Melanie Fediuk

Multi-channel lung sound classification with convolutional recurrent neural networks

Elmar Messner, Melanie Fediuk, Paul Swatek et al. · Computers in Biology and Medicine · 2020 · 92 citations

Computing, Otolaryngology, Acoustics +9

Crackle and Breathing Phase Detection in Lung Sounds with Deep Bidirectional Gated Recurrent Neural Networks

Elmar Messner, Melanie Fediuk, Paul Swatek et al. · 2018 · 47 citations

Computing, Computer Science, Biomedical Signal Processing +16

Machine learning risk prediction of mortality for patients undergoing surgery with perioperative SARS-CoV-2: the COVIDSurg mortality score

I Dajti, José Ignacio Valenzuela, L Boccalatte et al. · British journal of surgery · 2021 · 47 citations · Full text

Computing, Perioperative Medicine, Surgery +17

Identification of Novel Low-Density Neutrophil Markers Through Unbiased High-Dimensional Flow Cytometry Screening in Non-Small Cell Lung Cancer Patients

Paulina Valadez-Cosmes, Kathrin Maitz, Oliver Kindler et al. · Frontiers in Immunology · 2021 · 37 citations · Full text

Medicine, Cell Biology, Oncology +15

Immune cell landscape in therapy-naïve squamous cell and adenocarcinomas of the lung

Luka Brčić, Stefanie Stanzer, Dagmar Krenbek et al. · Archiv für Pathologische Anatomie und Physiologie und für Klinische Medicin · 2018 · 28 citations · Full text

Medicine, Immunology, Oncology +16