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Professor Berthold Lausen

Professor
School of Mathematics, Statistics and Actuarial Science (SMSAS)
Professor Berthold Lausen
  • Email

  • Telephone

    +44 (0) 1206 872958

  • Location

    STEM 5.18, Colchester Campus

  • Academic support hours

    Open Door Policy

Profile

Biography

Berthold Lausen has 38 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 - , Vlog. 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 Vlog (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

  • Diplom-Statistiker, Department of Statistics, University of Dortmund in 1987;

  • Dr. rer. nat. (PhD), Department of Statistics, University of Dortmund in 1990;

  • Privatdozent (habilitation) in biometry and epidemiology, Medical School, University Erlangen-Nuremberg in 2003;

Appointments

Vlog

  • Professor of Data Science & Statistics, Mathematics, Statistics and Actuarial Science (SMSAS), Vlog (1/10/2017 - present)

  • Head of Department, Mathematics, Statistics and Actuarial Science (SMSAS), Vlog (1/8/2016 - 31/7/2021)

  • Professor of Statistics, Mathematics, Statistics and Actuarial Science (SMSAS), Vlog (1/10/2012 - 30/9/2017)

  • Reader in Statistics, Mathematics, Statistics and Actuarial Science (SMSAS), Vlog (1/10/2010 - 30/9/2012)

  • Senior Lecturer in Statistics, Mathematics, Statistics and Actuarial Science (SMSAS), Vlog (1/1/2009 - 30/9/2010)

Other academic

  • Auβerplanmäβiger Professor für Biometrie und Epidemiologie, Medizinische Fakultät, Universität Erlangen-Nürnberg (26/8/2010 - present)

  • Leiter der Arbeitsgruppe Biostatistische Verfahren, Institut für Medizininformatik, Biometrie und Epidemiologie, Universität Erlangen-Nürnberg (1/7/2000 - 31/12/2008)

  • 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

Key words: Artificial Intelligence
Open to supervise

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, Vlog, 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, Vlog (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

  • Applied Statistics (MA321)

  • Modelling experimental and observational data (MA335)

  • Professional Placement (MA911)

  • Mathematics Careers and Employability (MA199)

Previous supervision

Alexander Kieran Partner
Alexander Kieran Partner
Thesis title: Post-16 Mathematics Qualifications as Preparation for Quantitative Study in Higher Education
Degree subject: Mathematics
Degree type: Doctor of Philosophy
Awarded date: 13/3/2025
Juan Pablo Equihua Linares
Juan Pablo Equihua Linares
Thesis title: Representation Learning Methods for Sequential Information in Marketing and Customer Level Transactions
Degree subject: Data Science
Degree type: Doctor of Philosophy
Awarded date: 25/10/2023
Rafal Piotr Kulakowski
Rafal Piotr Kulakowski
Thesis title: Supervised Learning Methods for 16S Rrna Based Functional Annotation
Degree subject: Statistics
Degree type: Doctor of Philosophy
Awarded date: 27/10/2021
 Nosheen
Nosheen
Thesis title: Random Projection Optimal Trees Ensemble
Degree subject: Statistics
Degree type: Doctor of Philosophy
Awarded date: 8/7/2021
Najlaa Tarik Jassim Jassim
Najlaa Tarik Jassim Jassim
Thesis title: Asymmetric Loss Functions and Combination of Forecasts with Applications in Equity Premium Prediction
Degree subject: Statistics
Degree type: Doctor of Philosophy
Awarded date: 6/1/2021
Naz Gul
Naz Gul
Thesis title: Optimal Survival Trees Ensemble
Degree subject: Statistics
Degree type: Master of Science (by Dissertation)
Awarded date: 19/9/2018
Stavros Poupakis
Stavros Poupakis
Thesis title: Three Essays in Applied Microeconometrics
Degree subject: Economics
Degree type: Doctor of Philosophy
Awarded date: 29/5/2018
John Nicholas Ferguson
John Nicholas Ferguson
Thesis title: Natural Variation of Water Use and Water Productivity in Arabidopsis Thaliana
Degree subject: Biological Sciences
Degree type: Doctor of Philosophy
Awarded date: 11/5/2017
Baba Bukar Alhaji Bukar
Baba Bukar Alhaji Bukar
Thesis title: Bayesian Analysis for Mixtures of Discrete Distributions with a Non-Parametric Component
Degree subject: Statistics
Degree type: Doctor of Philosophy
Awarded date: 24/5/2016
Miftahuddin Miftahuddin
Miftahuddin Miftahuddin
Thesis title: Modelling Sea Surface Temperature Using Generalized Additive Models for Location Scale and Shape By Boosting Ith Autocorrelation
Degree subject: Statistics
Degree type: Doctor of Philosophy
Awarded date: 27/4/2016
Osama Fathy Abdelhaleem Mahmoud
Osama Fathy Abdelhaleem Mahmoud
Thesis title: Improving Statistical Learning Within Functional Genomic Experiments By Means of Feature Selection
Degree subject: Statistics
Degree type: Doctor of Philosophy
Awarded date: 8/10/2015
Asma Gul
Asma Gul
Thesis title: Ensemble of Selected Subset Knn Classifiers
Degree subject: Statistics
Degree type: Doctor of Philosophy
Awarded date: 12/5/2015
Zardad Khan
Zardad Khan
Thesis title: Ensemble of Selected Trees for Classification and Regression
Degree subject: Statistics
Degree type: Doctor of Philosophy
Awarded date: 20/4/2015
Duarte Luis Freitas
Duarte Luis Freitas
Thesis title: Skeletal Maturity, Human Physical Growth and Motor Performance
Degree subject: Statistics
Degree type: Master of Science (by Dissertation)
Awarded date: 30/4/2012
Hakem Ajel Jabbar
Hakem Ajel Jabbar
Degree subject: Statistics and Data Analysis
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., . Archives of Data Science

