Automatic and standardized quality assurance of digital mammography and tomosynthesis with deep convolutional neural networks

por Hejduk, Patryk, Sexauer, Raphael, Ruppert, Carlotta, Borkowski, Karol, Unkelbach, Jan, Schmidt, Noemi
Publicado 2023

Diagnostic accuracy of automated ACR BI-RADS breast density classification using deep convolutional neural networks

por Sexauer, Raphael, Hejduk, Patryk, Borkowski, Karol, Ruppert, Carlotta, Weikert, Thomas, Dellas, Sophie, Schmidt, Noemi
Publicado 2023

Deep learning for the standardized classification of Ki-67 in vulva carcinoma: A feasibility study

por Choschzick, Matthias, Alyahiaoui, Mariam, Ciritsis, Alexander, Rossi, Cristina, Gut, André, Hejduk, Patryk, Boss, Andreas
Publicado 2021

Applied Machine Learning in Spiral Breast-CT: Can We Train a Deep Convolutional Neural Network for Automatic, Standardized and Observer Independent Classification of Breast Density...

por Landsmann, Anna, Wieler, Jann, Hejduk, Patryk, Ciritsis, Alexander, Borkowski, Karol, Rossi, Cristina, Boss, Andreas
Publicado 2022

Fully automatic classification of automated breast ultrasound (ABUS) imaging according to BI-RADS using a deep convolutional neural network

por Hejduk, Patryk, Marcon, Magda, Unkelbach, Jan, Ciritsis, Alexander, Rossi, Cristina, Borkowski, Karol, Boss, Andreas
Publicado 2022

Fully automatic classification of breast MRI background parenchymal enhancement using a transfer learning approach

por Borkowski, Karol, Rossi, Cristina, Ciritsis, Alexander, Marcon, Magda, Hejduk, Patryk, Stieb, Sonja, Boss, Andreas, Berger, Nicole
Publicado 2020

Detecting Abnormal Axillary Lymph Nodes on Mammograms Using a Deep Convolutional Neural Network

por Abel, Frederik, Landsmann, Anna, Hejduk, Patryk, Ruppert, Carlotta, Borkowski, Karol, Ciritsis, Alexander, Rossi, Cristina, Boss, Andreas
Publicado 2022

Hydrogel Nanofilaments via Core-Shell Electrospinning

por Nakielski, Paweł, Pawłowska, Sylwia, Pierini, Filippo, Liwińska, Wioletta, Hejduk, Patryk, Zembrzycki, Krzysztof, Zabost, Ewelina, Kowalewski, Tomasz A.
Publicado 2015

Correction: Hydrogel Nanofilaments via Core-Shell Electrospinning

por Nakielski, Paweł, Pawłowska, Sylwia, Pierini, Filippo, Liwińska, Wioletta, Hejduk, Patryk, Zembrzycki, Krzysztof, Zabost, Ewelina, Kowalewski, Tomasz A.
Publicado 2015

BI-RADS-Based Classification of Mammographic Soft Tissue Opacities Using a Deep Convolutional Neural Network

por Sabani, Albin, Landsmann, Anna, Hejduk, Patryk, Schmidt, Cynthia, Marcon, Magda, Borkowski, Karol, Rossi, Cristina, Ciritsis, Alexander, Boss, Andreas
Publicado 2022

Radiomics in photon-counting dedicated breast CT: potential of texture analysis for breast density classification

por Landsmann, Anna, Ruppert, Carlotta, Wieler, Jann, Hejduk, Patryk, Ciritsis, Alexander, Borkowski, Karol, Wurnig, Moritz C., Rossi, Cristina, Boss, Andreas
Publicado 2022