Marcin Grzegorzek

Marcin Grzegorzek

Universität zu Lübeck

H-index: 30

Europe-Germany

About Marcin Grzegorzek

Marcin Grzegorzek, With an exceptional h-index of 30 and a recent h-index of 28 (since 2020), a distinguished researcher at Universität zu Lübeck, specializes in the field of Machine Learning, AI, AI in Healthcare.

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

Does glucose affect our vision? A preliminary study using smart glasses

A state-of-the-art survey of U-Net in microscopic image analysis: From simple usage to structure mortification

Artificial intelligence in forensic microbiology, volume II

ECPC-IDS: A benchmark endometrial cancer PET/CT image dataset for evaluation of semantic segmentation and detection of hypermetabolic regions

Driving Reality vs Simulator: Data Distinctions

What can machine vision do for lymphatic histopathology image analysis: a comprehensive review

Distinguishing Drivers via Wearable Sensor Data and Machine Learning

CAISHI: A benchmark histopathological H&E image dataset for cervical adenocarcinoma in situ identification, retrieval and few-shot learning evaluation

Marcin Grzegorzek Information

University

Position

Professor Institut für Medizinische Informatik

Citations(all)

3715

Citations(since 2020)

2924

Cited By

1428

hIndex(all)

30

hIndex(since 2020)

28

i10Index(all)

105

i10Index(since 2020)

75

Email

University Profile Page

Universität zu Lübeck

Google Scholar

View Google Scholar Profile

Marcin Grzegorzek Skills & Research Interests

Machine Learning

AI

AI in Healthcare

Top articles of Marcin Grzegorzek

Title

Journal

Author(s)

Publication Date

Does glucose affect our vision? A preliminary study using smart glasses

Rafał Doniec

Natalia Piaseczna

Szymon Sieciński

Marcin Grzegorzek

Ewaryst J Tkacz

2024/1/29

A state-of-the-art survey of U-Net in microscopic image analysis: From simple usage to structure mortification

Neural Computing and Applications

Jiang Wu

Wanli Liu

Chen Li(corresponding author)

Tao Jiang

Islam Shariful

...

2024/2/21

Artificial intelligence in forensic microbiology, volume II

Chen Li

Yu-Dong Yao

Jiangwei Yan

Marcin Grzegorzek

2024/4/25

ECPC-IDS: A benchmark endometrial cancer PET/CT image dataset for evaluation of semantic segmentation and detection of hypermetabolic regions

Computers in Biology and Medicine

Dechao Tang

Chen Li

Tianmin Du

Huiyan Jiang

Deguo Ma

...

2024/2/28

Driving Reality vs Simulator: Data Distinctions

Natalia Piaseczna

Rafał Doniec

Szymon Sieciński

Klaudia Barańska

Marek Jędrychowski

...

2024/4/24

What can machine vision do for lymphatic histopathology image analysis: a comprehensive review

Artificial Intelligence Review

Haoyuan Chen

Xiaoqi Li

Chen Li(corresponding author)

Md Mamunur Rahaman

Xintong Li

...

2024/2/23

Distinguishing Drivers via Wearable Sensor Data and Machine Learning

Natalia Piaseczna

Rafał Doniec

Konrad Duraj

Szymon Sieciński

Marek Jędrychowski

...

2024/4/23

CAISHI: A benchmark histopathological H&E image dataset for cervical adenocarcinoma in situ identification, retrieval and few-shot learning evaluation

Data in Brief

Xinyi Yang

Chen Li(corresponding author)

Ruilin He

Jinzhu Yang

Hongzan Sun

...

2024/2/20

Skeleton ground truth extraction: methodology, annotation tool and benchmarks

International Journal of Computer Vision

Cong Yang

Bipin Indurkhya

John See

Bo Gao

Yan Ke

...

2024/4

The detection of alcohol intoxication using electrooculography signals from smart glasses and machine learning techniques

Systems and Soft Computing

Rafał J Doniec

Natalia Piaseczna

Konrad Duraj

Szymon Sieciński

Muhammad Tausif Irshad

...

2024/12/1

Cardiovascular Disease Preliminary Diagnosis Application Using SQL Queries: Filling Diagnostic Gaps in Resource-Constrained Environments

Applied Sciences

Rafał Doniec

Eva Odima Berepiki

Natalia Piaseczna

Szymon Sieciński

Artur Piet

...

2024/2/5

Role of artificial intelligence in digital pathology for gynecological cancers

Ya-Li Wang

Song Gao

Qian Xiao

Chen Li

Marcin Grzegorzek

...

2024/3/11

PHE-SICH-CT-IDS: A benchmark CT image dataset for evaluation semantic segmentation, object detection and radiomic feature extraction of perihematomal edema in spontaneous …

Computers in Biology and Medicine

Deguo Ma

Chen Li(corresponding author)

Tianming Du

Lin Qiao

Dechao Tang

...

2024/3/18

Effects of Time-Series Data Pre-processing on the Transformer-based Classification of Activities from Smart Glasses

Gabriela Ciortuz

Marcin Grzegorzek

Sebastian Fudickar

2023/9/21

Protocol: Study protocol to investigate the efficacy of confocal laser endomicroscopy-based selective single-elimination diet over standard fivefold elimination diet in …

BMJ Open

Nicole Heßler

Anna Kordowski

Jill Sasse

Greta Ahlemann

Franziska Schulz

...

2023

Objective Measurement of Subjective Pain Perception with Autonomic Body Reactions in Healthy Subjects and Chronic Back Pain Patients: An Experimental Heat Pain Study

Sensors

Luisa Luebke

Philip Gouverneur

Tibor M Szikszay

Wacław M Adamczyk

Kerstin Luedtke

...

2023/10/3

Applications of artificial neural networks in microorganism image analysis: a comprehensive review from conventional multilayer perceptron to popular convolutional neural …

Jinghua Zhang

Chen Li

Yimin Yin

Jiawei Zhang

Marcin Grzegorzek

2023/2

Automated motor tic detection: A machine learning approach

Movement Disorders

Nele Sophie Brügge

Gesine Marie Sallandt

Ronja Schappert

Frédéric Li

Alina Siekmann

...

2023/7

Skin Cancer Image Identification Using Deep Convolutional Neural Networks

Wenbo Zhang

Xiaolin Sun

Shiyi Ma

Jinzhu Yang

Marcin Grzegorzek

...

2023/8/16

Non-Invasive Wearable Devices for Monitoring Vital Signs in Patients with Type 2 Diabetes Mellitus: A Systematic Review

Artur Piet

Lennart Jablonski

Jennifer I Daniel Onwuchekwa

Steffen Unkel

Christian Weber

...

2023/11/16

See List of Professors in Marcin Grzegorzek University(Universität zu Lübeck)

Co-Authors

H-index: 31
Chen Li

Chen Li

Northeastern University, China

H-index: 29
Dietrich Paulus

Dietrich Paulus

Universität Koblenz-Landau

H-index: 20
Md Mamunur Rahaman

Md Mamunur Rahaman

Northeastern University, China

H-index: 12
Jinghua Zhang

Jinghua Zhang

Northeastern University, China

H-index: 12
Joanna Czajkowska

Joanna Czajkowska

Politechnika Slaska

H-index: 9
Muhammad Adeel Nisar

Muhammad Adeel Nisar

Universität Siegen

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