Professor Berthold Lausen
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Email
blausen@essex.ac.uk -
Telephone
+44 (0) 1206 872958
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Location
STEM 5.18, Colchester Campus
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Academic support hours
Open Door Policy
Profile
Biography
Berthold Lausen has 37 years of experience as Data Scientist and Statistician. He contributed to the first conference of the International Federation of Classification Societies (IFCS) in 1987 with Parametric Bootstrap to evaluate the confidence of unsupervised learning (with P. O. Degens). He made influential contributions to develop machine learning and nonparametric methods for medical statistics and data science as for example Maximally Selected Rank Statistics, p-Value Adjusted Classification And Regression Trees, Bagging Survival Trees (with M. Schumacher and others). He is president of the British Data Science Society (2022 onwards), vice-president of the European Association for Data Science (founding 2015-18, Data Science Education 2023 onwards), former president of IFCS (2018-19, past president 2020-22 and president elect 2016-17), former president of GfKl Data Science Society (2013-19, vice-president 1995-2001, 2004-13). Since 1986 he is member of the International Biometric Society (IBS) and GfKl Data Science Society, since 1998 a fellow of the Royal Statistical Society (RSS), since 2009 a member of the British Data Science Society (BDSS), and since 2015 a founding member of the European Association for Data Science (EuADS). Since 2010 Lausen is Professor in Biometry and Epidemiology at School of Medicine of the University of Erlangen-Nuremberg and 2012-17 full Professor of Statistics and since 2017 of Data Science at the School of Mathematics, Statistics and Actuarial Science (SMSAS) - until 2023 Department of Mathematical Sciences - , University of Essex. 2016-21 Head of Department, while the department grow substantially (624 students - up 158% from 242 students in 2017, 37 permanent academic staff - up 118% from 17 permanent academics in 2017). He led on the introduction of master Data Science courses at University of Essex (2012-21): MSc Data Science (Oct 2014), MSc Data Science with Professional Placement (Oct 2017), MSc Applied Data Science (Jan 2021) and MSc Data Science and Its Applications (Jan 2021). Overall, 186 master Data Science students in Jan 2021. He is principal investigator of Data Science driven Knowledge Transfer Partnerships (KTP) of Innovate UK with Profusion (funded 2014-22), KTP with Mondaq (funded 2016-2022) and a partnership with Rolls-Royce Motor Cars / BMW (funded 2021-25). He was nominated for 'KTP academic of the year' at the KTPAwards2022 in Liverpool 12th October 2022. He is a member of the editorial boards of Advances Data Analysis and Classification, Archives of Data Science Series A, Behaviormetrika, Methods of Information in Medicine.
Qualifications
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Diplom-Statistiker, Department of Statistics, University of Dortmund in 1987;
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Dr. rer. nat. (PhD), Department of Statistics, University of Dortmund in 1990;
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Privatdozent (habilitation) in biometry and epidemiology, Medical School, University Erlangen-Nuremberg in 2003;
Appointments
University of Essex
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Professor of Data Science & Statistics, Mathematics, Statistics and Actuarial Science (SMSAS), University of Essex (1/10/2017 - present)
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Head of Department, Mathematics, Statistics and Actuarial Science (SMSAS), University of Essex (1/8/2016 - 31/7/2021)
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Professor of Statistics, Mathematics, Statistics and Actuarial Science (SMSAS), University of Essex (1/10/2012 - 30/9/2017)
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Reader in Statistics, Mathematics, Statistics and Actuarial Science (SMSAS), University of Essex (1/10/2010 - 30/9/2012)
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Senior Lecturer in Statistics, Mathematics, Statistics and Actuarial Science (SMSAS), University of Essex (1/1/2009 - 30/9/2010)
Other academic
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Auβerplanmäβiger Professor für Biometrie und Epidemiologie, Medizinische Fakultät, Universität Erlangen-Nürnberg (26/8/2010 - present)
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Leiter der Arbeitsgruppe Biostatistische Verfahren, Institut für Medizininformatik, Biometrie und Epidemiologie, Universität Erlangen-Nürnberg (1/7/2000 - 31/12/2008)
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Senior Lecturer (non-clinical) in Medical Statistics, Department of Medical Statistics and Evaluation,, Imperial College of Science, Technology and Medicine (1/10/1997 - 30/6/2000)
Research and professional activities
Research interests
Data Science
Current research
Ensemble methods for supervised learning (classification)
Nonparametric methods (based on maximally selected statistics)
Knowledge transfer partnership (KTP) with Profusion London and Mondaq
Tumour protein expression and protein interaction networks as determinants of malignancy
collaboration with Dr Metodi Metodiev, Proteomics Unit, DBS, University of Essex, and Prof Roland Croner, Medical School, University Erlangen-Nuremberg
Research students
Mr Rafal Kulakowski, Ms Nosheen Faiz, Mr Alex Partner Mr Juan Pablo Equihua Former research students see http://www.genealogy.math.ndsu.nodak.edu/id.php?id=26195
Conferences and presentations
In 2016 co-chair of the Scientific Committee of the Fourth Joint Statistical Meeting of the Deutsche Arbeitsgemeinschaft Statistik Statistics under one Umbrella (DAGStat2016) in Göttingen, Germany, 14-18 March 2016.
Germany, 2016
In 2015 conference chair of theEuropean Conference on Data Analysis (ECDA2015) in Colchester, UK, 2-4 September 2015.
Colchester, United Kingdom, 2015
Organiser of a session on Data science in Biomedical Research at the Conference of the International Federation of Classification Societies (IFCS2015) in Bologna, Italy, 6-8 July 2015.
Bologna, Italy, 2015
In 2014 member of the Scientific Program Committee of theEuropean Conference on Data Analysis (ECDA2014) in Bremen, Germany, 2-4 July 2014.
