appr…
View article: Risks associated with Logistics 4.0 and their minimization using Blockchain
Risks associated with Logistics 4.0 and their minimization using Blockchain Open
Currently we are saying that we are at the dawn of the fourth revolution, which is marked by using cyberphysical systems and the Internet of Things. This is marked as Industry 4.0 (I4.0). With Industry 4.0 is also closely linked concept Lo…
View article: Segmentation of Defective Skulls from CT Data for Tissue Modelling
Segmentation of Defective Skulls from CT Data for Tissue Modelling Open
In this work we present a method of automatic segmentation of defective skulls for custom cranial implant design and 3D printing purposes. Since such tissue models are usually required in patient cases with complex anatomical defects and v…
View article: Brno Mobile OCR Dataset
Brno Mobile OCR Dataset Open
We introduce the Brno Mobile OCR Dataset (B-MOD) for document Optical Character Recognition from low-quality images captured by handheld mobile devices. While OCR of high-quality scanned documents is a mature field where many commercial to…
View article: Optimization of material flow using simulation
Optimization of material flow using simulation Open
The strategic aim of all production enterprises is to achieve the highest possible profit, for which they use attributes of lean production that are related and support the reduction of production costs. Using of theoretical knowledge and …
View article: Segmentation of Head and Neck Organs at Risk Using CNN with Batch Dice\n Loss
Segmentation of Head and Neck Organs at Risk Using CNN with Batch Dice\n Loss Open
This paper deals with segmentation of organs at risk (OAR) in head and neck\narea in CT images which is a crucial step for reliable intensity modulated\nradiotherapy treatment. We introduce a convolution neural network with\nencoder-decode…
View article: Segmentation of Head and Neck Organs at Risk Using CNN with Batch Dice Loss
Segmentation of Head and Neck Organs at Risk Using CNN with Batch Dice Loss Open
This paper deals with segmentation of organs at risk (OAR) in head and neck area in CT images which is a crucial step for reliable intensity modulated radiotherapy treatment. We introduce a convolution neural network with encoder-decoder a…
View article: Smart Life in Smart Region
Smart Life in Smart Region Open
Putting together up to date particular technical and organizing solutions brings us significant spin-off effecting. With support of information and communication technologies we are able to accelerate innovations, new services in region an…
View article: Open Data in Smart Region
Open Data in Smart Region Open
Putting together up to date particular technical and organizing solutions brings us significant spin-off effecting. With support of information and communication technologies we are able to accelerate innovations, new services in region an…
View article: Information Support for Sustainable Tourism
Information Support for Sustainable Tourism Open
\nThis paper focuses on possibilities of information provision for tourists so that they can get familiar more easily with new cultures and the “unknown” environment by means of commonly known and user friendly interfaces. Each object of i…
View article: The Impact of 3D Printing Technology on Supply Chain
The Impact of 3D Printing Technology on Supply Chain Open
\n3D printing technology has emerged as one of the most disruptive innovations to impact the logistics industry and the global supply chain. Some claim that the technology merely enhances some aspects of production process, while others ar…
View article: Gathering Information from Transport Systems forProcessing in Supply Chains
Gathering Information from Transport Systems forProcessing in Supply Chains Open
Paper deals with complex system for processing information from means of transport acting as parts of train (rail or road). It focuses on automated information gathering using AutoID technology, information transmission via Internet of Thi…
View article: Segmentace hipokampu v MRI datech
Segmentace hipokampu v MRI datech Open
Práce se zabývá využitím grafových metod pro segmentaci málo kontrastních obrazových dat, konkrétně pro segmentaci hipokampu ze snímků magnetické rezonance. Nejprve je uvedena základní problematika a terminologie teorie grafů. Následně je …