Publications
2025
QTcNet: A Deep Learning Model for Direct Heart Rate Corrected QT Interval Estimation
Plagwitz 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, 2025Wenzel 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, 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, 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, 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, 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, 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, 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, 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
Publication list of the institute - Source: EVALuna-Biblio
Complete List