Jayrannejad, Fahrnaz and Conrad, T. O. F. (2017) Better Interpretable Models for Proteomics Data Analysis Using rule-based Mining. Springer Lecture Notes in Artificial Intelligence . (In Press)

Shao, Borong and Carlo, Cannistraci and Conrad, T. O. F. (2017) Epithelial Mesenchymal Transition Network-based Feature Engineering in Lung Adenocarcinoma Prognosis Prediction Using Multiple Omic Data. Genomics and Computational Biology, 3 (3). ISSN 2365-7154

Conrad, T. O. F. and Genzel, Martin and Cvetkovic, Nada and Wulkow, Niklas and Vybiral, Jan and Kutyniok, Gitta and Schütte, Ch. (2017) Sparse Proteomics Analysis - a compressed sensing-based approach for feature selection and classification of high-dimensional proteomics mass spectrometry data. BMC Bioinformatics, 18 (160). ISSN 1471-2105 (In Press)

Seeber, L. and Conrad, T. O. F. and Hoppe, Ch. and Obermeier, P. and Chen, X. and Karsch, K. and Muehlhans, S. and Tief, F. and Boettcher, S. and Diedrich, S. and Schweiger, B. and Rath , B. (2017) Educating parents about the vaccination status of their children: A user-centered mobile application. Preventive Medicine Reports, 5 . pp. 241-250.

Rath , B. and Conrad, T. O. F. and Myles, P. and Alchikh, M. and Ma, X. and Hoppe, Ch. and Tief, F. and Obermeier, P. and Reiche, J. and Kisler, B. and Schweiger, B. (2017) Influenza and other respiratory viruses: standardizing disease severity in surveillance and clinical trials. Expert Review of Anti-infective Therapy (IERZ), 15 (6). pp. 545-568.

You, Xintian Arthur and Conrad, T. O. F. (2016) Acfs: accurate circRNA identification and quantification from NGS data. Nature Scientific Reports, 6 . ISSN 2045-2322

Mireles, Victor and Conrad, T. O. F. (2016) Decomposing biological systems into reusable modules reveals characteristic module size distributions. n/a . (Submitted)

Hoppe, C. and Obermeier, P. and Muehlhans, S. and Alchikh, M. and Seeber, L. and Tief, F. and Karsch, K. and Chen, X. and Boettcher, S. and Diedrich, S. and Conrad, T. O. F. and Kisler, B. and Rath , B. (2016) Article: Innovative Digital Tools and Surveillance Systems for the Timely Detection of Adverse Events at the Point of Care: A Proof-of-Concept Study. Drug Safety, 39 (10). pp. 977-988. ISSN 1179-1942

Shao, Borong and Conrad, T. O. F. (2016) Epithelial Mesenchymal Transition Regulatory Network-based Feature Selection in Lung Cancer Prognosis Prediction. Lecture Notes in Computer Science (LNCS): Proceeding of IWBBIO 2016, 9656 .

Vega del Valle, I. and Schütte, Ch. and Conrad, T. O. F. (2016) Finding metastable states in real-world time series with recurrence networks. Physica A, 445 .

Tief, F. and Hoppe, Ch. and Seeber, L. and Obermeier, P. and Chen, X. and Karsch, K. and Muehlhans, S. and Adamou, E. and Conrad, T. O. F. and Schweiger, B. and Adam, T. and Rath , B. (2016) An inception cohort study assessing the role of bacterial co-infections in children with influenza and ILI and a clinical decision model for stringent antibiotic use. Antiviral Therapy, 21 (5). pp. 413-424. ISSN 1359-6535 (print); 2040-2058 (online)

Obermeier, P. and Muehlhans, S. and Hoppe, Ch. and Karsch, K. and Tief, F. and Seeber, L. and Chen, X. and Conrad, T. O. F. and Boettcher, S. and Diedrich, S. and Rath , B. (2016) Enabling Precision Medicine With Digital Case Classification at the Point-of-Care. EBioMedicine, 4 . pp. 191-196.

Karsch, K. and Obermeier, P. and Seeber, L. and Chen, X. and Tief, F. and Muehlhans, S. and Hoppe, Ch. and Conrad, T. O. F. and Boettcher, S. and Diedrich, S. and Rath , B. (2015) Human Parechovirus Infections Associated with Seizures and Rash: A Syndromic Surveillance Study in Children. The Pediatric Infectious Disease Journal, 34 (10).

Lenga, Matthias and Conrad, T. O. F. (2015) Non-convex regularization for supervised learning. Technical Report . (Unpublished)

Mireles, Victor and Conrad, T. O. F. (2015) Minimum-overlap clusterings and the sparsity of overcomplete decompositions of binary matrices. Procedia Computer Science, 51 . pp. 2967-2971. ISSN 1877-0509

Shao, Borong and Conrad, T. O. F. (2015) Are NoSQL data stores useful for bioinformatics researchers? "International Journal on Recent and Innovation Trends in Computing and Communication (IJRITCC), 3 (3). pp. 1704-1708. ISSN 2321-8169

Wallmeyer, Leonie and Rams, Mona and Börno, Stefan and Timmermann, Bernd and Hedtrich, Sarah and Conrad, T. O. F. (2015) Analyzing the Influence of Filaggrin on Other Skin Associated Genes in a Filaggrin Deficient Skin Model Using the Core Network Approach. Technical Report . (Unpublished)

Sarich, M. and Djurdjevac, N. and Bruckner, S. and Conrad, T. O. F. and Schütte, Ch. (2014) Modularity revisited: A novel dynamics-based concept for decomposing complex networks. Journal of Computational Dynamics, 1 (1). pp. 191-212. ISSN 2158-2491

