Zentrum für Künstliche Intelligenz Lübeck (ZKIL)

Publikationen

Publikationen pro Jahr 2017 2020 2021 2022 2023 2025

• 762 Scopus-Zitationen
• 118 Zeitschriftenaufsätze
• 86 Konferenzbeitrag
• 37 Konferenzpapiere
• 10 Kapitel
• 24 Mehr
  • 6 Leitartikel
  • 3 Anthologien
  • 3 Konferenzbände und -dokumentationen
  • 2 Bücher
  • 2 Abstracts
  • 2 Kommentare/Debatten
  • 2 Dissertationen
  • 1 Poster
  • 1 Konferenzaufsätze in Fachzeitschriften
  • 1 Artikel
  • 1 Vorabpublikation

Publikationen pro Jahr

Publikationen pro Jahr

Suchergebnisse

• 2024

  An Educational App for the Selection of Blood Glucose Meters: A Cross-Sectional Study

  Doniec, R. J., Krzepina, T., Sieciński, S., Irshad, M. T. & Grzegorzek, M., 19.12.2024, in: Current Directions in Biomedical Engineering. 10, 4, S. 204-205

  Publikation: Beiträge in Fachzeitschriften › Zeitschriftenaufsätze › Forschung › Begutachtung

  • Cross-Sectional Study 100%
  • Non Insulin Dependent Diabetes Mellitus 50%

• An Experimental and Clinical Physiological Signal Dataset for Automated Pain Recognition

  Gouverneur, P., Badura, A., Li, F., Bieńkowska, M., Luebke, L., Adamczyk, W. M., Szikszay, T. M., Myśliwiec, A., Luedtke, K., Grzegorzek, M. & Piętka, E., 27.09.2024, in: Scientific Data. 11, 1, S. 1051 1051.

  Publikation: Beiträge in Fachzeitschriften › Zeitschriftenaufsätze › Forschung › Begutachtung

  • Learning System 100%
  • Machine Learning 100%
  • Physiological Signal 100%
  • Gold Standard 50%
  • Physiological Sensor 50%

• Artificial Intelligence in Fluorescence Lifetime Imaging Ophthalmoscopy (FLIO) Data Analysis—Toward Retinal Metabolic Diagnostics

  Thiemann, N., Sonntag, S. R., Kreikenbohm, M., Böhmerle, G., Stagge, J., Grisanti, S., Martinetz, T. & Miura, Y., 16.02.2024, in: Diagnostics. 14, 4, S. 431 431.

  Publikation: Beiträge in Fachzeitschriften › Zeitschriftenaufsätze › Forschung › Begutachtung

  • Lifespan 100%
  • Ophthalmoscopy 100%
  • Metabolic 100%
  • Fluorescence Lifetime 100%
  • Smoking 57%

• Automated Video-Based Approach for the Diagnosis of Tourette Syndrome

  Schappert, R., Verrel, J., Brügge, N. S., Li, F., Paulus, T., Becker, L., Bäumer, T., Beste, C., Roessner, V., Fudickar, S. & Münchau, A., 09.2024, in: Movement Disorders Clinical Practice. 11, 9, S. 1136-1140 5 S.

  Publikation: Beiträge in Fachzeitschriften › Zeitschriftenaufsätze › Forschung › Begutachtung

  • Gilles De La Tourette Syndrome 100%
  • Quantitative Technique 100%
  • Tourette Syndrome 100%

• Bare-Metal Stent Tracking with Magnetic Particle Imaging

  Wegner, F., Friedrich, T., Wattenberg, M., Ackers, J., Sieren, M. M., Kloeckner, R., Barkhausen, J., Buzug, T. M., Graeser, M. & von Gladiss, A., 2024, in: International Journal of Nanomedicine. 19, S. 2137-2148 12 S.

