Abteilung Prächirurgische Epilepsiediagnostik – EpilepsiezentrumKlinik für Neurochirurgie

Publikationen

PubMed-Liste

Publikationen in peer-reviewed Journals  

2024

Swinnen L, Chatzichristos C, Bhagubai M, Broux V, Zabler N, Dümpelmann M, Schulze-Bonhage A, De Vos M, Van Paesschen W. Home recording of 3-Hz spike–wave discharges in adults with absence epilepsy using the wearable Sensor Dot. Epilepsia (2024) 65:378–388.

Antal DC, Altenmüller DM, Dümpelmann M, Scheiwe C, Reinacher PC, Crihan ET, Ignat BE, Cuciureanu ID, Demerath T, Urbach H, Schulze-Bonhage A, Heers M. Semiautomated electric source imaging determines epileptogenicity of encephaloceles in temporal lobe epilepsy. Epilepsia (2024) 65:651-663.

2023

Novitskaya Y, Dümpelmann M, Schulze-Bonhage A. Physiological and pathological neuronal connectivity in living human brain based on intracranial EEG signal: the current state of research. Frontiers in Network Physiology (2023) 3:1297345.

Viana P, Pal Attia T, Nasseri M, Duun-Henriksen J, Biondi Andrea, Winston J, Pavão Martins I, Nurse E, Dümpelmann M, Schulze-Bonhage A, Freestone D, Kjaer T, Richardson M, Brinkmann B. Seizure forecasting using minimally-invasive, ultra long-term subcutaneous EEG: Individualized intra-patient models. Epilepsia (2023) 64:S124–S133.

Pal Attia T, Viana PF, Nasseri M, Duun-Henriksen J, Biondi A, Winston JS, Martins IP, Nurse ES, Dümpelmann M, Worrell GA, Schulze-Bonhage A, Freestone DR, Kjaer TW, Brinkmann BH, Richardson MP. Seizure forecasting using minimally-invasive, ultra long-term subcutaneous EEG: Generalizable cross-patient models. Epilepsia (2023) 64:S114–S123.

Schulze-Bonhage A, Richardson MP, Brandt A, Zabler N, Dümpelmann M, San Antonio-Arce V. Cyclical underreporting of seizures in patient-based seizuredocumentation. Annals of Clinical and Translational Neurology (2023) 10(10):1863-1872. 

Lopes F, Leal A, Pinto MF, Dourado A, Schulze-Bonhage A, Dümpelmann M, Teixeira C. Removing artefacts and periodically retraining improve performance of neural network-based seizure prediction models. Scientific Reports (2023) 1, 5918.

 

2022

Böttcher S, Vieluf S, Bruno E, Joseph B, Epitashvili N, Biondi A, Zabler N, Glasstetter M, Dümpelmann M, Van Laerhoven K, Nasseri M, Brinkman BH, Richardson MP, Schulze‑Bonhage A, Loddenkemper T. Data quality evaluation in wearable monitoring. Scientific Reports (2022) 12, 21412.

Laiou P, Biondi A, Bruno E, Viana PF, Winston JS, Rashid Z, Ranjan Y, Conde P, Stewart C, Sun S, Zhang Y, Folarin A, Dobson RJB, Schulze-Bonhage A, Dümpelmann M, Richardson MP and RADAR-CNS Consortium. Temporal Evolution of Multiday, Epileptic Functional Networks Prior to Seizure Occurrence. Biomedicines 2022, 10(10), 2662.

Lopes F, Leal A, Medeiros J, Pinto MF, Dourado A, Dümpelmann M, Teixeira C. EPIC: Annotated epileptic EEG independent components for artifact reduction. Scientific Data (2022) 9:Article number: 512.