Schütte, Ch. and Conrad, T. O. F. (2014) Showcase 3: Information-based medicine. In: MATHEON : mathematics for key technologies. EMS Series in Industrial and Applied Mathematics, 1 . EMS Publishing House, Zürich, pp. 66-67. ISBN 978-3-03719-137-8

Leichtle, A. and Ceglarek, U. and Weinert, P. and Nakas, C. T. and Nuoffer, J.-M. and Kase, J. and Conrad, T. O. F. and Witzigmann, H. and Thiery, J. and Fiedler, G. M. (2013) Pancreatic carcinoma, pancreatitis, and healthy controls - metabolite models in a three-class diagnostic dilemma. Metabolomics, 9 (3). pp. 677-687. ISSN 1573-3890

Gupta, Pooja and Reinsch , Norbert and Spötter, Andreas and Conrad, T. O. F. and Bienefeld, Kaspar (2013) Accuracy of the unified approach in maternally influenced traits - illustrated by a simulation study in the honey bee (Apis mellifera). BMC Genetics, 14 (36).

Bruckner, S. and Kayser, B. and Conrad, T. O. F. (2013) Finding Modules in Networks with Non-modular Regions. Lecture Notes in Computer Science (Proceedings of SEA 2013), 7933 . pp. 188-199. ISSN 0302-9743

Rath , B. and Tief, F. and Karsch, K. and Muehlhans, S. and Obermeier, P. and Adamou, E. and Chen, X. and Seeber, L. and Peiser, Ch. and Hoppe, Ch. and von Kleist, M. and Conrad, T. O. F. and Schweiger, B. (2013) Towards a personalized approach to managing of influenza infections in infants and children - food for thought and a note on oseltamivir. Infectious Disorders - Drug Targets, 13 (1). pp. 25-33. ISSN 2212-3989

Leichtle, A. and Nuoffer, J.-M. and Ceglarek, U. and Kase, J. and Conrad, T. O. F. and Witzigmann, H. and Thiery, J. and Fiedler, G. M. (2012) Serum amino acid profiles and their alterations in colorectal cancer. Metabolomics . ISSN 1573-3890

Aiche, S. and Reinert, K. and Schütte, Ch. and Hildebrand, D. and Schlüter, H. and Conrad, T. O. F. (2012) Inferring Proteolytic Processes from Mass Spectrometry Time Series Data Using Degradation Graphs. PLoS ONE, 7 (7). e40656. ISSN 1932-6203

Djurdjevac, N. and Bruckner, S. and Conrad, T. O. F. and Schütte, Ch. (2012) Random Walks on Complex Modular Networks. Journal of Numerical Analysis, Industrial and Applied Mathematics, 6 (1-2). pp. 29-50. ISSN 1790–8140

Gupta, Pooja and Conrad, T. O. F. and Spötter, Andreas and Reinsch, Norbert and Bienefeld, Kaspar (2012) Simulating a base population in honey bee for molecular genetic studies. Genetics Selection Evolution, 44 . p. 14.

Strenziok, R. and Hinz, S. and Wolf, C. and Conrad, T. O. F. and Krause, H. and Miller, K. and Schrader, M. (2009) Surface-enhanced laser desorption/ionization time-of-flight mass spectrometry: serum protein profiling in seminoma patients. World J of Urology, 28 (2). pp. 193-197.

Fiedler, G. M. and Leichtle, A. and Kase, J. and Baumann, S. and Ceglarek, U. and Felix, K. and Conrad, T. O. F. and Witzigmann, H. and Weimann, A. and Schütte, Ch. and Hauss, J. and Büchler, M. and Thiery, J. (2009) Serum Peptidome Profiling Revealed Platelet Factor 4 as a Potential Discriminating Peptide Associated With Pancreatic Cancer. Clinical Cancer Research, 15 (11). pp. 3812-3819. ISSN 1078-0432

Conrad, T. O. F. (2008) New Statistical Algorithms for the Analysis of Mass Spectrometry Time-Of-Flight Mass Data with Applications in Clinical Diagnostics. PhD thesis, Freie Universität Berlin.

Strenziok, R. and Hinz, S. and Wolf, C. and Conrad, T. O. F. and Krause, H. and Lingnau, A. and Lein, M. and Miller, K. and Schrader, M. (2008) Serum proteomic profiling by surface-enhanced laser desorption/ionization time-of-flight mass spectrometry in testicular germ cell cancer patients. European Urology Supplements, 7 (3). p. 83.

Conrad, T. O. F. and Reinert, K. and Kohlbacher, O. (2008) Bioinformatics Support for Mass Spectrometry Quality Control. In: Proteomics Sample Preparation. Wiley-Vch, p. 485.

Conrad, T. O. F. and Leichtle, A. and Hagehülsmann, A. and Diederichs, E. and Baumann, S. and Thiery, J. and Schütte, Ch. (2006) Beating the Noise: New Statistical Methods for Detecting Signals in MALDI-TOF Spectra Below Noise Level. Lecture Notes in Computer Science, 4216 . pp. 119-128.

Conrad, T. O. F. (2004) New Approaches for Visualizing and Analyzing Metabolic Pathways. Proceedings of the Second Australian Undergraduate Students’ Computing Conference .

Conrad, T. O. F. (2004) Metabolic Pathways. Other thesis, Monash University Melbourne.

Conrad, T. O. F. (2003) Berechnung von freien Energie Flächen am Beispiel des Alanin-Dipeptides. Other thesis, Freie Universität Berlin.