Publikationen
2025
QTcNet: A Deep Learning Model for Direct Heart Rate Corrected QT Interval EstimationPlagwitz L, Doldi F, Magerfleisch J, Zotov M, Bickmann L, Heider D, Varghese J, Eckardt L, Büscher A
EP Europace; euaf274, October 27, 2025Associations of maternal and paternal characteristics with cardiac malformations using real-world data and machine learning
Brown JP, Huybrechts KF, Straub L, Heider D, Bateman BT, Hernández-Díaz S
Commun Med 5; 423, October 15, 2025Awotoro E, Ezekannagha C, Schwarz F, Tauscher J, Heider D, Ladewig K, Le Bon C, Moncoq K, Miroux B, Hattab G
arXiv; 2510.04776, October 6, 2025Soft Drink Consumption and Depression Mediated by Gut Microbiome Alterations
Thanarajah S, Ribeiro AH, Lee J, Winter NR, Stein F, Lippert RN, Hanssen R, Schiweck C, Fehse L, Bloemendaal M
JAMA Psychiatry, September 24, 2025PSTPIP1 and pyrin, two key regulators of macrophage differentiation
Berger P, Wilming L, Jürgens R, Minchuk Y, Leußink S, Gandhi S, Walter C, Wind S-M, Heider D, Lamparter L, Galic M, Stoll M, Jorch SK, Roth J, Austermann J, Fehler O
European Journal of Cell Biology;104 (4):151518, September 24, 2025Medical researchers' perception of sharing of metadata from case report forms
Meidt A, Walter C, Lehmann CU, Dugas M
Learn Health Syst.;(9)1, September 15, 25Wenzel MC, Dasmeh P, Plum PS, Giel A-S, Hoppe S, Franitza M, Jonas C, Thieme R, Zhao Y, Heider D
Cell Genomics.;5(10), September 8, 2025Warnecke Y, Kuhn M, Diederichs F, Brix TJ, Clever L, Bergmann R, Heider D, Storck M
German Medical Data Sciences; 25-34, September 3, 2025Nier S, Lohse YR, Rinn N, Cadilha Marques G, Rosemann NW, Welzel M, Heider D, Aghassi-Hagmann J, Dehnen S
Communications Materials; 6(1):197, August 26, 2025The virtual doctor prescribing the future: Diagnostics with interactive clinical decision support
Ruhland JB, Wichmann J, Degtyar E, Martin R, Fehse L, Klau JH, Papenbrock T, Sowa J-P, Canbay A, Freisleben B
Computers in Biology and Medicine; 196:110968, August 20, 2025Pott H, Gaffron S, Martin R, Maier D, Kutzinski M, Weckler B, Bertrams W, Jung AL, Laakmann K, Heider D
ERJ Open Res; 7(2):123-135, August 7, 2025Leimhofer J, Petrovic M, Dominik A, Heider D, Hegerl U
Interact J Med Res.;14(1):e69686, August 7, 2025Fehse L, Tajabadi M, Martin R, Holzmann H, Heider D
Comput Struct Biotechnol J, July 31, 2025Sarumi OA, Bertrams W, Schwengers O, Herrmann J-P, Hain T, Kieper L, Petzold M, Goesmann A, Schmeck BT, Heider D
Bioinformatics;41(7): btaf3982025, July 7, 2025Enhancing deep neural network training through learnable adaptive normalization
Ruhland JB, Masoudian I, Heider D
Knowl Based Syst; 113968, July 5, 2025dcFCI: Robust Causal Discovery Under Latent Confounding, Unfaithfulness, and Mixed Data
Ribeiro AH, Heider D
arXiv; 2505.06542, May 10, 2025Ribeiro AH, Soler JMP, Corder RM, Ferreira MU, Heider D
Front Genet; 16:1599826, May 16, 2025Büscher A, Plagwitz L, Yildirim K, Brix TJ, Neuhaus P, Bickmann L, Menke AF, van Almsick VF, Pavenstädt H, Kümpers P
Eur Heart J.;ehaf254, March 29, 2025Weckler B, Martin R, Kutzinski M, Bertrams W, Jung A, Pott H, Laakmann K, Schulte L, Ahnert P, Heider D
Pneumologie;79(Suppl 1):FV 227, March 18, 2025Brenner A, Esser J, Schuler F, Varghese J, Schaumburg F
Int J Med Microbiol.;318, March 3, 2025Publication Counts in Context: Normalization Using Query and Reference Terms in PubMed
Varghese J, Bickmann L, Strünker T, Neuhaus N, Tüttelmann F, Sandmann S
J Med Internet Res.;27, February 3, 2025Rombaut D, Sandmann S, Tekath T, Crouch S, de Graaf AO, Smith A, Painter D, Kosmider O, Tobiasson M, Lennartsson A, van der Reijden BA, Park S, D'Aveni M, Slama B, Clappier E, Fenaux P, Adès L, van de Loosdrecht A, Langemeijer S, Symeonidis A, Čermák J, Preudhomme C, Savic A, Germing U, Stauder R, Bowen D, van Marrewijk C, Bernard E, de Witte T, Varghese J, Hellström-Lindberg E, Dugas M, Martens J, Malcovati L, Jansen JH, Fontenay M
Hemasphere;9(1), January 22, 20252024
Bloemendaal M, Mulder D, Natasha EE, Heider D, Fehse L, Ralf WN, Stein F, Dannlowski U, Kircher T, Franke A
Neurosci Appl;3:104674, December 20, 2024Atlas of Cerebrospinal Fluid Immune Cells Across Neurological Diseases
Heming M, Börsch AL, Melnik S, Gmahl N, Müller-Miny L, Dambietz C, Fisch L, Kühnel T, Brix TJ, Janssen A, Schumann E, Gross CC, Varghese J, Hahn T, Wiendl H, Meyer Zu Hörste G
Ann Neurol.;97(4):779-790, December 12, 2024Ribeiro AH, Crnkovic M, Pereira JL, Fisberg R, Sarti FM, Rogero M, Heider D, Cerqueira A
Front Genet.;15:1436947, December 9, 2024Fehse L, Ribeiro AH, Winter NR, Thanarajah SE, Fisch L, Welzel M, Bang C, Meinert S, Flinkenflügel K, Borgers T
medRxiv, December 6, 2024EyeMatics-Multicenter data evaluation of real-world data with interoperable medical informatics
Holtrup L, Varghese J, Schuster AK, Poschkamp B, Hampf C, Waltemath D, Wahle L, Lipprandt M, Merle DA, Berens P, Kohlbacher O, Kakkassery V, Bartos M, Ziemssen F, Wendt T, Hoffmann K, EyeMatics Study Group, Eter N.