  Publikation: Beiträge in Fachzeitschriften › Zeitschriftenaufsätze › Forschung › Begutachtung

  • Mean Absolute Error 100%
  • Bare Metal Stent 100%
  • Medical Instrument 100%
  • Magnetometry 100%
  • Particle Imaging 100%

• Cardiovascular Disease Preliminary Diagnosis Application Using SQL Queries: Filling Diagnostic Gaps in Resource-Constrained Environments

  Doniec, R., Berepiki, E. O., Piaseczna, N., Sieciński, S., Piet, A., Irshad, M. T., Tkacz, E. J., Grzegorzek, M. & Glinkowski, W. M., 05.02.2024, in: Applied Sciences (Switzerland). 14, 3, S. 1320 1320.

  Publikation: Beiträge in Fachzeitschriften › Zeitschriftenaufsätze › Forschung › Begutachtung

  • Ontology 100%
  • Structured Query Language 100%
  • Constrained Environment 100%
  • Diagnostic Accuracy 100%
  • Counseling 100%

• Disease Course and Pulmonary Involvement of COVID-19 during the Delta Variant Period in Germany: A Comparative Study of Vaccinated and Unvaccinated Patients at a Tertiary Hospital

  The Racoon Study Group, 2024, in: Current Medical Imaging. 20, e15734056282920.

  Publikation: Beiträge in Fachzeitschriften › Zeitschriftenaufsätze › Forschung › Begutachtung

  • Computer Assisted Tomography 100%
  • Disease Course 100%
  • COVID-19 100%
  • Intensive Care 33%
  • Lung 33%

• Driving Reality vs. Simulator: Data Distinctions

  Piaseczna, N., Doniec, R. J., Sieciński, S., Barańska, K., Jędrychowski, M. & Grzegorzek, M., 10.07.2024, in: Electronics (Switzerland). 13, 14, 2708.

  Publikation: Beiträge in Fachzeitschriften › Zeitschriftenaufsätze › Forschung › Begutachtung

  • Automotives 100%
  • Network Model 100%
  • Technological Advancement 100%
  • Driver State 100%
  • Intelligent Transportation System 100%

• Linear classification of healthy people and patients with valvular heart diseases based on heart rate variability indices derived from electrocardiograms

  Sieciński, S., Doniec, R. J. & Grzegorzek, M., 19.12.2024, in: Current Directions in Biomedical Engineering. 10, 4, S. 587-590

  Publikation: Beiträge in Fachzeitschriften › Zeitschriftenaufsätze › Forschung › Begutachtung

  • Normal Human 100%
  • Valvular Heart Disease 100%
  • Heart Rate Variability 100%
  • Linear Models 100%
  • Support Vector Machine 50%

• Machine Learning-Based Gesture Recognition Glove: Design and Implementation

  Filipowska, A., Filipowski, W., Raif, P., Pieniążek, M., Bodak, J., Ferst, P., Pilarski, K., Sieciński, S., Doniec, R. J., Mieszczanin, J., Skwarek, E., Bryzik, K., Henkel, M. & Grzegorzek, M., 23.09.2024, in: Sensors (Basel, Switzerland). 24, 18, S. 6157 1 S., 18.

  Publikation: Beiträge in Fachzeitschriften › Zeitschriftenaufsätze › Forschung › Begutachtung

  • Learning System 100%
  • Machine Learning 100%
  • Neural Network 100%
  • Classification Accuracy 25%
  • Convolutional Neural Network 25%

• Motivation and success factors in radiological research in Germany - Results of a survey by the Methodology and Research Working Group of the German Radiological Society

  Titel in Übersetzung: Motivation und Erfolgsfaktoren in der radiologischen Forschung in Deutschland Ergebnisse einer Umfrage der AG Methodik und ForschungWegner, F., Heinrichs, H., Stahlmann, K., Molwitz, I., Keller-Yamamura, S., Kloeckner, R., Barkhausen, J., Bäuerle, T., Cyran, C. C., Dietzel, M., Eisenblätter, M., Hilger, I., Jung, C., Schick, F., Kiessling, F. & Bannas, P., 2024, in: RoFo Fortschritte auf dem Gebiet der Rontgenstrahlen und der Bildgebenden Verfahren.

