Felix Magnus Gräßer
Felix Magnus Gräßer
Institute of Biomedical Engineering, Technische Universität Dresden
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Aspect-based sentiment analysis of drug reviews applying cross-domain and cross-data learning
F Gräßer, S Kallumadi, H Malberg, S Zaunseder
Proceedings of the 2018 international conference on digital health, 121-125, 2018
Predicting sepsis with a recurrent neural network using the MIMIC III database
M Scherpf, F Gräßer, H Malberg, S Zaunseder
Computers in biology and medicine 113, 103395, 2019
Non-invasive fetal ECG signal quality assessment for multichannel heart rate estimation
F Andreotti, F Gräßer, H Malberg, S Zaunseder
IEEE Transactions on Biomedical Engineering 64 (12), 2793-2802, 2017
Therapy decision support based on recommender system methods
F Gräßer, S Beckert, D Küster, J Schmitt, S Abraham, H Malberg, ...
Journal of healthcare engineering 2017, 2017
Neighborhood-based Collaborative Filtering for Therapy Decision Support.
F Gräßer, S Beckert, D Küster, S Abraham, H Malberg, J Schmitt, ...
HealthRecSys@ RecSys, 22-26, 2017
Lesional and perilesional tissue characterization by automated image processing in a novel gyrencephalic animal model of peracute intracerebral hemorrhage
J Boltze, F Ferrara, AH Hainsworth, LR Bridges, M Zille, D Lobsien, ...
Journal of Cerebral Blood Flow & Metabolism 39 (12), 2521-2535, 2019
Application of recommender system methods for therapy decision support
F Gräßer, H Malberg, S Zaunseder, S Beckert, J Schmitt, SA Klinik
2016 IEEE 18th International Conference on e-Health Networking, Applications …, 2016
A pharmaceutical therapy recommender system enabling shared decision-making
F Gräßer, F Tesch, J Schmitt, S Abraham, H Malberg, S Zaunseder
User Modeling and User-Adapted Interaction, 1-44, 2022
Investigation of automated sleep staging from cardiorespiratory signals regarding clinical applicability and robustness
M Goldammer, S Zaunseder, MD Brandt, H Malberg, F Gräßer
Biomedical Signal Processing and Control 71, 103047, 2022
Specializing CNN models for sleep staging based on heart rate
M Goldammer, S Zaunseder, H Malberg, F Gräßer
2020 Computing in Cardiology, 1-4, 2020
Sepsis onset prediction applying a stacked combination of a recurrent neural network and a gradient boosted machine
M Scherpf, M Goldammer, H Malberg, F Gräßer
2019 Computing in Cardiology (CinC), Page 1-Page 4, 2019
A drug recommender system for the treatment of hypertension
A Mai, K Voigt, J Schübel, F Gräßer
BMC Medical Informatics and Decision Making 23 (1), 89, 2023
Neighborhood optimization for therapy decision support
F Gräßer, H Malberg, S Zaunseder
Current Directions in Biomedical Engineering 5 (1), 1-4, 2019
Acceptance of a digital therapy recommender system for psoriasis
L Graf, F Tesch, F Gräßer, L Harst, D Siegels, J Schmitt, S Abraham
BMC Medical Informatics and Decision Making 23 (1), 150, 2023
Data-based Therapy Recommender Systems
FM Gräßer
Sheep models for cerebrovascular pathology
B Nitzsche, F Ferrara, J Boltze, A Hainsworth, L Bridges, ...
A Study on Recommender System Methods for Therapy Decision Support
F Gräßer, S Beckert, D Küster, J Schmitt, S Abraham, H Malberg, ...
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