Bremen, Germany, 2014
Organiser of the meeting 50th Anniversary (British) Classification Society - Celebration in Colchester, UK, 9 July 2014.
Colchester, United Kingdom, 2014
In 2013chair ofof the Scientific Program Committee of theEuropean Conference on Data Analysis (ECDA2013) a joint meeting of the German Classification Society (GfKl) and the French speaking Classification Society (SFC) in Luxembourg10-12 July, 2013.
Luxembourg, 2013
Organizer of a session on Clustering at the DAGStat2013,meeting of the Deutsche Arbeitsgemeinschaft Statistik (DAGStat), 18-23 March 2013, University of Freiburg, Germany.
Freiburg, Germany, 2013
In 2012organizer of an invited session on Ensemble methods in clustering and classification at the GfKl 2012(The 36th Annual Conference of the German Classification Society onData Analysis, Machine Learning and Knowledge Discovery), August 1-3, 2012,University ofHildesheim, Germany.
Hildesheim, Germany, 2012
Organizer of a meeting of the British classifiaction societyFriday 18 May 2012, 14:00-17:30, Hosted by Department of Mathematical Sciences, University of Essex (UoE), Colchester.
Colchester, United Kingdom, 2012
In 2011Chair of the Scientific Program Committee (GfKl 2011andIFCS 2011) of the joint meeting of theGerman Association for Pattern Recognition (DAGM)and theGerman Classification Society (GfKl)with the international partnerInternational Federation of Classification Societies (IFCS) in Frankfurt, Germany, 30 August - 2 September 2011.
Frankfurt am Main, Germany, 2011
Member of the Scientific Program Committee of theICC-2011University of St Andrews 11-15 July 2011.
St Andrews, United Kingdom, 2011
Second BilateralGerman-Polish Symposium on Data Analysis and its Applications (GPSDAA 2011)at the Cracow University of Economics, Poland, 14 - 16 April 2011.
Krakow, Poland, 2011
In 2010member of the Scientific Program Committee of theJoint meeting GfKl Cladag, Firenze, Italy, 8-10 September 2010.
Firenze, Italy, 2010
Session organizer at the 34th Annual Conference of the Gesellschaft für Klassifikation (GfKl), Karlsruhe, Germany, 21 -23 July 2010.
Karlsruhe, Germany, 2010
Co-organizer ofStatistical Computing 2010, Wissenschaftszentrum Schloss Reisensburg, Günzburg, Germany, 20.06.-23.06.2010.
Germany, 2010
In 2009 co-organizer ofStatistical Computing 2009, Wissenschaftszentrum Schloss Reisensburg, Günzburg, Germany, 28.06.-01.07.2009.
Germany, 2009
Organizer of the invited session on ''Modelling genome wide data in clinical research'' and the session ''Applications of Clustering, Classification and Data Analysis in Medical and Health Sciences'' at the11th Conference of the International Federation of Classification Societies (IFCS 2009), 13-18 March 2009 in Dresden, Germany.
Dresden, Germany, 2009
Teaching and supervision
Current teaching responsibilities
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Applied Statistics (MA321)
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Modelling experimental and observational data (MA335)
Previous supervision
Degree subject: Data Science
Degree type: Doctor of Philosophy
Awarded date: 25/10/2023
Degree subject: Statistics
Degree type: Doctor of Philosophy
Awarded date: 27/10/2021
Degree subject: Statistics
Degree type: Doctor of Philosophy
Awarded date: 8/7/2021
Degree subject: Statistics
Degree type: Doctor of Philosophy
Awarded date: 6/1/2021
Degree subject: Statistics
Degree type: Master of Science (by Dissertation)
Awarded date: 19/9/2018
Degree subject: Economics
Degree type: Doctor of Philosophy
Awarded date: 29/5/2018
Degree subject: Biological Sciences
Degree type: Doctor of Philosophy
Awarded date: 11/5/2017
Degree subject: Statistics
Degree type: Doctor of Philosophy
Awarded date: 24/5/2016
Degree subject: Statistics
Degree type: Doctor of Philosophy
Awarded date: 27/4/2016
Degree subject: Statistics
Degree type: Doctor of Philosophy
Awarded date: 8/10/2015
Degree subject: Statistics
Degree type: Doctor of Philosophy
Awarded date: 12/5/2015
Degree subject: Statistics
Degree type: Doctor of Philosophy
Awarded date: 20/4/2015
Degree subject: Statistics
Degree type: Master of Science (by Dissertation)
Awarded date: 30/4/2012
Degree type: Doctor of Philosophy
Awarded date: 6/7/2010
Publications
Publications (3)
Yang, H., Hadjiantoni, S., Long, Y., Petraityte, R. and Lausen, B., (2023). Automatic Detection of Industry Sectors in Legal Articles Using Machine Learning Approaches
Equihua, JP., Nordmark, H., Ali, M. and Lausen, B., (2023). Modelling customer churn for the retail industry in a deep learning based sequential framework
Equihua, JP., Ali, M., Nordmark, H. and Lausen, B., (2023). Sequence-aware item recommendations for multiply repeated user-item interactions
Journal articles (89)
Medellin-Gasque, R., Nordmark, H., Mullen, A., Citi, L., Perperoglou, A. and Lausen, KB., Modeling retail browsing sessions and wearables data. Archives of Data Science