Ellenberger, D., Lausen, B. and Friede, T., (2021). . Biometrical Journal. o (3), 558-574

Khan, Z., Gul, N., Faiz, N., Asma, G., Adler, W. and Lausen, B., (2021). . IEEE Access. 9, 28591-28607

Khan, Z., Gul, A., Perperoglou, A., Miftahuddin, M., Mahmoud, O., Adler, W. and Lausen, B., (2020). . 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). . Advances in Data Analysis and Classification. 12 (4), 827-840

Lausen, A., Marsland, L., Head, S., Jackson, J. and Lausen, KB., (2018). . 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). . Journal of Applied Statistics. 43 (8), 1369-1385

Metodieva, G., Adoki, S., Lausen, B. and Metodiev, MV., (2016). . EBioMedicine. 8, 150-158

Adler, W., Gefeller, O., Gul, A., Horn, FK., Khan, Z. and Lausen, B., (2016). . 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). . 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). . 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). . Oncogene. 34 (5), 639-649

Mahmoud, O., Harrison, A., Perperoglou, A., Gul, A., Khan, Z., Metodiev, MV. and Lausen, B., (2014). . BMC Bioinformatics. 15 (1), 274-

Croner, RS., Stürzl, M., Rau, TT., Metodieva, G., Geppert, CI., Naschberger, E., Lausen, B. and Metodiev, MV., (2014). . 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). . 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). . Journal of Proteomics. 75 (10), 3031-3040

Horn, FK., Lämmer, R., Mardin, CY., Lämmer, AG., Michelson, G., Lausen, B. and Adler, W., (2012). . Journal of Glaucoma. 21 (1), 27-34

Jones, DOB., Gates, A. and Lausen, B., (2012). . Marine Ecology Progress Series. 461, 71-82

Adler, W., Potapov, S. and Lausen, B., (2011). . Computational Statistics. 26 (2), 355-369

Adler, W., Brenning, A., Potapov, S., Schmid, M. and Lausen, B., (2011). . Computational Statistics & Data Analysis. 55 (5), 1933-1941

Santana, S., Lausen, B., Bujnowska-Fedak, M., Chronaki, CE., Prokosch, H. and Wynn, R., (2011). . BMC Family Practice. 12 (20), 20-

Zugor, V., Schott, GE., Lausen, B., Kühn, R. and Labanaris, AP., (2010). . Anticancer Research. 30 (5), 1735-1739

Santana, S., Lausen, B., Bujnowska-Fedak, M., Chronaki, CE., Kummervold, PE., Rasmussen, J. and Sorensen, T., (2010). . 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). . The Journal of Sexual Medicine. 7 (9), 3199-3205

Adler, W., Wärntges, S., Lausen, B. and Michelson, G., (2010). . 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). . 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). . Journal of Biomedicine and Biotechnology. 2009 (837170), 837170-

Harazny, J., Scholz, M., Buder, T., Lausen, B. and Kremers, J., (2009). . 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). . Atherosclerosis. 205 (2), 512-516

Radespiel-Tröger, M., Meyer, M., Pfahlberg, A., Lausen, B., Uter, W. and Gefeller, O., (2009). . 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). . 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). . Methods of Information in Medicine. 47 (1), 38-46

Brenning, A. and Lausen, B., (2008). . Statistics in Medicine. 27 (22), 4515-4531

Lausen, B., Potapov, S. and Prokosch, H., (2008). . GMS Medizinische Informatik, Biometrie und Epidemiologie. 4 (2), 1-12

Zugor, V., Labanaris, AP., Lausen, B. and Schott, GE., (2008). . 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). . Annals of Surgery. 247 (5), 803-810

Michelson, G., Hornegger, J., Wärntges, S. and Lausen, B., (2008). . 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). . 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). . 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). . 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). . Journal of Glaucoma. 16 (4), 363-371

Dumitru, RC., B�rkle, T., Potapov, S., Lausen, B., Wiese, B. and Prokosch, H., (2007). . International Journal of Public Health. 52 (5), 275-285

Mardin, CY., Peters, A., Horn, F., Jünemann, AG. and Lausen, B., (2006). . Journal of Glaucoma. 15 (4), 299-305