Böttcher S, Bruno E, Epitashvili N, Dümpelmann M, Zabler N, Glasstetter M, Ticcinelli V, Thorpe S, Lees S, Van Laerhoven K, Richardson MP, Schulze-Bonhage A. Intra- and Inter-Subject Perspectives on the Detection of Focal Onset Motor Seizures in Epilepsy Patients. Sensors (2022) 22, 9:3318.

Heers M, Böttcher S, Kalina A, Katletz S, Altenmüller D, Baroumand A, Strobbe G, van Mierlo P, von Oertzen T, Marusic P, Beniczky S, Schulze-Bonhage A, Dümpelmann, M. Detection of interictal epileptiform discharges in an extended scalp EEG array and high-density EEG – A prospective multicenter study. Epilepsia (epub).

Lopes F, Leal A, Medeiros J, Pinto MF, Dourado A, Dümpelmann M, Teixeira C. Ensemble Deep Neural Network for Automatic Classification of EEG Independent Components. IEEE Transactions on Neural Systems and Rehabilitation Engineering (2022) 30:559-568.

Manzouri F, Zöllin M, Schillinger S, Dümpelmann M, Mikut R, Woias P, Comella LM, Schulze-Bonhage A. A Comparison of Energy-Efficient Seizure Detectors for Implantable Neurostimulation Devices. Frontiers in Neurology (2022) 12:703797.

 

2021

Nasseri M, Attia TP, Joseph B, Gregg NM, Nurse ES, Viana PF, Worrell G, Dümpelmann M, Richardson MP, Freestone DR, Brinkmann BH. Ambulatory seizure forecasting with a wrist-worn device using long-short term memory deep learning. Sci Rep (2021) 11, 21935. https://www.nature.com/articles/s41598-021-01449-2

Lopes F, Leal A, Medeiros J, Pinto MF, Dourado A, Dümpelmann M, Teixeira C. Automatic Electroencephalogram Artifact Removal using Deep Convolutional Neural Networks. IEEE Access (2021) 9:149955 - 149970. https://ieeexplore.ieee.org/abstract/document/9605576

Böttcher S, Bruno E, Manyakov NV, Epitashvili N, Claes K, Glasstetter M, Thorpe S, Lees S, Dümpelmann M, Van Laerhoven K, Richardson MP, Schulze-Bonhage A. Detecting Tonic-Clonic Seizures in Multimodal Biosignal Data from Wearables: Methodology Design and Validation. JMIR mHealth and uHealth (in press).

Glasstetter M, Böttcher S, Zabler N, Epitashvili N, Dümpelmann M, Richardson MP, Schulze-Bonhage A. Identification of ictal tachycardia in focal motor- and non-motor seizures by means of a wearable PPG sensor. Sensors (2021) 21(18), 6017..

Bruno E, Böttcher S, Viana PF, Amengual M, Joseph B, Epitashvili N, Dümpelmann M, Glasstetter M, Biondi A, Van Laerhoven K, Loddenkemper T, Richardson MP, Schulze-Bonhage A, Brinkmann BH. Wearable devices for seizure detection: Practical experiences and recommendations from the Wearables for Epilepsy And Research (WEAR) International Study Group. Epilepsia Epilepsia. (2021) 62:2307–2321..

Guth TA, Kunz L, Brandt A, Dümpelmann M, Klotz KA, Reinacher PC, Schulze-Bonhage A, Jacobs J, Schönberger J. Interictal spikes with and without high-frequency oscillation have different single-neuron correlates. Brain (epub).

Manzouri F, Meisel Ch, Kunz L, Dümpelmann M, Stieglitz T, Schulze-Bonhage A. Low-frequency electrical stimulation reduces cortical excitability in the human brain. Neuroimage Clin. (2021) 28;31:102778.

Dümpelmann M, Kravalis K, Reinacher PC, Jagschiess L, Coenen VA, Schulze-Bonhage A. Subgaleal electrode array for neurostimulation allows recording of relevant information for closed loop applications. Journal of Neuroscience Methods (2021) 362:109295.