Ellenberger, D., Lausen, B. and Friede, T., (2021). Exact change point detection with improved power in small‐sample binomial sequences. Biometrical Journal. o (3), 558-574
Khan, Z., Gul, N., Faiz, N., Asma, G., Adler, W. and Lausen, B., (2021). Optimal trees selection for classification via out-of-bag assessment and sub-bagging. IEEE Access. 9, 28591-28607
Khan, Z., Gul, A., Perperoglou, A., Miftahuddin, M., Mahmoud, O., Adler, W. and Lausen, B., (2020). Ensemble of Optimal Trees, Random Forest and Random Projection Ensemble Classification. Advances in Data Analysis and Classification. 14 (1), 97-116
Baier, D., Lausen, B., Montanari, A. and Schmid, U., (2020). Special issue on “Learning in data science: theory, methods and applications”—preface by the guest editors. Advances in Data Analysis and Classification
Gul, A., Perperoglou, A., Khan, Z., Mahmoud, O., Miftahuddin, M., Adler, W. and Lausen, B., (2018). Ensemble of a subset of kNN classifiers. Advances in Data Analysis and Classification. 12 (4), 827-840
Lausen, A., Marsland, L., Head, S., Jackson, J. and Lausen, KB., (2018). Modified Pilates as an adjunct to standardphysiotherapy care for urinaryincontinence: a mixed methods pilot for arandomised controlled trial. BMC Women's Health. 18 (16), 16-
Freitas, DL., Lausen, B., Maia, JA., Gouveia, ÉR., Antunes, AM., Thomis, M., Lefevre, J. and Malina, RM., (2018). Skeletal maturation, fundamental motor skills, and motor performance in preschool children. Scandinavian Journal of Medicine & Science in Sports. 28 (11), 2358-2368
Flach, P., Spiliopoulou, M., Allegrezza, S., Böhmer, M., Hess, B. and Lausen, B., (2018). Introduction to the special issue on Data Science in Europe. International Journal of Data Science and Analytics. 6 (3), 163-165
Alhaji, BB., Dai, H., Hayashi, Y., Vinciotti, V., Harrison, A. and Lausen, B., (2016). Bayesian analysis for mixtures of discrete distributions with a non-parametric component. Journal of Applied Statistics. 43 (8), 1369-1385
Metodieva, G., Adoki, S., Lausen, B. and Metodiev, MV., (2016). Decreased Usage of Specific Scrib Exons Defines a More Malignant Phenotype of Breast Cancer With Worsened Survival. EBioMedicine. 8, 150-158
Adler, W., Gefeller, O., Gul, A., Horn, FK., Khan, Z. and Lausen, B., (2016). Ensemble Pruning for Glaucoma Detection in an Unbalanced Data Set. Methods of Information in Medicine. 55 (6), 557-563
Freitas, DL., Lausen, B., Maia, JAR., Gouveia, R., Thomis, M., Lefevre, J., Silva, RD. and Malina, RM., (2016). Skeletal Maturation, Body Size, and Motor Coordination in Youth 11-14 Years. Medicine And Science In Sports And Exercise. 48 (6), 1129-1135
Freitas, DL., Lausen, B., Maia, JA., Lefevre, J., Gouveia, R., Thomis, M., Antunes, AM., Claessens, AL., Beunen, G. and Malina, RM., (2015). Skeletal maturation, fundamental motor skills and motor coordination in children 7-10 years.. Journal of Sports Sciences. 33 (9), 924-934
Chudasama, P., Konrad, A., Jochmann, R., Lausen, B., Holz, P., Naschberger, E., Neipel, F., Britzen-Laurent, N. and Stürzl, M., (2015). Structural proteins of Kaposi's sarcoma-associated herpesvirus antagonize p53-mediated apoptosis. Oncogene. 34 (5), 639-649
Mahmoud, O., Harrison, A., Perperoglou, A., Gul, A., Khan, Z., Metodiev, MV. and Lausen, B., (2014). A feature selection method for classification within functional genomics experiments based on the proportional overlapping score. BMC Bioinformatics. 15 (1), 274-
Croner, RS., Stürzl, M., Rau, TT., Metodieva, G., Geppert, CI., Naschberger, E., Lausen, B. and Metodiev, MV., (2014). Quantitative proteome profiling of lymph node-positivevs. -negative colorectal carcinomas pinpoints MX1 as a marker for lymph node metastasis. International Journal of Cancer. 135 (12), 2878-2886
Mahmoud, O., Harrison, AP., Perperoglou, A., Gul, A., Khan, Z., Metodiev, M. and Lausen, B., (2014). A feature selection method for classification within functional genomics experiments based on the proportional overlapping score. BMC Bioinformatics. 15 (1), creators-Lausen=3ABerthold=3A=3A
Khan, Z., Shabbir, J., Griffiths, M. and Lausen, B., (2013). On the ratio method of estimation via auxiliary attributes in simple and stratified random sampling. International Journal of Statistics and Systems. 8 (2), 163-180
Greenwood, C., Metodieva, G., Al-Janabi, K., Lausen, B., Alldridge, L., Leng, L., Bucala, R., Fernandez, N. and Metodiev, MV., (2012). Stat1 and CD74 overexpression is co-dependent and linked to increased invasion and lymph node metastasis in triple-negative breast cancer. Journal of Proteomics. 75 (10), 3031-3040
Horn, FK., Lämmer, R., Mardin, CY., Lämmer, AG., Michelson, G., Lausen, B. and Adler, W., (2012). Combined Evaluation of Frequency Doubling Technology Perimetry and Scanning Laser Ophthalmoscopy for Glaucoma Detection Using Automated Classificatio. Journal of Glaucoma. 21 (1), 27-34