Lehmann, MV., Mardin, CY., Lausen, B., Reulbach, U. and Bergua, A., (2006). . 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). . Medical Image Analysis. 9 (4), 297-314

Hothorn, T. and Lausen, B., (2005). . Computational Statistics & Data Analysis. 49 (4), 1068-1078

Wick, U., Kirsch, M., Rauch, A., Chudoba, I., Lausen, B., Efferth, T. and Gebhart, E., (2005). . Cytogenetic and Genome Research. 111 (1), 34-40

Peters, A., Hothorn, T. and Lausen, B., (2005). . 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). . Cancer. 104 (2), 395-404

Lausen, B., Hothorn, T., Bretz, F. and Schumacher, M., (2004). . Biometrical Journal. 46 (3), 364-374

Lindenberg, T., Peters, A., Horn, FK., Lausen, B. and Korth, M., (2004). . 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). . Journal of Glaucoma. 12 (4), 340-346

Hothorn, T. and Lausen, B., (2003). . Computational Statistics & Data Analysis. 43 (2), 121-137

Hothorn, T. and Lausen, B., (2003). . Artificial Intelligence in Medicine. 27 (1), 65-79

Hothorn, T., Lausen, B., Benner, A. and Radespiel-Tröger, M., (2003). . Statistics in Medicine. 23 (1), 77-91

Radespiel-Tröger, M., Rabenstein, T., Schneider, HT. and Lausen, B., (2003). . Artificial Intelligence in Medicine. 28 (3), 323-341

Peters, A., Lausen, B., Michelson, G. and Gefeller, O., (2003). . Methods of Information in Medicine. 42 (1), 99-103

Peters, A. and Lausen, B., (2003). . Biometrical Journal. 45 (8), 1023-1041

Hothorn, T. and Lausen, B., (2003). . Pattern Recognition. 36 (6), 1303-1309

Küchle, M., Lausen, B. and Gusek-Schneider, G., (2003). . 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). . Journal of Neural Transmission. 109 (12), 1499-1504

Lausen, B., Lerche, R. and Schumacher, M., (2002). . Biometrical Journal. 44 (2), 131-147

Viestenz, A., Lausen, B., Jünemann, AM. and Mardin, CY., (2002). . 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). . Pediatric Nephrology. 13 (9), 894-899

Lausen, B., (1999). . 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). . 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). . 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). . 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). . Computational Statistics & Data Analysis. 21 (3), 307-326

Manz, F., Remer, T., Decherspliethoff, E., Hohler, M., Kersting, M., Kunz, C. and Lausen, B., (1995). . 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). . American Journal of Epidemiology. 140 (2), 172-184

Altman, DG., Lausen, B., Sauerbrei, W. and Schumacher, M., (1994). . 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). . JNCI Journal of the National Cancer Institute. 86 (23), 1799-1799

Lausen, B. and Schumacher, M., (1992). . Biometrics. 48 (1), creators-Lausen=3ABerthold=3A=3A

Books (7)

Brito, P., Dias, JG., Lausen, B., Montanari, A. and Nugent, R., (2023). Classification and Data Science in the Digital Age. Springer Nature. 3031090349. 9783031090349

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). . Vlog, Department of Mathematical Sciences

Lausen, B., Krolak-Schwerdt, S. and Böhmer, M., (2015). . Springer. 978-3-662-44982-0

Lausen, B., van den Poel, D. and Ultsch, A., (2013). . Springer. 978-3-319-00034-3

Fink, A., Lausen, B., Seidel, W. and Ultsch, A., (2010). . Springer-Verlag. 978-3-642-01043-9

Opitz, O., Lausen, B. and Klar, R., (1993). . 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). . 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). . In: Classification, Automatization, and New Media. Editors: Gaul, W. and Ritter, G., . Springer. 346- 356. 3540432337. 9783540441830

Hothorn, T. and Lausen, B., (2002). . 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). . 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). . 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).

Khan, Z., Gul, A., Mahmoud, O., Miftahuddin, M., Perperoglou, A., Adler, W. and Lausen, B., (2016).

Gul, A., Khan, Z., Perperoglou, A., Mahmoud, O., Miftahuddin, M., Adler, W. and Lausen, B., (2016).

Mahmoud, O., Harrison, A., Gul, A., Khan, Z., Metodiev, MV. and Lausen, B., (2016).

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 Vlog 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?

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?

Michelson, G., Chrastek, R., Wolf, M., Hothorn, T., Lausen, B., Lämmer, 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).

Thesis dissertation (1)

Lausen, B., (1990).

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).. Annals of Human Biology. 39(3),Informa Healthcare

Grants and funding

2025

A consultancy Innovation Voucher project to tag and classify a unique data set and then cluster objects and processes

Neutreeno Limited

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

Vlog (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)

Contact

blausen@essex.ac.uk
+44 (0) 1206 872958

Location:

STEM 5.18, Colchester Campus

Academic support hours:

Open Door Policy

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