Hi there! I am Nicolai and I lead a research group on biosignal processing within the Department of Medical Informatics (University Medical Center Göttingen).
From 2020 to 2022 I was Postdoc at the Peter L. Reichertz Institute for Medical Informatics (TU Braunschweig & Hannover Medical School) in the group of Prof. Dr. Thomas M. Deserno. Before that I was PhD student at the Erwin L. Hahn Institute for Magnetic Resonance Imaging (University Duisburg-Essen) under supervision of Prof. Dr. Mark E. Ladd (German Cancer Research Center).
My research interest lies in signal processing with a focus on applications from biomedical engineering and medical informatics. On this page you will find some information regarding my research and teaching. Contact me right away if you are interested in collaboration, you want to write a thesis under my supervision, or you are interested in undergoing an internship!
10/2022: 👨👨 Double trouble incoming - two Philips joined my group at UMG. Philip Zaschke will start his research internship and Philip Gemke, former TUBS M.Sc. student, starts his quest towards a Ph.D. A warm welcome and all the best! Here and here are reports of our joint GMDS/DGBMT session. Slides can be found on the GMDS website. Furthermore, our podcast on biosignals already reached 16 episodes and is now finally available on Spotify. Additionally, the proceedings of GeCon 2022 that I overlooked as TPC chair were recently published on IEEE Xplore. On the research side, we summarized our works towards XAI in ECG in a paper with the preprint being available on Arxiv. Enjoy!
09/2022: 👨🏫 Thank you for your trust! Starting January 2023 I will serve as YP representative in the IEEE EMBS AdCom (report). Furthermore, Karin, Sebastian, and me have been re-elected as speakers of the DGBMT Technical Committee Biosignals - thank you! September was very busy with conferences, my group attended CinC, the DZHK retreat, the 3rd Infinity, and the BMT 2022. Our session on risk prediction in cardiovascular disease in Innsbruck was very well received (slides + pictures). We will continue on 20.10. 17:30 online! Last but definitely not least, teaching will start next month! I am looking forward to offer a lecture on biosignal processing within the Göttingen University Computer Science & Data Science B.Sc. degrees.
08/2022: 🚆 The team is growing: Tabea joined and will work towards physiological networks. A warm welcome! August was very busy for the group: We joined the Workshop Biosignals in Dresden which was a wonderful experience (report & pictures). Theresa presented our works on XAI of ECG Classification with deep learning models and Philip proposed his work for early MI detection in ECGs. On wednesday (31.08.) I will introduce our work within the Oberseminar Summer-Series - feel free to join! Next week, we will present our results on the George B. Moody challenge at CinC 2022. See you in Tampere!
07/2022: 🌊 My group just returned from ISINP-3 - what a great experience (Group Picture)! Furthermore, I am happy to announce that I will present the current state of our work on XAI for ECG classification at the Young DZHK retreat in Postdam and I am honored to give a keynote at the Workshop Biosignals in Dresden. Unfortunately, our session at the GMDS annual meeting has to be delayed; further updates coming soon.
06/2022: 🎓 Our team at UMG is growing: a warm welcome, Ennio starting as Postdoc and Susann writing her HAWK M.Eng thesis! Looking forward on the collaboration! Philips and Theresas works have been accepted as talks at the Workshop Biosignals and Philips CinC abstract for the George B. Moody Challenge was accepted - congratulations! Do you live nearby Göttingen? Consider to join our booth at the 5th science night on Juli 09th.
05/2022: 📝 Viktor finished his M.Sc. thesis - congratulations and all the best for your future! Two works have been published recently: i) The vision of a decision- and workflow support system for non-invasive ventilation together with colleagues from University Hospital Aachen and Philips Innovative Technologies Aachen, and ii) a systematic review of camera-based vital sign monitoring together with colleagues from TU Braunschweig, IIT Madras and RWTH Aachen. Works now available: Ther Adv Chronic Dis, Sensors
04/2022: 🌊 April was busy with the preparation of upcoming conferences. If you are interested in research groups working in the field of data science in Göttingen please join the free MI Oberseminar Summer-Series - great speakers are invited! I will introduce my group on August 31st. Another great event is coming up with the International Summer Institute on Network Physiology - hope to meet you there. The deadline of the Workshop Biosignale has been extended until the 27th - hurry!Works now available: SPIE 2022 I, II
03/2022: 🎓 Congratulations to Philipp for sucessfully defending his B.Sc. thesis on stress detection in PPG signals! Philip started his M.Sc. thesis and will take part in the George B. Moody PhysioNet Challenge 2022 - good luck! Moreover, congratulations to Arne for being first author of our just accepted IEEE EMBC 2022 contribution and to my old team of the 5G Lab for reaching the final round of the BMWI Innovation Price. Apart from that, I am proud being part of the Young DZHK from now on!
02/2022: 🚀 With one eye weeping and one eye laughing I left Braunschweig and moved to Göttingen. I left behind a great team but I am looking forward for the new opportunity! More news: Similar to last year we organize joint sessions at the GMDS and DGBMT annual meetings in Kiel and Innbruck, more information will follow soon. Additionally, the date for the Workshop Biosignals 2022 in Dresden has been defined: 24.-26.08. Looking forward to meet many colleagues in person at all three meetings.
