Vizitiu Anamaria

About Vizitiu Anamaria

Vizitiu Anamaria, With an exceptional h-index of 8 and a recent h-index of 8 (since 2020), a distinguished researcher at Universitatea Transilvania din Brasov, specializes in the field of Machine Learning, Deep Neural Networks, Medical Imaging.

His recent articles reflect a diverse array of research interests and contributions to the field:

Dynamic Vessel Roadmap Guidance

Multi-scale self-supervised learning for longitudinal lesion tracking with optional supervision

Privacy-Preserving Medical Image Classification through Deep Learning and Matrix Decomposition

Machine learning model to predict the presence of paroxysmal atrial fibrillation in patients with hypertrophic cardiomyopathy

Hypertension-mediated Cardiac Damage Among Romanian Adult Hypertensive Patients: A Post-hoc Echocardiographic Analysis of the SEPHAR IV Epidemiological Survey

Dynamic vessel roadmapping

Privacy preserving artificial intelligence based clinical decision support

Deep Neural Networks in Medical Imaging: Privacy Preservation, Image Generation and Applications

Vizitiu Anamaria Information

University

Position

___

Citations(all)

232

Citations(since 2020)

206

Cited By

52

hIndex(all)

8

hIndex(since 2020)

8

i10Index(all)

7

i10Index(since 2020)

6

Email

University Profile Page

Google Scholar

Vizitiu Anamaria Skills & Research Interests

Machine Learning

Deep Neural Networks

Medical Imaging

Top articles of Vizitiu Anamaria

Title

Journal

Author(s)

Publication Date

Dynamic Vessel Roadmap Guidance

2024/2/15

Multi-scale self-supervised learning for longitudinal lesion tracking with optional supervision

Anamaria Vizitiu

Antonia T Mohaiu

Ioan M Popdan

Abishek Balachandran

Florin C Ghesu

...

2023/10/1

Privacy-Preserving Medical Image Classification through Deep Learning and Matrix Decomposition

Andreea Bianca Popescu

Cosmin Ioan Nita

Ioana Antonia Taca

Anamaria Vizitiu

Lucian Mihai Itu

2023/6/26

Machine learning model to predict the presence of paroxysmal atrial fibrillation in patients with hypertrophic cardiomyopathy

European Heart Journal-Cardiovascular Imaging

M Rosca

AC Stoian

IA Branea

A Vizitiu

A Calin

...

2023/6

Hypertension-mediated Cardiac Damage Among Romanian Adult Hypertensive Patients: A Post-hoc Echocardiographic Analysis of the SEPHAR IV Epidemiological Survey

Romanian Journal of Cardiology

Aura Vîjîiac

Cosmin Cojocaru

Oana Gheorghe-Fronea

Irinel Parepa

Călin Pop

...

2023/3/1

Dynamic vessel roadmapping

2023/11/30

Privacy preserving artificial intelligence based clinical decision support

2023/2/9

Deep Neural Networks in Medical Imaging: Privacy Preservation, Image Generation and Applications

Diana Ioana Stoian

Horia Andrei Leonte

Anamaria Vizitiu

Constantin Suciu

Lucian Mihai Itu

2023/10/25

Missing Values Imputation in the SEPHAR IV Echocardiographic Study

Ioana Antonia Taca

Antonia Teodora Mohaiu

Lucian Mihai Itu

Maria Dorobantu

Cosmin Cojocaru

...

2022/9/25

Privacy-preserving and explainable AI in industrial applications

Iulian Ogrezeanu

Anamaria Vizitiu

Costin Ciușdel

Andrei Puiu

Simona Coman

...

2022/6/23

Non-bijectivity-based image obfuscation method for deep learning based medical applications

Andreea Bianca Popescu

Cosmin Ioan Nita

Ioana Antonia Taca

Anamaria Vizitiu

Lucian Mihai Itu

2022/5/26

Artificial intelligence supporting cancer patients across Europe—The ASCAPE project

Plos one

Lazaros Tzelves

Ioannis Manolitsis

Ioannis Varkarakis

Mirjana Ivanovic

Miltiadis Kokkonidis

...

2022/4/21

Obfuscation algorithm for privacy-preserving deep learning-based medical image analysis

Applied Sciences

Andreea Bianca Popescu

Ioana Antonia Taca

Anamaria Vizitiu

Cosmin Ioan Nita

Constantin Suciu

...

2022/4/14

Is Personalized Computational Model of Atrial Fibrillation Really Personalized?

Circulation

Eric Lluch

Viorel Mihalef

Anamaria Vizitiu

Tiziano Passerini

Chloe Audigier

...

2021/11/16

Framework for Privacy-Preserving Wearable Health Data Analysis: Proof-of-Concept Study for Atrial Fibrillation Detection

Applied Sciences

Anamaria Vizitiu

Cosmin-Ioan Nita

Radu Miron Toev

Tudor Suditu

Constantin Suciu

...

2021/9/28

Privacy preserving classification of eeg data using machine learning and homomorphic encryption

Applied Sciences

Andreea Bianca Popescu

Ioana Antonia Taca

Cosmin Ioan Nita

Anamaria Vizitiu

Robert Demeter

...

2021/8/10

ASCAPE: An open AI ecosystem to support the quality of life of cancer patients

Konstantinos Lampropoulos

Thanos Kosmidis

Serge Autexier

Miloš Savić

Manos Athanatos

...

2021/8/9

Privacy-preserving and explainable AI for cardiovascular imaging

Studies in Informatics and Control

Andrei Puiu

Anamaria Vizitiu

Cosmin Nita

Lucian Itu

Puneet Sharma

...

2021/6/1

Semantic segmentation for cancer detection in digital breast tomosynthesis

2020/9/22

Applying deep neural networks over homomorphic encrypted medical data

Computational and mathematical methods in medicine

Anamaria Vizitiu

Cosmin Ioan Niƫă

Andrei Puiu

Constantin Suciu

Lucian Mihai Itu

2020

See List of Professors in Vizitiu Anamaria University(Universitatea Transilvania din Brasov)