Stavroula Mougiakakou

About Stavroula Mougiakakou

Stavroula Mougiakakou, With an exceptional h-index of 39 and a recent h-index of 32 (since 2020), a distinguished researcher at Universität Bern, specializes in the field of Artificial Intelligence, Machine Learning, Computer Vision, Biomedical Engineering.

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

The effect of bolus advisors on glycaemic parameters in adults with diabetes on intensive insulin therapy: A systematic review with meta‐analysis

Tune without Validation: Searching for Learning Rate and Weight Decay on Training Sets

Computer-aided Diagnosis System for Lung Fibrosis: from the Effect of Radiomic Features and Multi-layer-perceptron Mixers to Pre-clinical Evaluation

A Complete AI-Based System for Dietary Assessment and Personalized Insulin Adjustment in Type 1 Diabetes Self-management

The Nutritional Content of Meal Images in Free-Living Conditions—Automatic Assessment with goFOODTM

Artificial intelligence and interstitial lung disease: Diagnosis and prognosis

Multimedia data-based mobile applications for dietary assessment

Food Recognition and Nutritional Apps

Stavroula Mougiakakou Information

University

Position

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Citations(all)

6044

Citations(since 2020)

3968

Cited By

3709

hIndex(all)

39

hIndex(since 2020)

32

i10Index(all)

82

i10Index(since 2020)

59

Email

University Profile Page

Google Scholar

Stavroula Mougiakakou Skills & Research Interests

Artificial Intelligence

Machine Learning

Computer Vision

Biomedical Engineering

Top articles of Stavroula Mougiakakou

The effect of bolus advisors on glycaemic parameters in adults with diabetes on intensive insulin therapy: A systematic review with meta‐analysis

2024/5

Tune without Validation: Searching for Learning Rate and Weight Decay on Training Sets

arXiv preprint arXiv:2403.05532

2024/3/8

Stavroula Mougiakakou
Stavroula Mougiakakou

H-Index: 27

Computer-aided Diagnosis System for Lung Fibrosis: from the Effect of Radiomic Features and Multi-layer-perceptron Mixers to Pre-clinical Evaluation

IEEE Access

2024/1/5

A Complete AI-Based System for Dietary Assessment and Personalized Insulin Adjustment in Type 1 Diabetes Self-management

2023/9/20

Maria Panagiotou
Maria Panagiotou

H-Index: 4

Stavroula Mougiakakou
Stavroula Mougiakakou

H-Index: 27

The Nutritional Content of Meal Images in Free-Living Conditions—Automatic Assessment with goFOODTM

Nutrients

2023/9/2

Stavroula Mougiakakou
Stavroula Mougiakakou

H-Index: 27

Artificial intelligence and interstitial lung disease: Diagnosis and prognosis

2023/8/1

Stavroula Mougiakakou
Stavroula Mougiakakou

H-Index: 27

Multimedia data-based mobile applications for dietary assessment

2023/7

Stavroula Mougiakakou
Stavroula Mougiakakou

H-Index: 27

Food Recognition and Nutritional Apps

arXiv preprint arXiv:2307.05372

2023/6/20

Stavroula Mougiakakou
Stavroula Mougiakakou

H-Index: 27

Artificial intelligence for reducing the radiation burden of medical imaging for the diagnosis of coronavirus disease

2023/5/1

An Empirical Analysis for Zero-Shot Multi-Label Classification on COVID-19 CT Scans and Uncurated Reports (preprint)

2023

Stavroula Mougiakakou
Stavroula Mougiakakou

H-Index: 27

No data augmentation? alternative regularizations for effective training on small datasets

2023

Stavroula Mougiakakou
Stavroula Mougiakakou

H-Index: 27

Influence of Lung Reconstruction Algorithms on Interstitial Lung Pattern Recognition on CT

RöFo-Fortschritte auf dem Gebiet der Röntgenstrahlen und der bildgebenden Verfahren

2023/1

A Comparative Analysis of Sensor-, Geometry-, and Neural-Based Methods for Food Volume Estimation

2023/10/29

Stavroula Mougiakakou
Stavroula Mougiakakou

H-Index: 27

MADiMa'23: 8th International Workshop on Multimedia Assisted Dietary Management

2023/10/26

A feasibility study to assess Mediterranean Diet adherence using an AI-powered system

Scientific reports

2022/10/11

Arindam Ghosh
Arindam Ghosh

H-Index: 4

Manuel Baumann
Manuel Baumann

H-Index: 13

Stavroula Mougiakakou
Stavroula Mougiakakou

H-Index: 27

Cea++ 2022 panel-toward building a global food network

2022/10/10

Stavroula Mougiakakou
Stavroula Mougiakakou

H-Index: 27

Ramesh Jain
Ramesh Jain

H-Index: 60

System and method for improving the drug therapy management

2022/8/30

Evaluation of a novel artificial intelligence system to monitor and assess energy and macronutrient intake in hospitalised older patients

Nutrients

2021/12/17

Stavroula Mougiakakou
Stavroula Mougiakakou

H-Index: 27

Perspectives and preferences of adult smartphone users regarding nutrition and diet apps: web-based survey study

JMIR mHealth and uHealth

2021/7/30

Ya Lu
Ya Lu

H-Index: 4

Stavroula Mougiakakou
Stavroula Mougiakakou

H-Index: 27

A comprehensive review of imaging findings in COVID-19-status in early 2021

2021/7

See List of Professors in Stavroula Mougiakakou University(Universität Bern)

Co-Authors

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