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Št. zadetkov: 6
Razvoj večmodalnega zaznavnega omrežja za zajemanje občutkov in ocene kakovosti življenja
Valentino Šafran, Matej Rojc, Izidor Mlakar
Magistrsko delo
Oznake: večmodalno zaznavno omrežje;kakovost življenja;skrb za zdravje;zbiranje podatkov pacientov;magistrske naloge;
V magistrskem delu predstavljamo razvoj večmodalnega zaznavnega omrežja za namene evropskega projekta H2020 PERSIST, ki zajema podatke oziroma občutke, z namenom ocenjevanja kakovosti življenja pacientov. Pred razvojem sistema, smo preučili in podali pregled procesa zajema podatkov že obstoječih sis ...
Leto: 2021 Vir: Fakulteta za elektrotehniko, računalništvo in informatiko (UM FERI)
ǂAn ǂend-to-end framework for extracting observable cues of depression from diary recordings
Izidor Mlakar, Umut Arioz, Urška Smrke, Nejc Plohl, Valentino Šafran, Matej Rojc
Izvirni znanstveni članek
Oznake: obrazne poteze;jezikovni namigi;globoko učenje;umetna inteligenca;digital biomarkers of depression;facial cues;speech cues;language cues;deep learning;end-to-end pipeline;artificial intelligence;
Because of the prevalence of depression, its often-chronic course, relapse and associated disability, early detection and non-intrusive monitoring is a crucial tool for timely diagnosis and treatment, remission of depression and prevention of relapse. In this way, its impact on quality of life and w ...
Leto: 2024 Vir: Fakulteta za elektrotehniko, računalništvo in informatiko (UM FERI)
Unlocking the power of socially assistive robotic nurses in hospitals through innovative living lab methodology
Umut Arioz, Božidar Bratina, Izidor Mlakar, Nejc Plohl, Suzana Uran, Igor Robert Roj, Riko Šafarič, Valentino Šafran
Izvirni znanstveni članek
Oznake: co-creation;stakeholder engagement;socially assistive humanoid robots;living lab;hospital care;
Objectives: Pilot 5 utilizes AI and robotics to develop a robotic nurse assisting hospital staff in response to workforce shortages and rising care demands due to an aging population. This project aims to optimize resources, reduce errors, and improve patient satisfaction through personalized care. ...
Leto: 2024 Vir: Fakulteta za elektrotehniko, računalništvo in informatiko (UM FERI)
Radiotherapy department supported by an optimization algorithm for scheduling patient appointments
Marcela Chavez, Silvia Gonzalez, Ruiz Alvaro, Duflot Patrick, Nicolas Jansen, Izidor Mlakar, Umut Arioz, Valentino Šafran, Philippe Kolh, Van Gasteren Marteyn
Izvirni znanstveni članek
Oznake: appointments;hospital management;optimization algorithm;patient satisfaction;planning;radiotherapy;
Prompt administration of radiotherapy (RT) is one of the most effective treatments against cancer. Eachday, the radiotherapy departments of large hospitals must plan numerous irradiation sessions, con-sidering the availability of human and material resources, such as healthcare professionals and lin ...
Leto: 2025 Vir: Fakulteta za elektrotehniko, računalništvo in informatiko (UM FERI)
PALANTIR: An NFV-Based Security-as-a-Service Approach for Automating Threat Mitigation
Maxime Compastié, Antonio López Martínez, Carolina Fernandez, Manuel Gil Pérez, Stylianos Tsarsitalidis, George Xylouris, Izidor Mlakar, Michail Alexandros Kourtis, Valentino Šafran
Izvirni znanstveni članek
Oznake: varnost;programiranje;virtualno omrežje;Security-as-a-Service;security orchestration;policy-driven management;virtual network functions;finite state machines;constraints programming;
Small and medium enterprises are significantly hampered by cyber-threats as they have inherently limited skills and financial capacities to anticipate, prevent, and handle security incidents. The EU-funded PALANTIR project aims at facilitating the outsourcing of the security supervision to external ...
Leto: 2023 Vir: Fakulteta za elektrotehniko, računalništvo in informatiko (UM FERI)
Multilingual framework for risk assessment and symptom tracking (MRAST)
Valentino Šafran, Simon Lin, Jama Nateqi, Alistair G. Martin, Urška Smrke, Umut Arioz, Nejc Plohl, Matej Rojc, Dina Běma, Marcela Chavez, Matej Horvat, Izidor Mlakar
Izvirni znanstveni članek
Oznake: večjezično ogrodje;ocena tveganja;kronične bolezni;multilingual framework;risk assessment;symptom tracking;chronic diseases;patient-centered care;real-world data;
The importance and value of real-world data in healthcare cannot be overstated because it offers a valuable source of insights into patient experiences. Traditional patient-reported experience and outcomes measures (PREMs/PROMs) often fall short in addressing the complexities of these experiences du ...
Leto: 2024 Vir: Fakulteta za elektrotehniko, računalništvo in informatiko (UM FERI)
Št. zadetkov: 6
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