Search Results - "Germanese, Danila"
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An E-Nose for the Monitoring of Severe Liver Impairment: A Preliminary Study
Published in Sensors (Basel, Switzerland) (22-08-2019)“…Biologically inspired to mammalian olfactory system, electronic noses became popular during the last three decades. In literature, as well as in daily…”
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Monitoring Ancient Buildings: Real Deployment of an IoT System enhanced by UAVs and Virtual Reality
Published in IEEE access (01-01-2020)“…The historical buildings of a nation are the tangible signs of its history and culture. Their preservation deserves considerable attention, being of primary…”
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3
Computer Vision Tasks for Ambient Intelligence in Children’s Health
Published in Information (Basel) (01-10-2023)“…Computer vision is a powerful tool for healthcare applications since it can provide objective diagnosis and assessment of pathologies, not depending on…”
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4
Can Magnetic Resonance Radiomics Analysis Discriminate Parotid Gland Tumors? A Pilot Study
Published in Diagnostics (Basel) (03-11-2020)“…Our purpose is to evaluate the performance of magnetic resonance (MR) radiomics analysis for differentiating between malignant and benign parotid neoplasms…”
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Enhancing COVID-19 CT Image Segmentation: A Comparative Study of Attention and Recurrence in UNet Models
Published in Journal of imaging (01-12-2023)“…Imaging plays a key role in the clinical management of Coronavirus disease 2019 (COVID-19) as the imaging findings reflect the pathological process in the…”
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6
Long-Term Monitoring of Crack Patterns in Historic Structures Using UAVs and Planar Markers: A Preliminary Study
Published in Journal of imaging (01-08-2018)“…This paper describes how Unmanned Aerial Vehicles (UAVs) may support the long-term monitoring of crack patterns in the context of architectural heritage…”
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Adaptive Machine Learning Approach for Importance Evaluation of Multimodal Breast Cancer Radiomic Features
Published in Journal of digital imaging (01-08-2024)“…Breast cancer holds the highest diagnosis rate among female tumors and is the leading cause of death among women. Quantitative analysis of radiological images…”
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A smart mirror to promote a healthy lifestyle
Published in Biosystems engineering (01-10-2015)“…ICT solutions to foster behavioural change have been shown to be effective in implementing primary prevention in terms of a healthy lifestyle. Primary…”
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Radiomics-Based Reliable Predictions of Side Effects After Radiotherapy for Prostate Cancer
Published in 2024 IEEE International Symposium on Biomedical Imaging (ISBI) (27-05-2024)“…This work offers insight into the effectiveness of probabilistic models, specifically those based on ensemble approximations, in predicting adverse side…”
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Conference Proceeding -
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Mirror Mirror on the Wall... An Unobtrusive Intelligent Multisensory Mirror for Well-Being Status Self-Assessment and Visualization
Published in IEEE transactions on multimedia (01-07-2017)“…A person's well-being status is reflected by their face through a combination of facial expressions and physical signs. The SEMEOTICONS project translates the…”
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11
Optimizing radiomics for prostate cancer diagnosis: feature selection strategies, machine learning classifiers, and MRI sequences
Published in Insights into imaging (04-11-2024)“…Objectives Radiomics-based analyses encompass multiple steps, leading to ambiguity regarding the optimal approaches for enhancing model performance. This study…”
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12
Towards Chronic Liver Dysfunction Self-monitoring: a Proof-of-Concept Study
Published in 2019 IEEE Symposium on Computers and Communications (ISCC) (01-06-2019)“…The liver is our very own chemical processing plant as it plays a vital role in maintaining the body's metabolic balance. Liver's health is assessed by a group…”
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Conference Proceeding -
13
A smart mirror to promote a healthy lifestyle: Research Paper
Published in Biosystems engineering (01-10-2015)“…ICT solutions to foster behavioural change have been shown to be effective in implementing primary prevention in terms of a healthy lifestyle. Primary…”
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14
Facial Landmark Identification and Data Preparation Can Significantly Improve the Extraction of Newborns' Facial Features
Published in 2024 IEEE 18th International Conference on Automatic Face and Gesture Recognition (FG) (27-05-2024)“…Automatic extraction of facial feature can provide valuable information on the health of newborns. However, determining an optimal facial features extraction…”
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Conference Proceeding -
15
Radiomics to Predict Prostate CancerAggressiveness: A Preliminary Study
Published in 2019 IEEE 19th International Conference on Bioinformatics and Bioengineering (BIBE) (01-10-2019)“…Radiomics is encouraging a paradigm shift in oncological diagnostics towards the symbiosis of radiology and Artificial Intelligence (AI) techniques. The aim is…”
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Conference Proceeding -
16
State of the Art of Audio- and Video-Based Solutions for AAL
Published 26-06-2022“…The report illustrates the state of the art of the most successful AAL applications and functions based on audio and video data, namely (i) lifelogging and…”
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17
Mirror mirror on the wall... An intelligent multisensory mirror for well-being self-assessment
Published in 2015 IEEE International Conference on Multimedia and Expo (ICME) (01-06-2015)“…The face reveals the healthy status of an individual, through a combination of physical signs and facial expressions. The project SEMEOTICONS is translating…”
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Conference Proceeding -
18
Semeoticons - reading the face code of cardio-metabolic risk
Published in 2015 International Workshop on Computational Intelligence for Multimedia Understanding (IWCIM) (01-10-2015)“…What if you could discover your health status by looking at yourself in the mirror? Since November 2013, the EU FP7 Project SEMEOTICONS is working to make this…”
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Conference Proceeding