01/2022: 🐣 The new year brings new opportunities! Beginning March 1st I will establish a junior research group within the Department of Medical Informatics at the University Medical Center Göttingen. Stay tuned!
12/2021: 🎓 Congratulations to Carolin for finishing her thesis and receiving her B.Sc. degree! Philipp and Asma Linda both started their B.Sc. theses - good luck! Did you know there are already 4 episodes of our podcast "Signals for Life" available? Works now available: EMBC 2021 I, II, III, CDBME 2021
11/2021: 🎓 Congratulations to Arne, Valentin, and Marvin defending their works and receiving their well-deserved degrees! Arne and Valentin stay with the group while Marvin takes his leave into industry. Shrikant finished his research internship sucessfully. Good luck in your future endeavors! Additionally, Viktor started his M.Sc. thesis within the DigiStrucMed focusing on Digital Pathology. Works now available: ISPA 2021 I II
10/2021: 🔊 October was busy for the students in our team with Arne, Carolin, Marvin, and Valentin submitting their theses. Additionally, I am proud to announce the new podcast "Signals for Life" that we as DGBMT technical comitte Biosignals established. A new episode will be released every two weeks, enjoy listening! Apart from that, we started with lectures being given in presence this semester which I look forward to.
09/2021: 🏆 I am deeply honoured for receiving the Johann Peter Süßmilch-Medaille at this year's GMDS conference. Furthermore, our submission to MEDINFO 2021 received the 3rd place best paper award. Last week, I attended the DGBMT conference and it was very nice to meet colleagues and friends again. Additionally, the transfer of our 5G-related research to products has started which makes us proud.
08/2021: 👨🎓 Benedikt and Jan joined the team, a warm welcome! Furthermore, our joint GMDS/DGBMT workshop miniseries was accepted at both annual meetings. Please join us, we have a great line-up of speakers! Furthermore, I am honoured being selected for the class 2021 of the IEEE Volunteer Leadership Training Program (VoLT) and our joint submission together with Prof. Gong was accepted for the upcoming MEDINFO.
07/2021: 📝 Three submissions to the IEEE EMBC 2021 (incl. collaborations with colleagues from the Mobile Radio Systems Group and Institute for Automotive Engineering) and two submissions to the ISISPA 2021 were accepted. Furthermore, I am proud being selected as member of the Methods of Information in Medicine student editorial board. Work now available: PLoS ONE (Congratulations on your first journal paper, Joana!)
06/2021: 👨🎓 I am proud being selected as trainee in the Next Stop Prof program. Moreover, I am pleased to announce my participation in an invited session organized by Péter in this year's Asilomar conference. Congratulations to Willi and Calvin for having sucessfully submitted results of their thesis to the DGBMT conference. Furthermore, Carolin (B.Sc. student) joined the team and started her thesis.
05/2021: 🎓 Congratulations to Calvin (M.Sc. student) for successfully defending his thesis! Markus (student assistant) finished his studies and leaves us to industry. All the best! Mitali and Shrikant joined for a 3-month research internships and Luca joined as student assistant. A warmly welcome! Work now available: MIE 2021
04/2021: 🛠️ We prepared contributions for the upcoming DGBMT and GMDS annual conferences. Furthermore, we organized a joint student project together with Jorge from TU Berlin. Work now available: Methods Inf Med
03/2021: 🎓 The times they are a-changin'. Sophia (M.Sc. student), Christian (M.Sc. student), and Malte (student assistant) finished their studies this month. I heartily congratulate you and wish you all the best for your new endeavors! Furthermore, I welcome Marvin (M.Sc. student) as a new team member.
02/2021: 🎓 Welcome to the team, Willi (B.Sc. student) and congratulations to freshly graduated "Master of Science" Daniel to his graduation and our joint paper that has been accepted at MIE2021 conference. Works now available: SPIE 2021 I, II
01/2021: 🗳️ I am honoured being appointed member of the IEEE Germany Executive Committee responsible for university relations and treasurer of the Engineering in Medicine and Biology Society German Chapter. Work now available: MDPI Sensors
12/2020: 🎓 Big congratulations to Robin for successfully defending his B.Sc. thesis! In other news, I am grateful for being elected as deputy speaker of the technical comittee "Biosignals" of the German Society for Biomedical Engineering (DGBMT).
11/2020: 📝 Welcome to the team, Malte (student assistant) and Calvin (M.Sc. student)! Furthermore, my dissertation entitled Time-frequency analysis of optical and electrical cardiac signals with applications in ultra-high-field MRI is now publicly available.
10/2020: 📝 Congratulations to Mohammad Taufeeque and Samad Koita from IIT Bombay who I supervised in a (virtual) summer internship. The results of their work have been accepted as a talk at the SPIE Medical Imaging 2021 conference. Furthermore, there is a nice short portrait of my trainee Madlen in the TU BS magazine
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