  Publikation: Beiträge in Fachzeitschriften › Zeitschriftenaufsätze › Forschung › Begutachtung

  • Working Group 100%
  • Occupational Career 100%
  • Work-Life Balance 66%
  • Online Survey 33%
  • Career Success 33%

• Pattern Recognition in the Processing of Electromyographic Signals for Selected Expressions of Polish Sign Language

  Filipowska, A., Filipowski, W., Mieszczanin, J., Bryzik, K., Henkel, M., Skwarek, E., Raif, P., Sieciński, S., Doniec, R. J., Mika, B., Bodak, J., Ferst, P., Pieniążek, M., Pilarski, K. & Grzegorzek, M., 18.10.2024, in: Sensors (Switzerland). 24, 18, 6710.

  Publikation: Beiträge in Fachzeitschriften › Zeitschriftenaufsätze › Forschung › Begutachtung

  • Electromyography 100%
  • Gesture 100%
  • Sign Language 100%
  • Pattern Recognition 100%
  • Neural Network 66%

• Positionspapier zur Implementierung eines nationalen organisierten Programms in Deutschland zur Früherkennung von Lungenkrebs in Risikopopulationen mittels Low-dose-CT-Screening inklusive Management von abklärungsbedürftigen Screeningbefunden

  Vogel-Claussen, J., Blum, T. G., Andreas, S., Bauer, T. T., Barkhausen, J., Harth, V., Kauczor, H. U., Pankow, W., Welcker, K., Kaaks, R. & Hoffmann, H., 02.2024, in: RoFo Fortschritte auf dem Gebiet der Rontgenstrahlen und der Bildgebenden Verfahren. 196, 2, S. 134-153 20 S.

  Publikation: Beiträge in Fachzeitschriften › Zeitschriftenaufsätze › Forschung › Begutachtung

  • Low Drug Dose 100%
  • Lung Cancer 100%
  • Population Risk 100%
  • High Risk Population 16%
  • 4 Iodo 2,5 Dimethoxyamphetamine 16%

• Positionspapier zur Implementierung eines nationalen organisierten Programms in Deutschland zur Früherkennung von Lungenkrebs in Risikopopulationen mittels Low-dose-CT-Screening inklusive Management von abklärungsbedürftigen Screeningbefunden

  Blum, T. G., Vogel-Claussen, J., Andreas, S., Bauer, T. T., Barkhausen, J., Harth, V., Kauczor, H. U., Pankow, W., Welcker, K., Kaaks, R. & Hoffmann, H., 16.01.2024, in: Pneumologie. 78, 1, S. 15-34 20 S.

  Publikation: Beiträge in Fachzeitschriften › Zeitschriftenaufsätze › Forschung › Begutachtung

  • Low Drug Dose 100%
  • Lung Cancer 100%
  • Population Risk 100%
  • Lung Cancer Screening 20%

• Positionspapier zur Implementierung eines nationalen organisierten Programms in Deutschland zur Früherkennung von Lungenkrebs in Risikopopulationen mittels Low-Dose-CT-Screening inklusive Management von abklärungsbedürftigen Screening-Befunden

  Hoffmann, H., Kaaks, R., Andreas, S., Bauer, T. T., Barkhausen, J., Harth, V., Kauczor, H. U., Pankow, W., Welcker, K., Vogel-Claussen, J. & Blum, T. G., 02.2024, in: Zentralblatt fur Chirurgie - Zeitschrift fur Allgemeine, Viszeral- und Gefasschirurgie. 149, 1, S. 96-115 20 S.

  Publikation: Beiträge in Fachzeitschriften › Zeitschriftenaufsätze › Forschung › Begutachtung

  • Low Drug Dose 100%
  • Lung Cancer 100%
  • Population Risk 100%
  • Lung Cancer Screening 20%

• Possible mechanisms to improve sleep spindles via closed loop stimulation during slow wave sleep: A computational study

  Mushtaq, M., Marshall, L., ul Haq, R. & Martinetz, T., 06.2024, in: PLoS ONE. 19, 6 June, e0306218.