Jones, DOB., Gates, A. and Lausen, B., (2012). Recovery of deep-water megafaunal assemblages from hydrocarbon drilling disturbance in the Faroe-Shetland Channel. Marine Ecology Progress Series. 461, 71-82
Adler, W., Potapov, S. and Lausen, B., (2011). Classification of repeated measurements data using tree-based ensemble methods. Computational Statistics. 26 (2), 355-369
Adler, W., Brenning, A., Potapov, S., Schmid, M. and Lausen, B., (2011). Ensemble classification of paired data. Computational Statistics & Data Analysis. 55 (5), 1933-1941
Santana, S., Lausen, B., Bujnowska-Fedak, M., Chronaki, CE., Prokosch, H. and Wynn, R., (2011). Informed citizen and empowered citizen in health: results from an European survey. BMC Family Practice. 12 (20), 20-
Zugor, V., Schott, GE., Lausen, B., Kühn, R. and Labanaris, AP., (2010). Clinical and Surgical Experience with Wilms' Tumor. Long-term Results of a Single Institution. Anticancer Research. 30 (5), 1735-1739
Santana, S., Lausen, B., Bujnowska-Fedak, M., Chronaki, CE., Kummervold, PE., Rasmussen, J. and Sorensen, T., (2010). Online Communication Between Doctors and Patients in Europe: Status and Perspectives. Journal of Medical Internet Research. 12 (2), creators-Lausen=3ABerthold=3A=3A
Zugor, V., Miskovic, I., Lausen, B., Matzel, K., Hohenberger, W., Schreiber, M., Labanaris, AP., Neuhuber, W., Witt, J. and Schott, GE., (2010). Sexual Dysfunction after Rectal Surgery: A Retrospective Study of Men without Disease Recurrence. The Journal of Sexual Medicine. 7 (9), 3199-3205
Adler, W., Wärntges, S., Lausen, B. and Michelson, G., (2010). Telemedizinische Erfassung der Prävalenz der glaukomatösen Optikusatrophie in einer arbeitenden Bevölkerungsgruppe [Prevalence of Glaucomatous Optic Nerve Atrophy among a Working Population in Germany Diagnosed by a Telemedical Approach]. Klinische Monatsblätter für Augenheilkunde. 227 (11), 905-911
Adler, W., Wärntges, S., Lausen, B. and Michelson, G., (2010). Telemedizinische Erfassung der Prävalenz der glaukomatösen Optikusatrophie in einer arbeitenden Bevölkerungsgruppe. Klinische Monatsblätter für Augenheilkunde. 227 (11), 905-911
Adler, W. and Lausen, B., (2009). Bootstrap estimated true and false positive rates and ROC curve. Computational Statistics & Data Analysis. 53 (3), 718-729
Croner, RS., Lausen, B., Schellerer, V., Zeittraeger, I., Wein, A., Schildberg, C., Papadopoulos, T., Dimmler, A., Hahn, EG., Hohenberger, W. and Brueckl, WM., (2009). Comparability of Microarray Data between Amplified and Non Amplified RNA in Colorectal Carcinoma. Journal of Biomedicine and Biotechnology. 2009 (837170), 1-9
Harazny, J., Scholz, M., Buder, T., Lausen, B. and Kremers, J., (2009). Electrophysiological deficits in the retina of the DBA/2J mouse. Documenta Ophthalmologica. 119 (3), 181-197
Raaz, D., Herrmann, M., Ekici, AB., Klinghammer, L., Lausen, B., Voll, RE., Leusen, JHW., van de Winkel, JGJ., Daniel, WG., Reis, A. and Garlichs, CD., (2009). FcΥRIIa genotype is associated with acute coronary syndromes as first manifestation of coronary artery disease. Atherosclerosis. 205 (2), 512-516
Radespiel-Tröger, M., Meyer, M., Pfahlberg, A., Lausen, B., Uter, W. and Gefeller, O., (2009). Outdoor work and skin cancer incidence: a registry-based study in Bavaria. International Archives of Occupational and Environmental Health. 82 (3), 357-363
Konrad, A., Wies, E., Thurau, M., Marquardt, G., Naschberger, E., Hentschel, S., Jochmann, R., Schulz, TF., Erfle, H., Brors, B., Lausen, B., Neipel, F. and Sturzl, M., (2009). A Systems Biology Approach To Identify the Combination Effects of Human Herpesvirus 8 Genes on NF- B Activation. Journal of Virology. 83 (6), 2563-2574
Raaz, D., Herrmann, M., Ekici, AB., Klinghammer, L., Lausen, B., Voll, RE., Leusen, JHW., van de Winkel, JGJ., Daniel, WG., Reis, A. and Garlichs, CD., (2009). FcγRIIa genotype is associated with acute coronary syndromes as first manifestation of coronary artery disease. Atherosclerosis. 205 (2), 512-516
Adler, W., Peters, A. and Lausen, B., (2008). Comparison of Classifiers Applied to Confocal Scanning Laser Ophthalmoscopy Data. Methods of Information in Medicine. 47 (1), 38-46
Brenning, A. and Lausen, B., (2008). Estimating error rates in the classification of paired organs. Statistics in Medicine. 27 (22), 4515-4531
Lausen, B., Potapov, S. and Prokosch, H., (2008). Gesundheitsbezogene Internetnutzung in Deutschland 2007 [Health-related use of the Internet in Germany 2007]. GMS Medizinische Informatik, Biometrie und Epidemiologie. 4 (2), 1-12
Zugor, V., Labanaris, AP., Lausen, B. and Schott, GE., (2008). Inferior vena cava involvement in renal cell carcinoma: Comparison of survival rates between patients with thrombus and infiltration. Scandinavian Journal of Urology and Nephrology. 42 (1), 35-39
Croner, RS., Förtsch, T., Brückl, WM., Rödel, F., Rödel, C., Papadopoulos, T., Brabletz, T., Kirchner, T., Sachs, M., Behrens, J., Klein-Hitpass, L., Stürzl, M., Hohenberger, W. and Lausen, B., (2008). Molecular Signature for Lymphatic Metastasis in Colorectal Carcinomas. Annals of Surgery. 247 (5), 803-810
