Żaneta Świderska-Chadaj

Convolutional neural networks can accurately distinguish four histologic growth patterns of lung adenocarcinoma in digital slides

Arkadiusz Gertych, Żaneta Świderska-Chadaj, Zhaoxuan Ma et al. · Scientific Reports · 2019 · 197 citations · Full text

Learning to detect lymphocytes in immunohistochemistry with deep learning

Żaneta Świderska-Chadaj, Hans Pinckaers, Mart van Rijthoven et al. · Medical Image Analysis · 2019 · 160 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +4

Impact of rescanning and normalization on convolutional neural network performance in multi-center, whole-slide classification of prostate cancer

Żaneta Świderska-Chadaj, Thomas de Bel, Lionel Blanchet et al. · Scientific Reports · 2020 · 68 citations · Full text

Improving classification accuracy of fine-tuned CNN models: Impact of hyperparameter optimization

Mikolaj Wojciuk, Żaneta Świderska-Chadaj, Krzysztof Siwek et al. · Heliyon · 2024 · 67 citations · Full text

Comparison of the Manual, Semiautomatic, and Automatic Selection and Leveling of Hot Spots in Whole Slide Images for Ki-67 Quantification in Meningiomas

Żaneta Świderska-Chadaj, Anna Korzyńska, Tomasz Markiewicz et al. · Analytical Cellular Pathology · 2015 · 44 citations · Full text

Engineering, Digital Pathology, Diagnosis +18