  Publikation: Beiträge in Fachzeitschriften › Zeitschriftenaufsätze › Forschung › Begutachtung

  • Slow-Wave Sleep 100%
  • Sleep Spindle 100%
  • Non-Rapid Eye Movement Sleep 25%
  • Memory Consolidation 25%
  • Synaptic Plasticity 25%

• Signal quality evaluation of single-channel respiratory sEMG recordings

  Sauer, J., Siebert, M., Boudnik, L., Carbon, N. M., Walterspacher, S. & Rostalski, P., 01.2024, in: Biomedical Signal Processing and Control. 87, Part B, S. 105414 1 S., Part B.

  Publikation: Beiträge in Fachzeitschriften › Zeitschriftenaufsätze › Forschung › Begutachtung

  • Signal Quality 100%
  • Neural Network 100%
  • Motion Artifact 33%
  • Signal Component 33%
  • Disturbance Model 33%

• Survival analysis for lung cancer patients: A comparison of Cox regression and machine learning models

  Germer, S. & AI-CARE Working Group, 11.2024, in: International Journal of Medical Informatics. 191, S. 105607 1 S., 105607.

  Publikation: Beiträge in Fachzeitschriften › Zeitschriftenaufsätze › Forschung › Begutachtung

  • Proportional Hazards Model 100%
  • Lung Cancer 100%
  • Cancer Registry 100%
  • Lung 100%
  • Cancer Control 50%

• The detection of alcohol intoxication using electrooculography signals from smart glasses and machine learning techniques

  Doniec, R., Piaseczna, N., Duraj, K., Sieciński, S., Irshad, M. T., Karpiel, I., Urzeniczok, M., Huang, X., Piet, A., Nisar, M. A. & Grzegorzek, M., 30.01.2024, in: Systems and Soft Computing. 6, 6, S. 200078 200078.

  Publikation: Beiträge in Fachzeitschriften › Zeitschriftenaufsätze › Forschung › Begutachtung

  • Alcohol Intoxication 100%
  • Learning System 33%
  • Machine Learning Algorithm 33%
  • Machine Learning 33%
  • Driving Simulator 33%
• 2023

  A Finite State Automaton for Green Data Validation in a Real-World Smart Manufacturing Environment with Special Regard to Time-Outs and Overtaking

  Paasche, S. & Groppe, S., 11.2023, in: Future Internet. 15, 11, 349.

  Publikation: Beiträge in Fachzeitschriften › Zeitschriftenaufsätze › Forschung › Begutachtung

  • Energy Consumption 100%
  • Automaton 100%
  • State Automaton 100%
  • Smart Manufacturing 100%
  • Quality Data 100%

• Anatomy-guided domain adaptation for 3D in-bed human pose estimation

  Bigalke, A., Hansen, L., Diesel, J., Hennigs, C., Rostalski, P. & Heinrich, M. P., 10.2023, in: Medical Image Analysis. 89, 102887.

  Publikation: Beiträge in Fachzeitschriften › Zeitschriftenaufsätze › Forschung › Begutachtung

  • Pose Estimation 100%
  • Domain Adaptation 100%
  • Training Data 25%
  • Monitoring System 25%
  • Baseline Model 25%
  1 Zitat (Scopus)

• Chaos analysis of the cortical boundary for the recognition of psychosis

  Korda, A. I., Andreou, C., Avram, M., Frisman, M., Aliqadri, M., Riecher-Rössler, A., Handels, H., Martinetz, T. & Borgwardt, S., 2023, in: Journal of Psychiatry and Neuroscience. 48, 2, S. E135-E142

  Publikation: Beiträge in Fachzeitschriften › Zeitschriftenaufsätze › Forschung › Begutachtung

  • Magnetic Resonance Imaging 100%
  • Gray Matter 100%
  • Psychosis 66%

• Efficient Coding in Human Vision as a Useful Bias in Computer Vision and Machine Learning

  Grüning, P. & Barth, E., 01.09.2023, in: Journal of Perceptual Imaging. 6, 0, S. 1-10 10 S.

  Publikation: Beiträge in Fachzeitschriften › Zeitschriftenaufsätze › Forschung › Begutachtung

• Explainable Artificial Intelligence (XAI) in Pain Research: Understanding the Role of Electrodermal Activity for Automated Pain Recognition

  Gouverneur, P., Li, F., Shirahama, K., Luebke, L., Adamczyk, W. M., Szikszay, T. M., Luedtke, K. & Grzegorzek, M., 02.2023, in: Sensors. 23, 4, 1959.