Vandecasteele K, De Cooman T, Chatzichristos Ch, Cleeren E, Swinnen L, Ortiz JM, Van Huffel S, Dümpelmann M, Schulze-Bonhage A, De Vos M, Van Paesschen W, Hunyadi B. The power of ECG in multimodal patient-specific seizure monitoring: added value to an EEG-based detector using limited channels. Epilepsia Epilepsia (2021) 62:2333–2343.

Viana PF, Remvig LS, Duun-Henriksen J, Glasstetter M, Dümpelmann M, Nurse ES, Martins IP, Schulze-Bonhage A, Freestone DR, Brinkmann BH, Kjaer TW, Richardson MP. Signal quality and power spectrum analysis of remote ultra long-term subcutaneous EEG. Epilepsia (2021) 62(8):1820-1828.

Schulze-Bonhage A, Böttcher S, Zabler N, Glasstetter M, Dümpelmann M. Automatisierte Anfallsdetektion mit Wearables: Welche Technologien für welche Biosignale? Zeitschrift für Epileptologie (2021) 34:257–266

Willems LM, Baier H, Bien ChG, Bösebeck F, Dümpelmann M, Hamer HM, Kellinghaush Ch, Knake S, Schreiber M, Staack AM, Surges R, Tergau F, von Podewils F, Weber Y, Wehner T, Winter Y, Zöllner JP, Strzelczyk A, Rosenow F. Satisfaction with and reliability of in-hospital video-EEG monitoring systems in epilepsy diagnosis - a German multicenter experience. Clinical Neurophysiology (epub)

Schönberger J, Knopf A, Klotz KA, Dümpelmann M, Schulze-Bonhage A, Jacobs J. Distinction of Physiologic and Epileptic Ripples: An Electrical Stimulation Study. Brain Sci. (2021) 11(5), 538

Chatzistefanidis D, Huang D, Dümpelmann M, Jacobs J, Schulze‑Bonhage A, LeVan P. Topography‑Related EEG‑fMRI in Surgically Confirmed Epileptic Foci: A Comparison to Spike‑Related EEG‑fMRI in Clinical Practice. Brain Topography (2021) 34:373–383

Nasseri M, Pal Attia T, Joseph B, Gregg N, Nurse E, Viana P, Schulze-Bonhage A, Dümpelmann M, Worrell GA, Freestone D, Richardson MP, Brinkmann BH. Non-invasive wearable seizure detection using long-short term memory networks with transfer learning. Journal of Neural Engineering (2021):18(5):056017

Lachner-Piza D, Kunz L, Brandt A, Dümpelmann M, Thomschewski A, Schulze-Bonhage A. Effects of spatial memory processing on hippocampal ripples. Frontiers in Neurology - Epilepsy (2021):12:620670

Viana PF, Duun-Henriksen J, Glasstetter M, Dümpelmann M, Nurse E, Martins IP, Dumanis SB, Schulze-Bonhage A, Freestone DR, Brinkmann BH, Richardson MP. 230 days of ultra long-term subcutaneous EEG: seizure cycle analysis and comparison to patient diary. Annals of Clinical and Translational Neurology (2021):8(1):288-293.

2020

Schönberger J, Huber C, Lachner-Piza D, Klotz KA, Dümpelmann M, Schulze-Bonhage A, Jacobs J. Interictal fast ripples are associated with the seizure-generating lesion in patients with dual pathology. Frontiers in Neurology 11 (2020):573975.

Minthe A, Janzarik WG, Lachner-Piza D, Reinacher P, Schulze-Bonhage A, Dümpelmann M, Jacobs J. Stable high frequency background EEG activity distinguishes epileptic from healthy brain regions. Brain Communications Volume 2, Issue 2 (2020):fcaa107.

