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View article: Colorectal Cancer Tumor Grade Segmentation in Digital Histopathology Images: From Giga to Mini Challenge
Colorectal Cancer Tumor Grade Segmentation in Digital Histopathology Images: From Giga to Mini Challenge Open
Colorectal cancer (CRC) is the third most diagnosed cancer and the second leading cause of cancer-related death worldwide. Accurate histopathological grading of CRC is essential for prognosis and treatment planning but remains a subjective…
View article: Chronic Ulcers Healing Prediction through Machine Learning Approaches: Preliminary Results on Diabetic Foot Ulcers Case Study
Chronic Ulcers Healing Prediction through Machine Learning Approaches: Preliminary Results on Diabetic Foot Ulcers Case Study Open
Background: Chronic diabetic foot ulcers are a global health challenge, affecting approximately 18.6 million individuals each year. The timely and accurate prediction of wound healing paths is crucial for improving treatment outcomes and r…
View article: Managing linguistic obstacles in multidisciplinary, multinational, and multilingual research projects
Managing linguistic obstacles in multidisciplinary, multinational, and multilingual research projects Open
Environmental challenges are rarely confined to national, disciplinary, or linguistic domains. Convergent solutions require international collaboration and equitable access to new technologies and practices. The ability of international, m…
View article: Unified protocol to evaluate intraoral scanner resolution, trueness and precision: the RTP-protocol
Unified protocol to evaluate intraoral scanner resolution, trueness and precision: the RTP-protocol Open
Over the past decade, studies published on the evaluation of intraoral scanners (IOSs) have mainly considered two parameters, precision and trueness, to determine accuracy. The third parameter, resolution, not much studied, seems essential…
View article: Herbivorous fish feeding dynamics and energy expenditure on a coral reef: Insights from stereo‐video and <scp>AI</scp> ‐driven <scp>3D</scp> tracking
Herbivorous fish feeding dynamics and energy expenditure on a coral reef: Insights from stereo‐video and <span>AI</span> ‐driven <span>3D</span> tracking Open
Unveiling the intricate relationships between animal movement ecology, feeding behavior, and internal energy budgeting is crucial for a comprehensive understanding of ecosystem functioning, especially on coral reefs under significant anthr…
View article: Evaluation of breast skin and tissue stiffness using a non‐invasive aspiration device and impact of clinical predictors
Evaluation of breast skin and tissue stiffness using a non‐invasive aspiration device and impact of clinical predictors Open
A personalized 3D breast model could present a real benefit for preoperative discussion with patients, surgical planning, and guidance. Breast tissue biomechanical properties have been poorly studied in vivo, although they are important fo…
View article: Automatic coral reef fish identification and 3D measurement in the wild
Automatic coral reef fish identification and 3D measurement in the wild Open
In this paper we present a pipeline using stereo images in order to automatically identify, track in 3D fish, and measure fish population.
View article: Energy-use strategies on a degraded coral reef: insights from remote underwater stereo-video and AI-driven 3D tracking
Energy-use strategies on a degraded coral reef: insights from remote underwater stereo-video and AI-driven 3D tracking Open
Unveiling the intricate relationships between animal movement ecology, feeding behaviour, and internal energy budgeting is essential for a comprehensive understanding of ecosystem functioning. Particularly in degraded habitats like coral r…
View article: Comparing Spatial and Spatio-Temporal Paradigms to Estimate The Evolution of Socio-Economical Indicators from Satellite Images
Comparing Spatial and Spatio-Temporal Paradigms to Estimate The Evolution of Socio-Economical Indicators from Satellite Images Open
International audience
View article: 3D tracking reveals energy-distance trade-offs in two dominant grazers on a degraded coral reef
3D tracking reveals energy-distance trade-offs in two dominant grazers on a degraded coral reef Open
In-depth understanding of animal movement ecology, including energy expenditure and internal energy budgeting, is crucial for deciphering the intricate dynamics of ecosystem functioning. It essentially reveals resource partitioning and ene…
View article: A deep‐learning algorithm to localize basal cell carcinoma foci on Mohs surgery frozen sections
A deep‐learning algorithm to localize basal cell carcinoma foci on Mohs surgery frozen sections Open
International audience
View article: Movie character re-identification by agglomerative clustering of deep features
Movie character re-identification by agglomerative clustering of deep features Open
International audience
View article: Reproducing Deep Learning experiments: common challenges and recommendations for improvement
Reproducing Deep Learning experiments: common challenges and recommendations for improvement Open
In computer science, there are more and more efforts to improve reproducibility. However, it is still difficult to reproduce the experiments of other scientists, and even more difficult when it comes to Deep Learning (DL). Making a DL rese…
View article: New method to analyze resolution acquisition for intraoral scanners
New method to analyze resolution acquisition for intraoral scanners Open
In dentistry, 3D intraoral scanners (IOSs) are gaining increasing popularity in the production of dental prostheses. However, the quality of an IOS in terms of resolution remains the determining factor of choice for the practitioner; a hig…
View article: Haptic Fidelity: The Game Changer in Surgical Simulators for the Next Decade?
Haptic Fidelity: The Game Changer in Surgical Simulators for the Next Decade? Open
OPINION article Front. Oncol., 11 August 2021Sec. Surgical Oncology Volume 11 - 2021 | https://doi.org/10.3389/fonc.2021.713343
View article: Augmented reality for agroforestry system design
Augmented reality for agroforestry system design Open
In agriculture, thanks to the availability of mobile devices and the development of dedicated software, digital tools assist many tasks. Among digital technologies, augmented reality, the superimposition of virtual objects on views of the …
View article: Round Table Brazil - PARSEC Project - Workflow management and reproducibility
Round Table Brazil - PARSEC Project - Workflow management and reproducibility Open
As a forum for experience exchange, the ROUND TABLE BRAZIL - Workflow management and reproducibility, invites data scientist and data professionals to discuss experiences on the subject. It was published in 2016 the ‘FAIR Guiding Princip…
View article: Feasibility of Cochlea High-frequency Ultrasound and Microcomputed Tomography Registration for Cochlear Computer-assisted Surgery: A Testbed
Feasibility of Cochlea High-frequency Ultrasound and Microcomputed Tomography Registration for Cochlear Computer-assisted Surgery: A Testbed Open
Introduction: There remains no standard imaging method that allows computer-assisted surgery of the cochlea in real time. However, recent evidence suggests that high-frequency ultrasound (HFUS) could permit real-time visualization of cochl…
View article: Assessment of CNN-Based Methods for Poverty Estimation from Satellite Images
Assessment of CNN-Based Methods for Poverty Estimation from Satellite Images Open
This workshop is held in conjunction with the International Conference on Pattern Recognition (ICPR 2020) (https://www.icpr2020.it/).
View article: Analysis of the Scalability of a Deep-Learning Network for Steganography\n "Into the Wild"
Analysis of the Scalability of a Deep-Learning Network for Steganography\n "Into the Wild" Open
Since the emergence of deep learning and its adoption in steganalysis fields,\nmost of the reference articles kept using small to medium size CNN, and learn\nthem on relatively small databases.\n Therefore, benchmarks and comparisons betwe…