  Publikation: Beiträge in Fachzeitschriften › Zeitschriftenaufsätze › Forschung › Begutachtung

  • Deep Learning Model 100%
  • Explainable Artificial Intelligence 100%
  • Deep Learning Method 100%
  • Artificial Intelligence 100%
  • Neural Network 100%
  4 Zitate (Scopus)

• Hybrid CPU/GPU/APU accelerated query, insert, update and erase operations in hash tables with string keys.

  Groth, T., Groppe, S., Pionteck, T., Valdiek, F. & Koppehel, M., 10.2023, in: Knowl. Inf. Syst.. 65, 10, S. 4359-4377 19 S., 10.

  Publikation: Beiträge in Fachzeitschriften › Zeitschriftenaufsätze › Forschung › Begutachtung

  • Graphics Processing Unit 100%
  • Insert Operation 100%
  • Erase Operation 100%
  • Speed-up 16%
  • Data Structure 16%

• Influence of Video-Preprocessing on Deep Learning-based Surgical Skill Assessment

  Wolf, G., Geck, P. A., Hagenah, J., Maennel, G., Keck, T., Rostalski, P., Ipsen, S. & Keck, T., 01.09.2023, in: Current Directions in Biomedical Engineering. 9, 1, S. 21-24 4 S.

  Publikation: Beiträge in Fachzeitschriften › Zeitschriftenaufsätze › Forschung › Begutachtung

  • Skill Assessment 100%
  • Deep Learning Method 100%
  • Network Architecture 20%
  • Preprocessing Step 20%
  • Preprocessing Module 20%

• Medical Imaging Decision And Support (MIDAS): Study protocol for a multi-centre cluster randomized trial evaluating the ESR iGuide

  Dijk, S. W., Kroencke, T., Wollny, C., Barkhausen, J., Jansen, O., Halfmann, M. C., Rizopoulos, D. & Hunink, M. G. M., 12.2023, in: Contemporary Clinical Trials. 135, 107384.

  Publikation: Beiträge in Fachzeitschriften › Zeitschriftenaufsätze › Forschung › Begutachtung

  • Cluster Randomized Trial 100%
  • Clinical Decision Support System 100%
  • Behavior (Neuroscience) 100%
  • Health Care Cost 66%
  • Patient Referral 33%

• Model-Based Estimation of Inspiratory Effort Using Surface EMG

  Grashoff, J., Petersen, E., Walterspacher, S. & Rostalski, P., 01.01.2023, in: IEEE Transactions on Biomedical Engineering. 70, 1, S. 247-258 12 S., 1.

  Publikation: Beiträge in Fachzeitschriften › Zeitschriftenaufsätze › Forschung › Begutachtung

  • Lung 100%
  • Artificial Respiration 100%
  • Assisted Ventilation 100%
  • Respiratory Muscle 100%
  • Electromyogram 100%
  1 Zitat (Scopus)

• Objective Measurement of Subjective Pain Perception with Autonomic Body Reactions in Healthy Subjects and Chronic Back Pain Patients: An Experimental Heat Pain Study

  Luebke, L., Gouverneur, P., Szikszay, T. M., Adamczyk, W. M., Luedtke, K. & Grzegorzek, M., 10.2023, in: Sensors. 23, 19, 8231.

  Publikation: Beiträge in Fachzeitschriften › Zeitschriftenaufsätze › Forschung › Begutachtung

  • Healthy Subject 100%
  • Nociception 100%
  • Pain Studies 100%
  • Physiological Response 50%
  • Learning System 25%

• Opportunities for Quantum Acceleration of Databases: Optimization of Queries and Transaction Schedules.

  Çalikyilmaz, U., Groppe, S., Groppe, J., Winker, T., Prestel, S., Shagieva, F., Arya, D., Preis, F. & Gruenwald, L., 2023, in: Proc. VLDB Endow.. 16, 9, S. 2344-2353 10 S., 9.

