Concepedia

Csaba Molnár

CM

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Publications

15

Citations

2K

H-Index

15

Active since

2016

Affiliations

HUN-REN Szegedi Biológiai Kutatóközpont(Current)

Hungarian Academy of Sciences

University of Helsinki

Institute for Molecular Medicine Finland

Broad Institute

Csaba Molnár is an author at HUN-REN Szegedi Biológiai Kutatóközpont specializing in engineering, medical image computing, and biomedical imaging.

Top concepts

EngineeringMedicineCell BiologyImage AnalysisBiomedical ImagingMedical Image ComputingRadiologyMedical ImagingSystems BiologyMachine Learning

Publications per year

2016–2022

15

Publications

15

Data-analysis strategies for image-based cell profiling

Juan Carlos Caicedo, Sam Cooper, Florian Heigwer et al. · Nature Methods · 2017 · 747 citations · Full text

Engineering, Microscopy, Biometrics +17

Evaluation of Deep Learning Strategies for Nucleus Segmentation in Fluorescence Images

Juan C. Caicedo, Jonathan Roth, Allen Goodman et al. · Cytometry Part A · 2019 · 320 citations · Full text

Convolutional Neural Network, Medical Image Segmentation, Engineering +20

nucleAIzer: A Parameter-free Deep Learning Framework for Nucleus Segmentation Using Image Style Transfer

Réka Hollandi, Ábel Szkalisity, Tímea Tóth et al. · Cell Systems · 2020 · 269 citations · Full text

Intelligent image-based in situ single-cell isolation

Csilla Braskó, Kevin Smith, Csaba Molnár et al. · Nature Communications · 2018 · 93 citations · Full text

Advanced Cell Classifier: User-Friendly Machine-Learning-Based Software for Discovering Phenotypes in High-Content Imaging Data

Filippo Piccinini, Tamás Balassa, Ábel Szkalisity et al. · Cell Systems · 2017 · 88 citations · Full text

Cell Detection, Image Analysis, Machine Learning +13

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