A hybrid modeling framework for generalizable and interpretable predictions of ICU mortality across multiple hospitals

Authors: Moein E. Samadi, Jorge Guzman-Maldonado, Kateryna Nikulina, Hedieh Mirzaieazar, Konstantin Sharafutdinov, Sebastian Johannes Fritsch, Andreas Schuppert

Source: Scientific Reports, Vol 14, Iss 1, Pp 1-21 (2024)

Subject Terms: Machine learning, Interpretability, Generalizability, Hybrid modeling, ICU mortality prediction, ICD codes, Medicine, Science

File Description: electronic resource

Relation: https://doaj.org/toc/2045-2322

Access URL: https://doaj.org/article/fb473d74a042418b9eb0ef2e1b859041

Computational Simulation of Virtual Patients Reduces Dataset Bias and Improves Machine Learning-Based Detection of ARDS from Noisy Heterogeneous ICU Datasets

Authors: Konstantin Sharafutdinov, Sebastian Johannes Fritsch, Mina Iravani, Pejman Farhadi Ghalati, Sina Saffaran, Declan G. Bates, Jonathan G. Hardman, Richard Polzin, Hannah Mayer, Gernot Marx, Johannes Bickenbach, Andreas Schuppert

Source: IEEE Open Journal of Engineering in Medicine and Biology, Vol 5, Pp 611-620 (2024)

Subject Terms: ARDS, computational simulation, dataset bias, machine learning, virtual patients, Computer applications to medicine. Medical informatics, R858-859.7, Medical technology, R855-855.5

File Description: electronic resource

Relation: https://ieeexplore.ieee.org/document/10040737/; https://doaj.org/toc/2644-1276

Access URL: https://doaj.org/article/44befcf235114feabf6f4ed4938e85a4

Novel architecture for gated recurrent unit autoencoder trained on time series from electronic health records enables detection of ICU patient subgroups

Authors: Kilian Merkelbach, Steffen Schaper, Christian Diedrich, Sebastian Johannes Fritsch, Andreas Schuppert

Source: Scientific Reports, Vol 13, Iss 1, Pp 1-22 (2023)

Subject Terms: Medicine, Science

File Description: electronic resource

Relation: https://doaj.org/toc/2045-2322

Access URL: https://doaj.org/article/3550f0b03ca9446abf4a90082240f013

Speckle tracking ultrasonography as a new tool to assess diaphragmatic function: a feasibility study

Authors: Sebastian Johannes Fritsch, Nima Hatam, Andreas Goetzenich, Gernot Marx, Rüdiger Autschbach, Leo Heunks, Johannes Bickenbach, Christian Simon Bruells

Source: Ultrasonography, Vol 41, Iss 2, Pp 403-415 (2022)

Subject Terms: diaphragm, ultrasonography, speckle tracking ultrasound, fractional thickening, Medical technology, R855-855.5

File Description: electronic resource

Relation: http://www.e-ultrasonography.org/upload/usg-21044.pdf; https://doaj.org/toc/2288-5919; https://doaj.org/toc/2288-5943

Access URL: https://doaj.org/article/c93b5bbe66fd401191f3b52149c19223

Biometric covariates and outcome in COVID-19 patients: are we looking close enough?

Authors: Konstantin Sharafutdinov, Sebastian Johannes Fritsch, Gernot Marx, Johannes Bickenbach, Andreas Schuppert

Source: BMC Infectious Diseases, Vol 21, Iss 1, Pp 1-9 (2021)

Subject Terms: COVID-19, SARS-CoV2, Risk factors, Biometric covariates, Infectious and parasitic diseases, RC109-216

File Description: electronic resource

Relation: https://doaj.org/toc/1471-2334

Access URL: https://doaj.org/article/f8bfb3e4f47749f882cb6485eab04ac6

Application of convex hull analysis for the evaluation of data heterogeneity between patient populations of different origin and implications of hospital bias in downstream machine-learning-based data processing: A comparison of 4 critical-care patient datasets

Authors: Konstantin Sharafutdinov, Jayesh S. Bhat, Sebastian Johannes Fritsch, Kateryna Nikulina, Moein E. Samadi, Richard Polzin, Hannah Mayer, Gernot Marx, Johannes Bickenbach, Andreas Schuppert

Source: Frontiers in Big Data, Vol 5 (2022)

Subject Terms: dataset-bias, data pooling, ARDS, convex hull (CH), generalization error, Information technology, T58.5-58.64

File Description: electronic resource

Relation: https://www.frontiersin.org/articles/10.3389/fdata.2022.603429/full; https://doaj.org/toc/2624-909X

Access URL: https://doaj.org/article/4c8c914b67c34e4eba51ceced1d34906

Haemoglobin value and red blood cell transfusions in prolonged weaning from mechanical ventilation: a retrospective observational study

Authors: Gernot Marx, Michael Dreher, Johannes Bickenbach, Sebastian Johannes Fritsch, Tim-Philipp Simon