  Publikation: Beiträge in Fachzeitschriften › Zeitschriftenaufsätze › Forschung › Begutachtung

• Optimizing sleep staging on multimodal time series: Leveraging borderline synthetic minority oversampling technique and supervised convolutional contrastive learning

  Huang, X., Schmelter, F., Irshad, M. T., Piet, A., Nisar, M. A., Sina, C. & Grzegorzek, M., 11.2023, in: Computers in Biology and Medicine. 166, 107501.

  Publikation: Beiträge in Fachzeitschriften › Zeitschriftenaufsätze › Forschung › Begutachtung

  • Contrastive Learning 100%
  • Loss Function 100%
  • Sleep Studies 100%
  • Wellbeing 50%
  • Metabolic Pathway 50%

• Radiosurgery for ventricular tachycardia (RAVENTA): interim analysis of a multicenter multiplatform feasibility trial

  Krug, D., Zaman, A., Eidinger, L., Grehn, M., Boda-Heggemann, J., Rudic, B., Mehrhof, F., Boldt, L. H., Hohmann, S., Merten, R., Buergy, D., Fleckenstein, J., Kluge, A., Rogge, A., Both, M., Rades, D., Tilz, R. R., Olbrich, D., König, I. R. & Siebert, F. A. &5 mehr, Schweikard, A., Vonthein, R., Bonnemeier, H., Dunst, J. & Blanck, O., 07.2023, in: Strahlentherapie und Onkologie. 199, 7, S. 621-630 10 S.

  Publikation: Beiträge in Fachzeitschriften › Zeitschriftenaufsätze › Forschung › Begutachtung

  • Ventricular Tachycardia 100%
  • Interim Analysis 100%
  • Heart Ventricle Tachycardia 100%
  • Ablation 20%
  • Defibrillator 20%
  3 Zitate (Scopus)

• Random Forest and Gradient Boosted Trees for Patient Individualized Contrast Agent Dose Reduction in CT Angiography

  Pallenberg, R., Fleitmann, M., Stroth, A. M., Gerlach, J., Fürschke, A., Barkhausen, J., Bischof, A. & Handels, H., 18.05.2023, in: Studies in Health Technology and Informatics. 302, S. 952-956 5 S.

  Publikation: Beiträge in Fachzeitschriften › Zeitschriftenaufsätze › Forschung › Begutachtung

  • Random Decision Forest 100%
  • Gradient Boosting Tree 100%
  • Random Forest 100%
  • Drug Dose Reduction 100%
  • Boosted Tree 100%

• Renewal of the Major Fields of New-Generation Computing.

  Groppe, S., 2023, in: New Gener. Comput.. 41, 1, S. 3-4 2 S., 1.

  Publikation: Beiträge in Fachzeitschriften › Zeitschriftenaufsätze › Forschung

• Repeatability and reproducibility of various 4D Flow MRI postprocessing software programs in a multi-software and multi-vendor cross-over comparison study

  Oechtering, T. H., Nowak, A., Sieren, M. M., Stroth, A. M., Kirschke, N., Wegner, F., Balks, M., König, I. R., Jin, N., Graessner, J., Kooijman-Kurfuerst, H., Hennemuth, A., Barkhausen, J. & Frydrychowicz, A., 12.2023, in: Journal of Cardiovascular Magnetic Resonance. 25, 1, S. 22 22.

  Publikation: Beiträge in Fachzeitschriften › Zeitschriftenaufsätze › Forschung › Begutachtung

  • Cardiac Magnetic Resonance Imaging 100%
  • Magnetic Resonance Imaging 100%
  • Reproducibility 100%
  • Peak Expiratory Flow 100%
  • Stroke Volume 75%

• Segmentation of weakly visible environmental microorganism images using pair-wise deep learning features

  Kulwa, F., Li, C., Grzegorzek, M., Rahaman, M. M., Shirahama, K. & Kosov, S., 01.2023, in: Biomedical Signal Processing and Control. 79, S. 104168 1 S., 104168.

