Grzegorz Mrukwa

Segmenting brain tumors from FLAIR MRI using fully convolutional neural networks

Pablo Ribalta Lorenzo, Jakub Nalepa, Barbara Bobek‐Billewicz et al. · Computer Methods and Programs in Biomedicine · 2019 · 70 citations

Medicine, Oncology, Radiology +16

Molecular profiles of thyroid cancer subtypes: Classification based on features of tissue revealed by mass spectrometry imaging

Monika Pietrowska, Hanna C. Diehl, Grzegorz Mrukwa et al. · Biochimica et Biophysica Acta (BBA) - Proteins and Proteomics · 2016 · 36 citations · Full text

Medicine, Oncology, Pathology +17

Data Augmentation via Image Registration

Jakub Nalepa, Marcin Cwiek, Wojciech Dudzik et al. · 2019 · 32 citations

Computing, Computer Science, Oncology +16

Discrimination of normal oral mucosa from oral cancer by mass spectrometry imaging of proteins and lipids

Katarzyna Bednarczyk, Marta Gawin, Mykola Chekan et al. · Journal of Molecular Histology · 2018 · 31 citations · Full text

Dentistry, Biochemistry, Oncology +16

Detection of molecular signatures of oral squamous cell carcinoma and normal epithelium – application of a novel methodology for unsupervised segmentation of imaging mass spectrometry data

Grzegorz Mrukwa, Magdalena Kalinowska, Monika Pietrowska et al. · PROTEOMICS · 2016 · 28 citations · Full text

Medicine, Cancer Biology, Oral Pathology +17