Source: BMJ Open Respiratory Research, Vol 9, Iss 1 (2022)

Subject Terms: Medicine, Diseases of the respiratory system, RC705-779

File Description: electronic resource

Relation: https://bmjopenrespres.bmj.com/content/9/1/e001228.full; https://doaj.org/toc/2052-4439

Access URL: https://doaj.org/article/422c55f0f7ca4ef4af3e2af83817565c

Is sarcopenia a risk factor for reduced diaphragm function following hepatic resection? A study protocol for a prospective observational study

Authors: Christian Stoppe, Ulf Peter Neumann, Gregory van der Kroft, Sebastian Johannes Johannes Fritsch, S S Rensen, Steffen Wigger, Andreas Lambertz, S W M Olde Damink, Christian S Bruells

Source: BMJ Open, Vol 11, Iss 11 (2021)

Subject Terms: Medicine

File Description: electronic resource

Relation: https://bmjopen.bmj.com/content/11/11/e053148.full; https://doaj.org/toc/2044-6055

Access URL: https://doaj.org/article/54f8259687fc4d638946b65a89251929

Algorithmic surveillance of ICU patients with acute respiratory distress syndrome (ASIC): protocol for a multicentre stepped-wedge cluster randomised quality improvement strategy

Authors: Stefan Kluge, Gernot Marx, Christian Putensen, Danny Ammon, Silke Haferkamp, Saskia Deffge, Thomas Wendt, Daniel Tiller, André Scherag, Philipp Simon, Johannes Bickenbach, Sebastian Johannes Fritsch, Julian Benedict Kunze, Oliver Maassen, Jennifer Kistermann, Irina Lutz, Nora Kristiana Voellm, Volker Lowitsch, Richard Polzin, Konstantin Sharafutdinov, Hannah Mayer, Lars Kuepfer, Rolf Burghaus, Walter Schmitt, Joerg Lippert, Morris Riedel, Chadi Barakat, André Stollenwerk, Simon Fonck, Sven Zenker, Felix Erdfelder, Daniel Grigutsch, Rainer Kram, Susanne Beyer, Knut Kampe, Jan Erik Gewehr, Friederike Salman, Patrick Juers, Emilia Wisotzki, Sebastian Gross, Lorenz Homeister, Frank Bloos, Susanne Mueller, Julia Palm, Nora Jahn, Markus Loeffler, Tobias Schuerholz, Petra Groeber, Andreas Schuppert

Source: BMJ Open, Vol 11, Iss 4 (2021)

Subject Terms: Medicine

File Description: electronic resource

Relation: https://bmjopen.bmj.com/content/11/4/e045589.full; https://doaj.org/toc/2044-6055

Access URL: https://doaj.org/article/16921f71636846b9984cf353bd67fb35

Orientation-Controlled Electrocatalytic Efficiency of an Adsorbed Oxygen-Tolerant Hydrogenase.

Authors: Nina Heidary, Tillmann Utesch, Maximilian Zerball, Marius Horch, Diego Millo, Johannes Fritsch, Oliver Lenz, Regine von Klitzing, Peter Hildebrandt, Anna Fischer, Maria Andrea Mroginski, Ingo Zebger

Source: PLoS ONE, Vol 10, Iss 11, p e0143101 (2015)

Subject Terms: Medicine, Science

File Description: electronic resource

Relation: http://europepmc.org/articles/PMC4651547?pdf=render; https://doaj.org/toc/1932-6203

Access URL: https://doaj.org/article/a3c00aadc1d04a1792fc41eb312d5d37

Resonance Raman Spectroscopic Analysis of the [NiFe]Active Site and the Proximal [4Fe-3S] Cluster of an O2-TolerantMembrane-Bound Hydrogenase in the Crystalline State.

Authors: Elisabeth Siebert¹, Yvonne Rippers¹, Stefan Frielingsdorf¹, Johannes Fritsch¹, Andrea Schmidt¹, Jacqueline Kalms¹, Sagie Katz¹, Oliver Lenz¹, Patrick Scheerer¹, Lars Paasche¹, Vladimir Pelmenschikov¹, Uwe Kuhlmann¹, Maria Andrea Mroginski¹, Ingo Zebger¹, Peter Hildebrandt¹

Source: Journal of Physical Chemistry B; Oct2015, Vol. 119 Issue 43, p13785-13796, 12p

Disputatio Iuridica, De Querela Non Numeratae Pecuniae

Authors: Caspar Bitsch, Johannes Fritsch

Source: VD 17, 7:640176E https://gso.gbv.de/DB=1.28/CMD?ACT=SRCHA&IKT=8002&TRM=%277:640176E%27

Subject Terms: disertace

Subject Geographic: Štrasburk

Time: 1632

File Description: codex

Availability: http://www.manuscriptorium.com/apps/index.php?direct=record&pid=NKCR__-NKCR__FVI000095ADL2728B89-cs