Michelson, G., Hornegger, J., Wärntges, S. and Lausen, B., (2008). The Papilla as Screening Parameter for Early Diagnosis of Glaucoma. Deutsches Ärzteblatt International. 105 (34-35), 583-589
Fasching, PA., Kollmannsberger, B., Strissel, PL., Niesler, B., Engel, J., Kreis, H., Lux, MP., Weihbrecht, S., Lausen, B., Bani, MR., Beckmann, MW. and Strick, R., (2008). Polymorphisms in the novel serotonin receptor subunit gene HTR3C show different risks for acute chemotherapy-induced vomiting after anthracycline chemotherapy. Journal of Cancer Research and Clinical Oncology. 134 (10), 1079-1086
Zugor, V., Fridel, S., Lausen, B., Schott, GE., Kühn, R. and Labanaris, AP., (2008). Renal cell carcinoma under 35 years of age: comparison of survival rates for symptomatic and asymptomatic patients. International Urology and Nephrology. 40 (2), 289-293
Kummervold, PE., Chronaki, CE., Lausen, B., Prokosch, H., Rasmussen, J., Santana, S., Staniszewski, A. and Wangberg, SC., (2008). eHealth Trends in Europe 2005-2007: A Population-Based Survey. Journal of Medical Internet Research. 10 (4), creators-Lausen=3ABerthold=3A=3A
(2008). Erratum. Scandinavian Journal of Urology and Nephrology. 42 (2), 177-177
Horn, FK., Brenning, A., Juenemann, AG. and Lausen, B., (2007). Glaucoma Detection With Frequency Doubling Perimetry and Short-wavelength Perimetry. Journal of Glaucoma. 16 (4), 363-371
Dumitru, RC., B�rkle, T., Potapov, S., Lausen, B., Wiese, B. and Prokosch, H., (2007). Use and perception of Internet for health related purposes in Germany: results of a national survey. International Journal of Public Health. 52 (5), 275-285
Mardin, CY., Peters, A., Horn, F., Jünemann, AG. and Lausen, B., (2006). Improving Glaucoma Diagnosis by the Combination of Perimetry and HRT Measurements. Journal of Glaucoma. 15 (4), 299-305
Lehmann, MV., Mardin, CY., Lausen, B., Reulbach, U. and Bergua, A., (2006). Temps-multiplex stéréophotographie: évaluation qualitative et semi-quantitative en 2D et 3D de l’atrophie optique glaucomateuse. Journal Français d'Ophtalmologie. 29 (8), 916-923
Lehmann, MV., Mardin, CY., Lausen, B., Reulbach, U. and Bergua, A., (2006). Time-multiplexing stereophotography: 2D and 3D qualitative and semiquantitative evaluation of glaucomatous optic disc atrophy. Journal Francais d'Ophtalmologie. 29 (8), 916-923
Chrástek, R., Wolf, M., Donath, K., Niemann, H., Paulus, D., Hothorn, T., Lausen, B., Lämmer, R., Mardin, CY. and Michelson, G., (2005). Automated segmentation of the optic nerve head for diagnosis of glaucoma. Medical Image Analysis. 9 (4), 297-314
Hothorn, T. and Lausen, B., (2005). Bundling classifiers by bagging trees. Computational Statistics & Data Analysis. 49 (4), 1068-1078
Wick, U., Kirsch, M., Rauch, A., Chudoba, I., Lausen, B., Efferth, T. and Gebhart, E., (2005). FISH studies on the telomeric regions of the T-cell acute lymphoblastic leukemia cell line CCRF-CEM. Cytogenetic and Genome Research. 111 (1), 34-40
Peters, A., Hothorn, T. and Lausen, B., (2005). Generalised indirect classifiers. Computational Statistics & Data Analysis. 49 (3), 849-861
Croner, RS., Peters, A., Brueckl, WM., Matzel, KE., Klein-Hitpass, L., Brabletz, T., Papadopoulos, T., Hohenberger, W., Reingruber, B. and Lausen, B., (2005). Microarray versus conventional prediction of lymph node metastasis in colorectal carcinoma. Cancer. 104 (2), 395-404
Lausen, B., Hothorn, T., Bretz, F. and Schumacher, M., (2004). Assessment of Optimal Selected Prognostic Factors. Biometrical Journal. 46 (3), 364-374
Lindenberg, T., Peters, A., Horn, FK., Lausen, B. and Korth, M., (2004). Diagnostic value of multifocal VEP using cross-validation and noise reduction in glaucoma research. Graefe's Archive for Clinical and Experimental Ophthalmology. 242 (5), 361-367
Adler, W., Hothorn, T. and Lausen, B., (2004). Simulation Based Analysis of Automated Classification of Medical Images. Methods of Information in Medicine. 43 (02), 150-155
Mardin, CY., Hothorn, T., Peters, A., Jünemann, AG., Nguyen, NX. and Lausen, B., (2003). New Glaucoma Classification Method based on Standard Heidelberg Retina Tomograph Parameters by Bagging Classification Trees. Journal of Glaucoma. 12 (4), 340-346
Hothorn, T. and Lausen, B., (2003). On the Exact Distribution of Maximally Selected Rank Statistics. Computational Statistics & Data Analysis. 43 (2), 121-137
Hothorn, T. and Lausen, B., (2003). Bagging Tree Classifiers for Laser Scanning Images: Data- and Simulation-based Strategy. Artificial Intelligence in Medicine. 27 (1), 65-79
Hothorn, T., Lausen, B., Benner, A. and Radespiel-Tröger, M., (2003). Bagging survival trees. Statistics in Medicine. 23 (1), 77-91
Radespiel-Tröger, M., Rabenstein, T., Schneider, HT. and Lausen, B., (2003). Comparison of tree-based methods for prognostic stratification of survival data. Artificial Intelligence in Medicine. 28 (3), 323-341