Ophthalmologie;122(4):270-277, November 12, 2024Weckler BC, Ringshandl S, Ahnert P, Pott H, Bertrams W, Kutzinski M, Jung AL, Laakmann K, Seidemann Ch, Suttorp N
Eur Respir J;64: Suppl. 68; PA1493, October 30, 2024Pott H, Weckler B, Gaffron S, Martin R, Maier D, Alter P, Biertz F, Speicher T, Bertrams W, Jung AL, Laakmann K, Heider D, Wouters M, Vogelmeier CF, Schmeck B, COSYCONET Study Group, Andreas S, Bals R, Behr J, Kahnert K, Bahmer T, Bewig B, Ewert R, Stubbe B, Ficker JH, Grohé C, Held M, Henke M, Herth F, Kirsten AM, Watz H, Koczulla R, Kronsbein J, Kropf-Sanchen C, Herzmann C, Pfeifer M, Randerath WJ, Seeger W, Studnicka M, Taube C, Timmermann H, Alter P, Schmeck B, Vogelmeier C, Welte T, Wirtz H
Respirology;30(2):134-146, October 24, 2024Leite JMRS, Ribeiro A, Pereira JL, de Souza CA, Heider D, Soler JMP, Mingroni-Netto RC, Fisberg RM, Rogero MM, Sarti FM
Clin Nutr ESPEN.;63:311-321, July 2, 2024Pott H, Weckler B, Gaffron S, Martin R, Maier D, Alter P, Biertz F, Speichert T, Bertrams W, Jung AL
European Respiratory Society;64(suppl 68): PA3971, October 30, 2024Pott H, Weckler B, Gaffron S, Martin R, Maier D, Alter P, Biertz F, Speicher T, Bertrams W, Jung AL
Respirology;30(2):134-146, October 24, 2024Large language models and their applications in bioinformatics
Sarumi OA, Heider D
Comput Struct Biotechnol J.;23:3498-3505, October 5, 2024Fair swarm learning: improving incentives for collaboration by a fair reward mechanism
Tajabadi M, Heider D
Knowl Based Syst.;304:112451, September 2, 2024Privacy-preserving decentralized learning methods for biomedical applications
Tajabadi M, Martin R, Heider D
Comput Struct Biotechnol J.;23:3281-3287, August 30, 2024Bernhardt F, Bückmann A, Krüger J, Bauer B, Hofmeister U, Juhra C, Eveslage M, Fischhuber K, Storck M, Brix TJ, Lenz P
Telemed J E Health;30(5):1459-1469, May 2, 2024Machine Learning in the Parkinson's disease smartwatch (PADS) dataset
Varghese J, Brenner A, Fujarski M, van Alen CM, Plagwitz L, Warnecke T
NPJ Parkinsons Dis.;10(1), April 28, 2024Turbo autoencoders for the DNA data storage channel with Autoturbo-DNA
Welzel M, Dreßler H, Heider D
iScience.;27(5), March 27, 2024Ren Y, Li C, Sapugahawatte DN, Zhu C, Spänig S, Jamrozy D, Rothen J, Daubenberger CA, Bentley StD, Ip M
Comput Biol Med.;171:108185, February 20, 2024Weihermann GA, Bernhardt F, Brix TJ, Baumeister SE, Lenz P
Support Care Cancer;32(3), February 15, 2024Inkjet-printed quantum dots on paper as concept towards high-density long-term data storage
Mengel N, Welzel M, Niedenthal W, Stein M, Heider D, Chatterjee S
J Phys Commun.:8(2):025005, February 12, 2024POLAR: prediction of prolonged mechanical ventilation in patients with myasthenic crisis
Heider D, Stetefeld H, Meisel A, Bösel J, Artho M, Linker R, Angstwurm K, Neumann B
J Neurol.;271(5):2875-2879, February 8, 2024Artificial Intelligence and Bioinformatics Applications for Omics and Multi-Omics Studies
Facchiano A, Heider D, Mutarelli M
Front Genet.;15:1371473, January 30, 2024Hyperdiploid acute lymphoblastic leukemia in children with LZTR1 germline variants
Zipper L, Wagener R, Fischer U, Hoffmann A, Yasin L, Brandes D, Soura S, Anwar A, Walter C, Varghese J, Hauer J, Auer F, Bhatia S, Dugas M, Junk SV, Stanulla M, Haas OA, Borkhardt A, Reiff T, Brozou T
Hemasphere;8(1), January 26, 2024NeuralBeds: neural embeddings for efficient DNA data compression and optimized similarity search
Sarumi OA, Hahn M, Heider D
Comput Struct Biotechnol J.;23:732-741, January 15, 2024
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