- Know your sensORs - A Modality Study For Surgical Action Classification. arXiv preprint arXiv:2203.08674, 2022 more…
- 4D-OR: Semantic Scene Graphs for OR Domain Modeling. arXiv preprint arXiv:2203.11937, 2022 more…
- 4D-OR: Semantic Scene Graphs for OR Domain Modeling. In: Lecture Notes in Computer Science. Springer Nature Switzerland, 2022 more…
- 4D-OR: Semantic Scene Graphs for OR Domain Modeling. MICCAI (8) (Lecture Notes in Computer Science), Springer, 2022 more…
- AI for Doctors—A Course to Educate Medical Professionals in Artificial Intelligence for Medical Imaging. Healthcare 9 (10), 2021, 1278 more…
- OperA: Attention-Regularized Transformers for Surgical Phase Recognition. arXiv preprint arXiv:2103.03873, 2021 more…
- Longitudinal Quantitative Assessment of COVID-19 Infection Progression from Chest CTs. arXiv preprint arXiv:2103.07240, 2021 more…
- TeCNO: Surgical Phase Recognition with Multi-stage Temporal Convolutional Networks. In: Medical Image Computing and Computer Assisted Intervention – MICCAI 2020. Springer International Publishing, 2020 more…
- TeCNO: Surgical Phase Recognition with Multi-Stage Temporal Convolutional Networks. CoRR abs/2003.10751, 2020 more…
Tobias Czempiel
M.Sc. Tobias Czempiel
Informatics 16 - Chair of Computer Aided Medical Procedures (Prof. Navab)
Postal address
Postal:
Boltzmannstr. 3
85748 Garching b. München
- Phone: +49 (89) 289 - 19403
- Room: 5613.03.009B
- Homepage
- tobias.czempiel@tum.de
Research Interests
- Deep Learning for Medical Applications & Imaging - Demo
- Time Series Prediction (Recurrent Neural Networks, Temporal Neural Networks, Transformer, ...)
- Surgical Data Science & Surgical Workflow Recognition
Curriculum Vitae
- 03/2019 - current: PhD Student at CAMP Chair, TUM
- 10/2016 - 03/2019: MSc Biomedical Computing, TUM
- 10/2012 - 03/2016: BSc Medical Informatics, Reutlingen University
Complete CV available on linkedIn
Publications
Google Scholar link
Teaching
Winter term 2022/23
| Title | Dates | Type | Duration | Lecturer (assistant) |
|---|---|---|---|---|
| Computer Science for Medical Students |  | VO | 2 |
Student Projects
Feel free to contact me if your interested in a IDP, Guided Research, Clicial Application Project or Thesis (MA, BA)
2022:
| Type IDP CAP IDP MA | Status Running Running Running Running | Title Reidentification in the OR Desinging Demos for Deep Learning Applications Hierachical Object and Human Scene Understanding Clustering of Genetic Variants | Student Ana-Maria Lacatusu Hui Cheng Nicolas Gossard Anna Tröbs |
2021:
| Type MA BA MA IDP | Status Finished Finished Finished Finished | Title Surgical Workflow Analysis under Limited Annotation CholecTriplet2021: Surgical Action Triplet Recognition Challenge MICCAI 2021 Utilizing longitudinal data for COVID-19 segmentation longitudinal depth map correction from noisy sensor data | Student Fernando Benito Abad Finn Gaida Coco rogers Ahmad Ebid |