Peters, A., Lausen, B., Michelson, G. and Gefeller, O., (2003). Diagnosis of glaucoma by indirect classifiers.. Methods of Information in Medicine. 42 (1), 99-103
Peters, A. and Lausen, B., (2003). Direct and Indirect Classification in Clinical Research. Biometrical Journal. 45 (8), 1023-1041
Hothorn, T. and Lausen, B., (2003). Double-Bagging: Combining Classifiers by Bootstrap Aggregation. Pattern Recognition. 36 (6), 1303-1309
Küchle, M., Lausen, B. and Gusek-Schneider, G., (2003). Results and complications of hydrophobic acrylic vs PMMA posterior chamber lenses in children under 17 years of age. Graefe's Archive for Clinical and Experimental Ophthalmology. 241 (8), 637-641
Bleich, S., Jünemann, A., von Ahsen, N., Lausen, B., Ritter, K., Beck, G., Naumann, GOH. and Kornhuber, J., (2002). Homocysteine and risk of open-angle glaucoma. Journal of Neural Transmission. 109 (12), 1499-1504
Lausen, B., Lerche, R. and Schumacher, M., (2002). Maximally Selected Rank Statistics for Dose-Response Problems. Biometrical Journal. 44 (2), 131-147
Viestenz, A., Lausen, B., Jünemann, AM. and Mardin, CY., (2002). Vergleich der Präzision des TonoPenXL bei Liegend- und Sitzendmessung mit den Applanationstonometern nach Goldmann und Draeger - eine klinische Studie an 251 Augen [Comparison of Precision of the TonoPenXL with the Goldmann and Draeger Applanation Tonometer in a Sitting and Recumbent Position of the Patients - A Clinical Study on 251 Eyes]. Klin Monatsbl Augenheilkd. 219 (11), 785-790
Viestenz, A., Lausen, B., Jünemann, AM. and Mardin, CY., (2002). Vergleich der Präzision des TonoPenXL bei Liegend- und Sitzendmessung mit den Applanationstonometern nach Goldmann und Draeger - eine klinische Studie an 251 Augen. Klinische Monatsblätter für Augenheilkunde. 219 (11), 785-790
Manz, F., Kehrt, R., Lausen, B. and Merkel, A., (1999). Urinary calcium excretion in healthy children and adolescents. Pediatric Nephrology. 13 (9), 894-899
Lausen, B., (1999). No evidence for dietary protein and dietary salt as main factors of calcium excretion in healthy children and adolescents. American Journal of Clinical Nutrition. 69 (4), creators-Lausen=3ABerthold=3A=3A
Alexy, U., Sichert-Hellert, W., Kersting, M., Lausen, B. and Schöch, G., (1999). Development of scores to measure the effects of nutrition counselling on the overall diet: A pilot study in children and adolescents. European Journal of Nutrition. 38 (4), 196-200
Al-Majali, K., Glazier, A., Norsworthy, PJ., Wahid, FN., Cooper, LD., Wallace, CA., Scott, J., Lausen, B. and Aitman, TJ., (1999). A high-resolution radiation hybrid map of the proximal region of rat Chromosome 4. Mammalian Genome. 10 (5), 471-476
Lausen, B., (1999). No evidence for dietary protein and dietary salt as main factors of calcium excretion in healthy children and adolescents. The American Journal of Clinical Nutrition. 69 (4), 742-742
Kersting, M., Sichert-Hellert, W., Lausen, B., Alexy, U., Manz, F. and Schoch, G., (1998). Energy intake of 1 to 18 year old German children and adolescents. Zeitschrift Fur Ernahrungswissenschaft. 37 (1), 47-55
Kersting, M., Sichert-Hellert, W., Lausen, B., Alexy, U., Manz, F. and Schöch, G., (1998). Energy intake of 1 to 18 year old German children and adolescents. Zeitschrift fur Ernahrungswissenschaft. 37 (1), 47-55
Pfahlberg, A., Hassan, K., Wille, L., Lausen, B. and Gefeller, O., (1997). Systematic review of ease-control studies: Oral contraceptives show no effect on melanoma risk. Public Health Reviews. 25 (3-4), 309-315
Lausen, B. and Schumacher, M., (1996). Evaluating the effect of optimized cutoff values in the assessment of prognostic factors. Computational Statistics & Data Analysis. 21 (3), 307-326
Manz, F., Remer, T., Decherspliethoff, E., Hohler, M., Kersting, M., Kunz, C. and Lausen, B., (1995). Effects of a high-protein intake on renal acid excretion in bodybuilders. Zeitschrift Fur Ernahrungswissenschaft. 34 (1), 10-15
SCHULGEN, G., LAUSEN, B. and OLSEN, JH., (1995). OUTCOME-ORIENTED CUTPOINTS IN ANALYSIS OF QUANTITATIVE EXPOSURES (VOL 140, PG 172, 1994). AMERICAN JOURNAL OF EPIDEMIOLOGY. 141 (8), 792-792
Schulgen, G., Lausen, B., Olsen, JH. and Schumacher, M., (1994). Outcome-Oriented Cutpoints in Analysis of Quantitative Exposures. American Journal of Epidemiology. 140 (2), 172-184
Altman, DG., Lausen, B., Sauerbrei, W. and Schumacher, M., (1994). Dangers of Using "Optimal" Cutpoints in the Evaluation of Prognostic Factors. Journal of the National Cancer Institute. 86 (11), 829-835
Altman, DG., Lausen, B., Sauerbrei, W. and Schumacher, M., (1994). Response. Journal of the National Cancer Institute. 86 (23), creators-Lausen=3ABerthold=3A=3A
ALTMAN, D., LAUSEN, B., SAUERBREI, W. and SCHUMACHER, M., (1994). Response. JNCI Journal of the National Cancer Institute. 86 (23), 1799-1799