Saggio ML, Crisp D, Scott JM, Karoly P, Kuhlmann L, Nakatani M, Murai T, Dümpelmann M, Schulze-Bonhage A, Ikeda A, Cook M, Gliske SV, Lin J, Bernard C, Jirsa V, Stacey WC. A taxonomy of seizure dynamotypes. Elife (2020):9:e55632.

Nasseri M, Nurse E, Glasstetter M, Böttcher S, Gregg NM, Laks Nandakumar A, Joseph B, Pal Attia T, Viana PF, Bruno E, Biondi A, Cook M, Worrell GA, Schulze-Bonhage A, Dümpelmann M, Freestone DR, Richardson MP, Brinkmann BH: Signal quality and patient experience with wearable devices for epilepsy management. Epilepsia, 2020. : http://dx.doi.org/10.1111/epi.16527 (in Druck)

Novitskaya Y, Dümpelmann M, Vlachos A, Reinacher PC, Schulze-Bonhage A. In vivo-assessment of the human temporal network: Evidence for asymmetrical effective connectivity. Neuroimage 214(July) (2020) 116769. doi: 10.1016/j.neuroimage.2020.116769

Lachner-Piza D, Jacobs J, Bruder JC, Schulze-Bonhage A, Stieglitz T, Duempelmann M: Automatic detection of high-frequency-oscillations and their sub-groups co-occurring with interictal-epileptic-spikes. J Neural Eng. 2020;17(1):016030. doi: 10.1088/1741-2552/ab4560.

2019

Schönberger J, Birk N, Lachner-Piza D, Dümpelmann M, Schulze-Bonhage A, Jacobs J: High-frequency oscillations mirror severity of human temporal lobe seizures. Ann Clin Transl Neurol. 2019;6(12):2479-2488. doi: 10.1002/acn3.50941.

Schulze-Bonhage A, Böttcher S, Glasstetter M, Epitashvili N, Bruno E, Richardson M, v. Laerhoven K, Dümpelmann M: Mobiles Anfallsmonitoring bei Epilepsiepatienten. Nervenarzt. 2019;90(12):1221-1231. doi: 10.1007/s00115-019-00822-x .

Mégevand P, Hamid L, Dümpelmann M, Heers M. New horizons in clinical electric source imaging. Zeitschrift für Epileptologie 32 (2019):187–193.

Kunz L, Wang L, Lachner-Piza D, Zhang H, Brandt A, Dümpelmann M, Reinacher PC, Coenen VA, Chen S, Wang W, Zhou W, Liang S, Grewe P, Bien CG, Bierbrauer A, Navarro-Schröder A, Schulze-Bonhage A, Axmacher N: Hippocampal theta phases organize the reactivation of large-scale electrophysiological representations during goal-directed navigation. Science Advances, 2019 Vol. 5, no. 7, eaav8192.

Dümpelmann M: Early seizure detection for closed loop direct neurostimulation devices in epilepsy. J. Neural Eng., 2019, 16(4):1001.

Kuhnke N, Klus C, Dümpelmann M, Schulze-Bonhage A, Jacobs J: Simultaneously recorded intracranial and scalp high frequency oscillations help identify patients with poor postsurgical seizure outcome. Clin Neurophysiol, 2019; 130(1): 128-137. 

2018 

Heller S, Hugle M, Nematollahi I, Manzouri F, Dümpelmann M, Schulze-Bonhage A, Boedecker J, Woias P: Hardware Implementation of a Performance and Energy-optimized Convolutional Neural Network for Seizure Detection. Conf Proc IEEE Eng Med Biol Soc, 2018; 2018: 2268-2271.

Manzouri F, Heller S, Dümpelmann M, Woias P, Schulze-Bonhage A. A comparison of machine learning classifiers for energy-efficient implementation of seizure detection. Frontiers in Systems Neuroscience. (2018) 12:43.

Kuhnke N, Schwind J, Dümpelmann M, Mader M, Schulze-Bonhage A, Jacobs J. High Frequency Oscillations in the Ripple Band (80-250 Hz) in Scalp EEG: Higher Density of Electrodes Allows for Better Localization of the Seizure Onset Zone. Brain Topogr. 2018 Jul 6. doi: 10.1007/s10548-018-0658-3.

