Concepedia

Agnieszka Mikołajczyk

AM

11

Publications

2.3K

Citations

11

H-Index

2015

Active since

Affiliations

Gdańsk University of Technology(Current)

Medical University of Silesia

Institute of Occupational Medicine and Environmental Health

Agnieszka Mikołajczyk is an author at Gdańsk University of Technology specializing in image analysis, machine learning, and engineering.

Top concepts

EngineeringImage AnalysisMachine LearningDeep LearningPattern RecognitionMedicineData ScienceMedical Image ComputingComputer ScienceDeep Neural Networks

Publications per year

2015–2021

11

Publications

11

Data augmentation for improving deep learning in image classification problem

Agnieszka Mikołajczyk, Michał Grochowski · 2018 · 1.6K citations

Data Augmentation, Deep Neural Networks, Image Analysis +15

Deep learning-based waste detection in natural and urban environments

Sylwia Majchrowska, Agnieszka Mikołajczyk, Maria Ferlin et al. · Waste Management · 2021 · 260 citations · Full text

Deep neural networks approach to skin lesions classification — A comparative analysis

Arkadiusz Kwasigroch, Agnieszka Mikołajczyk, Michał Grochowski · 2017 · 72 citations

Convolutional Neural Network, Engineering, Machine Learning +19

Neural Architecture Search for Skin Lesion Classification

Arkadiusz Kwasigroch, Michał Grochowski, Agnieszka Mikołajczyk · IEEE Access · 2020 · 68 citations · Full text

Artificial Intelligence, Convolutional Neural Network, Engineering +18

Telomere length, telomerase expression, and oxidative stress in lead smelters

Natalia Pawlas, Anna Płachetka, Agnieszka Kozłowska et al. · Toxicology and Industrial Health · 2015 · 46 citations

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