Lausen, B. and Schumacher, M., (1992). Maximally Selected Rank Statistics. Biometrics. 48 (1), creators-Lausen=3ABerthold=3A=3A
Books (6)
Chadjipadelis, T., Lausen, B., Markos, A., Lee, TR., Montanari, A. and Nugent, R., (2021). Data Analysis and Rationality in a Complex World. Springer. 303060103X. 9783030601034
Lausen, B. and Florea, A., (2015). European Conference on Data Analysis (ECDA2015). Data Science: Foundations, Methods and Applications. 2-4 September 2015. Book of Abstracts.. University of Essex, Department of Mathematical Sciences
Lausen, B., Krolak-Schwerdt, S. and Böhmer, M., (2015). Data science, learning by latent structures, and knowledge discovery. Springer. 978-3-662-44982-0
Lausen, B., van den Poel, D. and Ultsch, A., (2013). Algorithms from and for Nature and Life: Classification and Data Analysis. Springer. 978-3-319-00034-3
Fink, A., Lausen, B., Seidel, W. and Ultsch, A., (2010). Advances in Data Analysis, Data Handling and Business Intelligence, Proceedings of the 32nd Annual Conference of the Gesellschaft für Klassifikation e.V., Joint Conference with the British Classification Society (BCS) and the Dutch/Flemish Classification Society (VOC), Helmut-Schmidt-University, Hamburg, July 16-18, 2008. Springer-Verlag. 978-3-642-01043-9
Opitz, O., Lausen, B. and Klar, R., (1993). Concepts, Methods and Applications Proceedings of the 16th Annual Conference of the “Gesellschaft für Klassifikation e.V.” University of Dortmund, April 1–3, 1992. Springer. 978-3-540-56736-3
Book chapters (6)
Michelson, G., Bock, R., Wärntges, S., Hornegger, J., Lausen, B. and Adler, W., (2012). Tele-glaucoma: Experiences and Perspectives. In: Digital Teleretinal Screening. Springer Berlin Heidelberg. 67- 75. 9783642258091
Salhi, A., Lausen, B., Rohmatul, F., Baeshen, M. and Töreyen, Ö., (2010). A game theory framework for clustering. In: Proceedings of the 6th IMT-GT Conference on Mathematics, Statistics and its Applications (ICMSA2010). Editors: Goh, KY., . Wiley. 552- 564. 978-983-41743-3-0
Hothorn, T., Pal, I., Gefeller, O., Lausen, B., Michelson, G. and Paulus, D., (2003). Automated Classification of Optic Nerve Head Topography Images for Glaucoma Screening. In: Classification, Automatization, and New Media. Editors: Gaul, W. and Ritter, G., . Springer. 346- 356. 3540432337. 9783540441830
Hothorn, T. and Lausen, B., (2002). Bagging Combined Classifiers. In: Classification, Clustering, and Data Analysis. Recent Advances and Applications.. Editors: Jajuga, K., Sokolowski, A. and Bock, H., . Springer. 177- 184. 354043691X
Manz, F., Alexy, U., Kersting, M., Lausen, B., Merkel, A., Rochel, H. and Weiler, P., (1998). Mineral intake and urinary excretion in healthy German children and adolescents. In: Paediatric Osteology: Prevention of Osteoporosis - A Paediatric Task?. Editors: Sch�nau, E. and Matkovic, V., . Elsevier Science BV. 105- 110. 0-444-82840-0. 9780444828408
Lausen, B., Sauerbrei, W. and Schumacher, M., (1994). Classification and regression trees (CART) used for the exploration of prognostic factors measured on different scales. In: Computational Statistics. Editors: Dirschedl, P., . Physica Verlag. 483- 496. 3-7908-0813-X
Conferences (19)
Brito, P., Dias, JG., Lausen, B., Montanari, A. and Nugent, R., (2023). Preface
Rajapakse, YDS. and Abrate, S., (2018). Preface
Lausen, B., Potapov, S. and Prokosch, HU., (2018). Health-related use of the Internet in Germany 2007
Alhaji, BB., Dai, H., Hayashi, Y., Vinciotti, V., Harrison, A. and Lausen, B., (2016). Analysis of ChIP-seq Data Via Bayesian Finite Mixture Models with a Non-parametric Component
Khan, Z., Gul, A., Mahmoud, O., Miftahuddin, M., Perperoglou, A., Adler, W. and Lausen, B., (2016). An Ensemble of Optimal Trees for Class Membership Probability Estimation
Gul, A., Khan, Z., Perperoglou, A., Mahmoud, O., Miftahuddin, M., Adler, W. and Lausen, B., (2016). Ensemble of Subset of k-Nearest Neighbours Models for Class Membership Probability Estimation
Mahmoud, O., Harrison, A., Gul, A., Khan, Z., Metodiev, MV. and Lausen, B., (2016). Minimizing Redundancy Among Genes Selected Based on the Overlapping Analysis
Lausen, B., Krolak-Schwerdt, S. and Böhmer, M., (2015). Preface
Tziraki, C., Santana, S., Lausen, B. and Lionis, C., (2013). Spiritual Care in the Integrated Care Paradigm: A Road Map for Physiological Aging and Chronic Illness
Santana, S., Lausen, B., Nordmark, H. and Tziraki, C., (2013). Care transition and network activation within home supported discharge service for stroke patients in Portugal
Lausen, B., Simpkin, S., Elhakeem, A., Hayhoe, R., Metodiev, V., Sandercock, G., Santana, S., Thiel, D., Tziraki, C. and Wood, D., (2013). Predictive models for reablement social care packages in Essex England
Croner, RS., Wirtz, RM., Lausen, B., Prokosch, H., Roedel, C., Rodel, F., Naschberger, E., Hartmann, A., Hohenberger, W. and Stürzl, M., (2010). Prospective evaluation of predictive and prognostic molecular markers in colorectal carcinomas.