  Publikation: Beiträge in Fachzeitschriften › Zeitschriftenaufsätze › Forschung › Begutachtung

  • Representation Learning 100%
  • Deep Learning Method 100%
  • Base 100%
  • Deep Feature 20%
  • VGG-16 20%
  2 Zitate (Scopus)

• Study protocol to investigate the efficacy of confocal laser endomicroscopy-based selective single-elimination diet over standard fivefold elimination diet in patients with endomicroscopically proven food intolerance: app-assisted, monocentric, double-blind, randomised and controlled trial in Germany

  Heßler, N., Kordowski, A., Sasse, J., Ahlemann, G., Schulz, F., Schröder, T., Exner, A., Jablonski, L., Jappe, U., Bischoff, S. C., Grzegorzek, M., König, I. R. & Sina, C., 02.11.2023, in: BMJ Open. 13, 11, e072024.

  Publikation: Beiträge in Fachzeitschriften › Zeitschriftenaufsätze › Forschung › Begutachtung

  • Confocal Laser Scanning Microscopy 100%
  • Elimination Diet 100%
  • Nutritional Intolerance 100%
  • Elimination 100%
  • Endpoints 100%

• Towards Dual-Use Training Simulator in Interventional Neuroradiology

  Paulsen, B. A., Schwenke, H., Schramm, P., Männel, G. & Rostalski, P., 01.09.2023, in: Current Directions in Biomedical Engineering. 9, 1, S. 447-450 4 S.

  Publikation: Beiträge in Fachzeitschriften › Zeitschriftenaufsätze › Forschung › Begutachtung

  • Rotational 100%
  • Living Animal 100%
  • Fluid System 100%
  • Simulator Training 100%
  • Heating System 100%

• Uncertainty Analysis of Deep Kernel Learning Methods on Diabetic Retinopathy Grading

  Siebert, M., Grasshoff, J. & Rostalski, P., 2023, in: IEEE Access. 11, S. 146173-146184 12 S.

  Publikation: Beiträge in Fachzeitschriften › Zeitschriftenaufsätze › Forschung › Begutachtung

  • Gaussians 100%
  • Medical Application 100%
  • Uncertainty Quantification 100%
  • Epistemic Uncertainty 100%
  • Detection Performance 100%

• Using Barometer for Floor Assignation within Statistical Indoor Localization

  Fetzer, T., Ebner, F., Deinzer, F. & Grzegorzek, M., 01.2023, in: Sensors. 23, 1, S. 80 1 S., 1.

  Publikation: Beiträge in Fachzeitschriften › Zeitschriftenaufsätze › Forschung › Begutachtung

  • Experimental Result 100%
  • State-of-the-Art Method 100%
  • Sensor Data 100%
  • Ceilings 100%
  • Ceiling Height 100%

• Using Machine Learning and Routing Protocols for Optimizing Distributed SPARQL Queries in Collaboration

  Warnke, B., Fischer, S. & Groppe, S., 10.2023, in: Computers. 12, 10, 210.

  Publikation: Beiträge in Fachzeitschriften › Zeitschriftenaufsätze › Forschung › Begutachtung

  • Learning System 100%
  • Machine Learning 100%
  • Data Structure 66%
  • Data Source 33%
• 2022

  A microrobot for endovascular aneurysm treatment steered and visualized with MPI

  Bakenecker, A. C., Von Gladiss, A., Schwenke, H., Behrends, A., Friedrich, T., Lüdtke-Buzug, K., Neumann, A., Barkhausen, J. & Wegner, F., 2022, in: International Journal on Magnetic Particle Imaging. 8, 1, 2203002.

  Publikation: Beiträge in Fachzeitschriften › Zeitschriftenaufsätze › Forschung › Begutachtung

  • Particle Imaging 100%
  • Magnetic Particle 100%
  • Aneurysm 100%
  • Microrobots 100%
  • Invasive Surgery 100%

• Artificial Intelligence in Global Epidemics, Part 2.

  Hura, G. S., Groppe, S., Jain, S. & Gruenwald, L., 2022, in: New Gener. Comput.. 40, 4, S. 935-939 5 S., 4.