Donos C, Malîia M, Dümpelmann M, Schulze-Bonhage A. Seizure onset predicts its type. Epilepsia 59(3) (2018): 650–660.

Lachner Piza D, Epitashvili N, Schulze-Bonhage A, Stieglitz T, Jacobs J, Dümpelmann M. A single channel sleep-spindle detector based on multivariate classification of EEG epochs: MUSSDET. Journal of Neuroscience Methods 297 (2018):31-43.

Heers M, Helias M, Hedrich T, Dümpelmann M, Schulze-Bonhage A, Ball T. Spectral bandwidth of interictal fast epileptic activity characterizes the seizure onset zone. NeuroImage: Clinical 17 (2018):865–872.

2017  

Bruder JC, Dümpelmann M, Lachner D, Mader M, Schulze-Bonhage A, Jacobs-Le Van J. Physiological Ripples Associated with Sleep Spindles Differ in Waveform Morphology from Epileptic Ripples. International Journal of Neural Systems Vol. 27, 07,  (2017). 1750011

Cosandier-Rimélé D, Ramantani G, Zentner J, Schulze-Bonhage A, Dümpelmann M. A realistic multimodal modeling approach for the evaluation of distributed source analysis: application to sLORETA. Journal of Neural Engineering, 2017 Oct;14(5):056008.  

Zijlmans M, Worrell GA, Dümpelmann M, Stieglitz T, Barborica A, Heers M, Ikeda A, Usui N, Le Van Quyen M. How to record high frequency oscillations in epilepsy: a practical guideline. Epilepsia 58(8) (2017): 1305-1315.
 

2016  

Piza DL, Bruder JC, Jacobs J, Schulze-Bonhage A, Stieglitz T, Dumpelmann M. Differentiation of spindle associated hippocampal HFOs based on a correlation analysis. Conf Proc IEEE Eng Med Biol Soc. 2016 Aug; 2016:5501-5504. doi: 10.1109/EMBC.2016.7591972.

Ferastraoaru V, Schulze-Bonhage A, Lipton RB, Dümpelmann M, Legatt AD, Blumberg J, Haut SR. Termination of seizure clusters is related to the duration of focal seizures. Epilepsia 57(6) (2016):889–895.

Fiederer LDJ, Vorwerk J, Lucka F, Dannhauer M, Yang S, Dümpelmann M, Schulze-Bonhage A, Aertsen A, Speck O, Wolters CH, Ball T. The role of blood vessels in high-resolution volume conductor head modeling of EEG. Neuroimage 128 (2016): 193-208.  

2015  

Jäger V, Dümpelmann M, LeVan P, Ramantani G, Mader I, Schulze-Bonhage A, Jacobs J. Concordance of epileptic networks associated with epileptic spikes measured by high-density EEG and fast fMRI. PLOS ONE 2015 Okt 23;10(10):e0140537.  

Wagenaar JB, Worrell GA, Zachary I, Dümpelmann M, Litt B, Schulze-Bonhage A. Collaborating and Sharing Data in Epilepsy Research. Journal of Clinical Neurophysiology 32(3) (2015): 235–239.  

Donos C, Dümpelmann M, Schulze-Bonhage A. Early Seizure Detection Algorithm Based on Intracranial EEG and Random Forest Classification. International Journal of Neural Systems Vol. 25, No. 5 (2015): 1550023.  

Aydin Ü, Vorwerk J, Dümpelmann M, Küpper P, Kugel H, Heers M, Wellmer J, Kellinghaus Ch, Haueisen J, Rampp S, Stefan H, Wolters CH. Combined EEG/MEG Can Outperform Single Modality EEG or MEG Source Reconstruction in Presurgical Epilepsy Diagnosis. PLOS ONE 2015 Mar 11;10(3):e0118753.  