Lausen, B., Potapov, S. and Prokosch, HU., (2008). Health-related use of the Internet in Germany 2007
Niemann, H., Chrastek, R., Lausen, B., Kubeçka, L., Jan, J., Mardin, CY. and Michelson, G., (2006). Towards automated diagnostic evaluation of retina images
Akçetin, Z., Zugor, V., Elsässer, D., Krause, FS., Lausen, B., Schrott, KM. and Engehausen, DG., (2005). Does the distance to normal renal parenchyma (DTNRP) in nephron-sparing surgery for renal cell carcinoma have an effect on survival?
Akcetin, Z., Zugor, V., Elsasser, D., Krause, FS., Lausen, B., Schrott, KM. and Engehausen, DG., (2005). Does the distance to normal renal parenchyma (DTNRP) in nephron-sparing surgery for renal cell carcinoma have an effect on survival?
Michelson, G., Chrastek, R., Wolf, M., Hothorn, T., Lausen, B., Lammer, R., Mardin, CY. and Niemann, H., (2003). Automated outlining of the optic nerve head for glaucoma screening
Hothorn, T. and Lausen, B., (2002). Bagging tree classifiers for glaucoma diagnosis
Gleditsch, NP., (1998). Preface
Reports and Papers (2)
Kulakowski, R., Low-Decarie, E. and Lausen, B., Classification of Microorganisms based on 16S rRNA sequencing data
Khan, Z., Gul, A., Perperoglou, A., Miftahuddin, M., Mahmoud, O., Adler, W. and Lausen, B., (2016). An Ensemble of Optimal Trees for Classification and Regression (OTE)
Thesis dissertation (1)
Lausen, B., (1990). Maximal selektierte Rangstatistiken
Other (3)
Khan, Z., Gul, A., Perperoglou, A., Miftahuddin, M., Mahmoud, O., Adler, W. and Lausen, B., Ensemble of optimal trees by Brier score
Medellin-Gasque, R., Nordmark, H., Mullen, A., Citi, L., Perperoglou, A. and Lausen, B., Modeling retail browsing sessions and wearables data
Freitas, DL., Malina, RM., Maia, J., Lefevre, J., Stasinopoulos, M., Gouveia, E., Claessens, A., Thomis, M. and Lausen, B., (2012).Short-term secular change in height, body mass and Tanner-Whitehouse 3 skeletal maturity of Madeira youth, Portugal. Annals of Human Biology. 39(3),Informa Healthcare
Grants and funding
2023
To develop a new 'Job Discovery' Natural Language Processing (NLP) Chatbot which will help provide a superlative candidate advice and access to all potential opportunities when visiting the career page of an organisation.
Innovate UK (formerly Technology Strategy Board)
2022
TBC
National Institute for Health Research
2021
Do working alliance, patient outcome expectations and self-efficacy predict changes in pain and disability from treatment for Achilles tendinopathy?
Chartered Society of Physiotherapy Charitable Trust
Rolls Royce PhD studentship
Rolls Royce Motor Company
2020
BIAS: Responsible AI for Gender and Ethnic Labour Market Equality
Economic and Social Research Council
BIAS: Responsible AI for Gender and Ethnic Labour Market Equality
Economic and Social Research Council
2019
Profusion Media KTP2
Innovate UK (formerly Technology Strategy Board)
Evaluation and prediction of content performance
University of Essex (EIRA/Research England)
Mondaq KTP 2
Innovate UK (formerly Technology Strategy Board)
2018
Business and Local Government Data Research Centre (BLG DRC)
Economic and Social Research Council
2017
To develop a predictive, self-learning model for automotive warranty expenditure with reference to a broad range of drivers ranging from product quality to dealer and customer behaviour.
MSX International
2016
67% Embedding an innovative application of advanced data mining, data analytics and data visualisation to exploit the growth potential of the UK's leading insight platform for professional services firms
Technology STrategy Board
33% Embedding an innovative application of advanced data mining, data analytics and data visualisation to exploit the growth potential of the UK's leading insight platform for professional services firms
Mondaq Ltd
67% Embedding an innovative application of advanced data mining, data analytics and data visualisation to exploit the growth potential of the UK's leading insight platform for professional services firms
Technology STrategy Board
33% Embedding an innovative application of advanced data mining, data analytics and data visualisation to exploit the growth potential of the UK's leading insight platform for professional services firms
Mondaq Ltd
2015
67% To Expand the Company's Data Science Capability, by Developing Cutting Edge Science Techniques using Statistics & Machine Learning
Technology STrategy Board
33% To Expand the Company's Data Science Capability, by Developing Cutting Edge Science Techniques using Statistics & Machine Learning
Profusion Media Ltd
2013
Statistical consulting and trial protocol development for the "Uvea DZ study"
University Hospital Erlangen
2012
Modified Pilates as an adjunct to standard physiotherapy care for urinary incontinence: A pilot study
Colchester Hospitals NHS Foundation Trust
Modified Pilates as an adjunct to standard physiotheraphy care for urinary incontinence: A pilot study
Colchester Hospitals NHS Foundation Trust
B Lausen- Consultancy
Natural Environment Research Council
2011
Identification of new markers and drug candidates...
National Institute Of Health (Nih)
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