Philipp Gruening

ORCID: 0000-0003-2946-4020
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About
Contact & Profiles
Research Areas
  • Voice and Speech Disorders
  • Respiratory and Cough-Related Research
  • Advanced Neural Network Applications
  • Image Processing Techniques and Applications
  • Phonocardiography and Auscultation Techniques
  • AI in cancer detection
  • Photoacoustic and Ultrasonic Imaging
  • Medical Image Segmentation Techniques
  • Cell Image Analysis Techniques
  • Asthma and respiratory diseases

University of Lübeck
2019-2023

Generalized nucleus segmentation techniques can contribute greatly to reducing the time develop and validate visual biomarkers for new digital pathology datasets. We summarize results of MoNuSeg 2018 Challenge whose objective was generalizable nuclei in pathology. The challenge an official satellite event MICCAI conference which 32 teams with more than 80 participants from geographically diverse institutes participated. Contestants were given a training set 30 images seven organs annotations...

10.1109/tmi.2019.2947628 article EN IEEE Transactions on Medical Imaging 2019-10-23

Background Primary care is known to be one of the most complex health settings because high number theoretically possible diagnoses. Therefore, process clinical decision-making in primary includes analytical and nonanalytical factors such as gut feelings dealing with uncertainties. Artificial intelligence also mandated offer support finding valid Nevertheless, translate some aspects what occurs during a consultation into machine-based diagnostic algorithm, probabilities for underlying...

10.2196/46929 article EN cc-by Journal of Medical Internet Research 2023-12-14

<sec> <title>BACKGROUND</title> Primary care is known to be one of the most complex health settings because high number theoretically possible diagnoses. Therefore, process clinical decision-making in primary includes analytical and nonanalytical factors such as gut feelings dealing with uncertainties. Artificial intelligence also mandated offer support finding valid Nevertheless, translate some aspects what occurs during a consultation into machine-based diagnostic algorithm, probabilities...

10.2196/preprints.46929 preprint EN 2023-03-06
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