Dümpelmann M, Jacobs J, Schulze-Bonhage A. Temporal and spatial characteristics of high frequency oscillations as a new biomarker in epilepsy. Epilepsia 56(2) (2015): 197–206.  

2014  

Jacobs J, Golla T, Mader M, Schelter B, Dümpelmann M, Korinthenberg R, Schulze-Bonhage A. Electrical stimulation for cortical mapping reduces the density of high frequency oscillations. Epilepsy Research 2014 108(10): 1758–1769.  

Heers M, Hirschmann J, Jacobs J, Dümpelmann M, Butz M, von Lehe M, Elger CE, Schnitzler A, Wellmer J. Frequency domain beamforming of magnetoencephalographic beta band activity in epilepsy patients with focal cortical dysplasia. Epilepsy Research 2014 108(7): 1195–1203.  

Schulze-Bonhage A, Somerlik K, Dümpelmann M. Closed-Loop Stimulation zur Epilepsietherapie. Z Epileptologie, 2014; 27: 55-59.  

Ramantani G, Dümpelmann M, Koessler L, Brandt A, Cosandier-Rimélé D, Zentner J, Schulze-Bonhage A, Maillard L. Simultaneous subdural and scalp EEG correlates of frontal lobe epileptic sources. Epilepsia 2014 55(2):278–288.  

2013  

Ramantani G, Dümpelmann M, Koessler L, Brandt A, Cosandier-Rimélé D, Zentner J, Schulze-Bonhage A, Maillard L. Simultaneous subdural and scalp EEG correlates of frontal lobe epileptic sources. Epilepsia 2014 55(2):278–288.  

Kerber K, Dümpelmann M, Schelter B, Le Van P, Korinthenberg R, Schulze-Bonhage A, Jacobs J. Differentiation of specific ripple patterns helps to identify epileptogenic areas for surgical procedures. Clinical Neurophysiology 125 (2014): 1339–1345.  

Kerber K, LeVan P, Dümpelmann M, Fauser S, Korinthenberg R, Schulze-Bonhage A, Jacobs J. High frequency oscillations mirror disease activity in patients with Focal Cortical Dysplasia. Epilepsia, 54(8) (2013): 1428–1436  

Ramantani G, Cosandier-Rimélé D, Schulze-Bonhage A, Maillard L, Zentner J, Dümpelmann M. Source reconstruction based on subdural EEG recordings adds to the presurgical evaluation in refractory frontal lobe epilepsy. Clinical Neurophysiology 124 (2013): 481–491  

2006 – 2012  

Dümpelmann M, Jacobs J, Kerber K, Schulze-Bonhage A. Automatic 80-200 Hz “ripple” high frequency oscillation detection in invasive subdural grid and strip recordings in epilepsy by a radial basis function neural network. Clin Neurophysiol. 123 (2012), 1721-1731.  

Dümpelmann, M., Ball, T. and Schulze-Bonhage, A. (2011), sLORETA allows reliable distributed source reconstruction based on subdural strip and grid recordings. Human Brain Mapping. 2012; 33:1172–1188.  

Axmacher N, Cohen MX, Fell J, Haupt S, Dümpelmann M, Elger CE, Schlaepfer TE, Lenartz D, Sturm V, Ranganath C. Intracranial EEG correlates of expectancy and memory formation in the human hippocampus and nucleus accumbens. Neuron. 2010 Feb 25;65(4):541-9.  

Rosburg T, Ludowig E, Dümpelmann M, Alba-Ferrara L, Urbach H, Elger CE. The effect of face inversion on intracranial and scalp recordings of event-related potentials. Psychophysiology 2010, 47:147-157  

Matthias Dümpelmann, Jürgen Fell, Jörg Wellmer, Horst Urbach, Christian E. Elger. 3D source localization derived from subdural strip and grid electrodes: A simulation study. Clin Neurophysiol. 2009, 120(6):1061-9.  