  Publikation: Beiträge in Fachzeitschriften › Zeitschriftenaufsätze › Forschung

• A systematic comparison of generative models for medical images

  Uzunova, H., Wilms, M., Forkert, N. D., Handels, H. & Ehrhardt, J., 07.2022, in: International Journal of Computer Assisted Radiology and Surgery. 17, 7, S. 1-12 12 S., 7.

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  • Generalization Ability 100%
  • Generative Model 100%
  • Deep Learning Method 100%
  • Medical Image 100%
  • Neural Network 100%

• Automated assessment of immunofixations with deep neural networks

  Thiemann, C., Klitzke, B., Martinetz, P., Grüning, P., Käster, T., Barth, E., Kramer, J. & Martinetz, T., 01.10.2022, in: Journal of Laboratory Medicine. 46, 5, S. 331-336 6 S.

  Publikation: Beiträge in Fachzeitschriften › Zeitschriftenaufsätze › Forschung › Begutachtung

  • Immunofixation 100%
  • Gammopathy 40%
  • Immunoglobulin M 40%
  • Monoclonal Gammopathy of Undetermined Significance 20%
  • Health Care Cost 20%

• Automated segmentation and quantification of the healthy and diseased aorta in CT angiographies using a dedicated deep learning approach

  Sieren, M. M., Widmann, C., Weiss, N., Moltz, J. H., Link, F., Wegner, F., Stahlberg, E., Horn, M., Oecherting, T. H., Goltz, J. P., Barkhausen, J. & Frydrychowicz, A., 01.2022, in: European Radiology. 32, 1, S. 690-701 12 S.

  Publikation: Beiträge in Fachzeitschriften › Zeitschriftenaufsätze › Forschung › Begutachtung

  • Computed Tomography Angiography 100%
  • Aneurysm 100%
  • Ascending Aorta 100%
  • Tomography 100%
  • Celiac Artery 50%

• A walk in the black-box: 3D visualization of large neural networks in virtual reality

  Linse, C., Alshazly, H. & Martinetz, T., 12.2022, in: Neural Computing and Applications. 34, 23, S. 21237-21252 16 S.

  Publikation: Beiträge in Fachzeitschriften › Zeitschriftenaufsätze › Forschung › Begutachtung

  • Convolutional Neural Network 100%
  • Virtual Reality 100%
  • Generalization Ability 20%
  • Internal Process 20%
  • Use Case 20%

• Chaos analysis of the brain topology in first-episode psychosis and clinical high risk patients

  Korda, A. I., Andreou, C., Avram, M., Handels, H., Martinetz, T. & Borgwardt, S., 13.10.2022, in: Frontiers in Psychiatry. 13, 965128.

  Publikation: Beiträge in Fachzeitschriften › Zeitschriftenaufsätze › Forschung › Begutachtung

  • Psychosis 100%
  • Gray Matter 50%
  • Magnetic Resonance Imaging 33%
  • Cingulate Cortex 16%
  • Frontal Lobe 16%
  2 Zitate (Scopus)

• Characterization of Using Infused PLA for 3D Printed Radiation Shielding

  Elmoujarkach, E., Seeger, S., Schareck, C., de Graaf, L., Barkhausen, J. & Rafecas, M., 01.08.2022, in: Current Directions in Biomedical Engineering. 8, 2, S. 576-579 4 S.

  Publikation: Beiträge in Fachzeitschriften › Zeitschriftenaufsätze › Forschung › Begutachtung

  • Polylactic Acid 100%
  • Polyethylene Terephthalate 100%
  • Radioactive Material 25%
  • Cesium 137 25%
  • X-Ray Source 25%

• Classification of Roads and Types of Public Roads Using EOG Smart Glasses and an Algorithm Based on Machine Learning While Driving a Car

  Doniec, R., Piaseczna, N., Li, F., Duraj, K., Pour, H. H., Grzegorzek, M., Mocny-Pachońska, K. & Tkacz, E., 09.2022, in: Electronics (Switzerland). 11, 18, 2960.

  Publikation: Beiträge in Fachzeitschriften › Zeitschriftenaufsätze › Forschung › Begutachtung

  • Learning System 100%
  • Random Forest 20%
  • Statistical Feature 20%
  • Test Dataset 20%
  • Angular Velocity ω 20%