Search Results for author: Sven Koitka

Found 2 papers, 1 papers with code

Fully-automated Body Composition Analysis in Routine CT Imaging Using 3D Semantic Segmentation Convolutional Neural Networks

no code implementations25 Feb 2020 Sven Koitka, Lennard Kroll, Eugen Malamutmann, Arzu Oezcelik, Felix Nensa

Body tissue composition is a long-known biomarker with high diagnostic and prognostic value in cardiovascular, oncological and orthopaedic diseases, but also in rehabilitation medicine or drug dosage.

3D Semantic Segmentation

Utilizing Neural Networks and Linguistic Metadata for Early Detection of Depression Indications in Text Sequences

2 code implementations19 Apr 2018 Marcel Trotzek, Sven Koitka, Christoph M. Friedrich

In particular, a convolutional neural network based on different word embeddings is evaluated and compared to a classification based on user-level linguistic metadata.

Word Embeddings

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