Roche-Labarbe N, Aarabie A, Kongolo G, Gondry-Joet C, Dümpelmann M, Grebe R, Wallois F. High-resolution electroencephalogarphy and source localization in neonates. Human Brain Mapping, 2008 29:167–176.  

Daniel Güllmar, Jens Haueisen, Michael Eiselt, Frank Gießler, Lars Flemming, Alfred Anwander, Thomas R. Knösche, Carsten H. Wolters, Matthias Dümpelmann, David S. Tuch, Jürgen R. Reichenbach Influence of anisotropic conductivity on EEG source reconstruction: Investigations in a rabbit model. IEEE Transactions on Biomedical Engeneering, 2006 Sep;53(9):1841-50  

1998 – 2005  

Raethjen J, Lindemann M, Morsnowski A, Dümpelmann M, Wenzelburger R, Stolze H, Fietzek U, Pfister G, Elger CE, Timmer J, Deuschl G Is the rhythm of physiological tremor involved in cortico-cortical interactions? Mov Disord. 2004 Apr;19(4):458-65  

Raethjen J, Lindemann M, Dümpelmann M, Wenzelburger R, Stolze H, Pfister G et al. Corticomuscularce coherence in the 6-15 Hz band. Is the cortex involved in the generation of physiologic tremor? Exp Brain Res 2002 Jan;142(1):32-40  

Hufnagel A, Dümpelmann M, Zentner J, Schijns O, Elger CE. Clinical relevance of quantified interictal spike-activity in presurgical evaluation of epilepsy. Epilepsia 2000 41(4); 467-478.  

Fernández G, Effern A, Grunwald T, Pezer N, Lehnertz K, Dümpelmann M, Van Roost D, Elger CE. Real-time tracking of memory formation in the human rhinal cortex and hippocampus. Science 1999; 285; 1582-1585  

Dümpelmann M, Elger CE. Visual and automatic investigation of epileptiform spikes in intracranial EEG-recordings. Epilepsia 1999; 40; 275-285.  

Dümpelmann M, Elger CE. Automatic detection of epileptiform spikes in the electrocorticogram: A comparison of two algorithms. Seizure 1998; 7; 145-152.    

Konferenz Proceedings

Manzouri F, Khurana L, Kravalis K, Stieglitz T, Schulze-Bonhage A, Dümpelmann M. An Optimized EEG-Based Seizure Detection Algorithm for Implantable Devices. 10th International IEEE/EMBS Conference on Neural Engineering (NER), Online, 2021; pp 995-998.

Lachner-Piza D, Jacobs J, Schulze-Bonhage A, Stieglitz T, Dümpelmann M. Estimation of the epileptogenic-zone with HFO sub-groups exhibiting various levels of epileptogenicity. 41st Annual International Conference of the IEEE Engineering in Medicine & Biology Society, Berlin, Germany, 2019; pp 2543-2546.

Heller S, Hügle M, Nematollahi I, Manzouri F, Dümpelmann M, Schulze-Bonhage A, Bödecker J, Woias P. Early Hardware Implementation of a Performance and Energy-Optimized Convolutional Neural Network for Seizure Detection. 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Honolulu, USA, 2018; pp 2268-2271.

Hügle, M, Heller S, Watter M, Blum M, Manzouri F, Dümpelmann M, Schulze-Bonhage A, Woias P, Boedecker J. Early Seizure Detection with an Energy-Efficient Convolutional Neural Network on an Implantable Microcontroller. Best Paper Award 2018 International Joint Conference on Neural Networks, Rio de Janeiro, Brazil, 2018.

Manzouri F, Schulze-Bonhage A, Dümpelmann M, Heller S, Woias P. Optimized Detector for Closed-loop Devices for Neurostimulation. IEEE International Conference on Systems, Man, and Cybernetics, Banff, Canada, 2017; pp 2158-2163.

Lachner Piza D, Schulze-Bonhage A, Stieglitz T, Jacobs J, Dümpelmann M. Depuration and augmentation of training data for supervised learning based detectors of EEG patterns. 8th International IEEE/EMBS Conference on Neural Engineering (NER), 2017, pp 497 - 500.

Lachner Piza D, Bruder JC, Jacobs J, Schulze-Bonhage A, Stieglitz T, Dümpelmann M.
Differentiation of spindle associated hippocampal HFOs based on a correlation analysis. Engineering in Medicine and Biology Society (EMBC), 2016, 38th Annual International Conference of the IEEE. pp 5501 - 5504.

Dümpelmann M, Cadena da Matta M, Pereira de Lemos Pinto MM, Salazar e Fernandes T, Borges da Silva E, Amaral A. Image Processing in Biodosimetry: A Proposal of a Generic Free Software Platform. Engineering in Medicine and Biology Society (EMBC), 2015 37th Annual International Conference of the IEEE. pp 3005 - 3008  

Dümpelmann M, Cosandier-Rimélé D, Ramantani G, Schulze-Bonhage A. A Novel Approach for Multiscale Source Analysis and Modeling of Epileptic Spikes. Engineering in Medicine and Biology Society (EMBC), 2015 37th Annual International Conference of the IEEE. pp 6634 - 6637  

Somerlik-Fuchs KH, Christ O, Dümpelmann M, Hofmann UG, Stieglitz T, Schulze-Bonhage A. Development of a Closed Loop Stimulation System for Epilepsy Therapy. 6th European Conference of the International Federation for Medical and Biological Engineering, IFMBE Proceedings Volume 45, Springer International Publishing, 2015, pp 509-512.  

Maiwald T, Wagner K, Eberhardt O, Dümpelmann M, Liffmann D, Frings L, Blumberg J, Schulze-Bonhage A. Telemedizinisches Monitoring und Training kognitiver Leistungen bei neurologischen Erkrankungen Telemedizin - Erfolgsmodell für moderne Patientenversorgung Berlin: TMF, 2010; 32-40.  

Dümpelmann M, Knösche TR, Anwander A, Wolters C. Sensitivity of inverse source reconstruction results towards forward model inaccuracies: Application of a universal sensitivity analysis software framework on different tissue conductivity ratios. Proceedings BIOMAG 2002 13th International Conference on Biomagnetism, VDE Verlag GmbH, 2002, pp. 694-696  

Anwander A, Wolters C, Dümpelmann M, Knösche TR. Sensitivity of source localization towards conductivity anisotropy in high resolution finite element head models. Proceedings BIOMAG 2002 13th International Conference on Biomagnetism, VDE Verlag GmbH, 2002, pp. 679-681  

Dümpelmann M, Elger CE. Separating EEG spike-clusters in epilepsy by a growing and splitting net. In: V.d.Malsburg C, V.Seelen W, Vorbrüggen JC, Sendhoff B, eds. Artificial Neural Networks; proceedings ICANN 96, Berlin: Springer, 1996: 239-244.  

Bongartz U, Burr W, Dümpelmann M, Hufnagel A, Hefner G, Elger CE. Die chronische Elektrostimulation des N. vagus zur Prophylaxe epileptischer Anfälle II. Kein Hinweis auf stimulationsbedingte EEG-Veränderungen. In: Stefan H, ed. Epilepsie 92, Berlin: Deutsche Sektion der internationalen Liga gegen Epilepsie, 1993: 383-387.  

Burr W, Elger CE, Hufnagel A, Dümpelmann M. Fokuslateralisation bei inkonstanter interiktualer Aktivität: Spike-Topographie und Clusteranalyse. In: Stefan H, ed. Epilepsie 92, Berlin: Deutsche Sektion der internationalen Liga gegen Epilepsie, 1993: 153-158.