
Dirk Belmans
Assistant Professor Biological Sciences - PhD researcher

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About me
Owner BelMetrics | Statistical Data Science for Health & Life Sciences | Training and Consulting
Education

VLEKHO Business School Brussels
1989 - 1990Certificate Strategic Management
Sint Pietersinstituut
1973 - 1976Higher Secondary Education Sciences and Mathematics
Katholieke Universiteit Leuven
1980 - 1981Teaching Certificate Higher Education in Sciences
KU Leuven
1982 - 1988PhD Biochemistry & Molecular Biology | Biotechnology Magna Cum Laude
Katholieke Universiteit Leuven
1976 - 1980Master Biological Sciences
KU Leuven
1996 - 1997Advanced Master Statistical Data SciencesDissertation: Application of Generalized Linear Mixed Models for longitudinal Clinical Trial data.Promotors : Prof Geert Verbeke and Prof Emmanuel LesaffreProgramme components:Basic concepts of Statistical Modeling, Statistical computing, Multiple Regression techniques, Experimental Design, Analysis of Variance, Categorical Data Analysis, Multivariate Analysis, Nonparametric Statistics, Time Series Analysis, Statistical Process Control, Loglinear Models, Generalized linear… Voir plus Dissertation: Application of Generalized Linear Mixed Models for longitudinal Clinical Trial data.Promotors : Prof Geert Verbeke and Prof Emmanuel LesaffreProgramme components:Basic concepts of Statistical Modeling, Statistical computing, Multiple Regression techniques, Experimental Design, Analysis of Variance, Categorical Data Analysis, Multivariate Analysis, Nonparametric Statistics, Time Series Analysis, Statistical Process Control, Loglinear Models, Generalized linear models Voir moins
Experience

KU Leuven
Oct 1981 - Nov 1988Assistant Professor Biological Sciences - PhD researcherCompletion of research project which led to PhD in Sciences - molecular cell biology.Developing and teaching courses biosciences for students medicine, pharmacy, biology, chemistry and bio-engineering.

Honeywell
Jan 1989 - Jan 1992Trainer Industrial Process Control SystemsTrainer and consultant in manufacturing process control systems in petrochemical, chemical, pharmaceutical and food industry for Shell, BP, Exxon, Statoil, Hoechst, BASF, BAYER, ...

Bolt, Beranek and Newman Technology
Sept 1992 - Mar 1993Data Analysis Software ConsultantResponsible for Data Analysis Software Solutions for Manufacturing Industry.

Alcon
Jan 1993 - Sept 1994Quality and Validation EngineerStatistical consultancy for Quality Assurance and Regulatory Affairs.Designed quality improvement studies for aseptic processing, filling and packaging.Conducted GMP/GLP audits in sterile Manufacturing Units and Quality Control Labs.

Validation Systems, Inc.
Sept 1994 - Jan 1996Validation Biopharma Project ManagerResponsible for planning, resourcing and follow-up of large validation projects at Eli Lily (London), COR-Therapeutics (San Francisco) and Peptisyntha (Solvay Research Center, Brussels), Behring Diagnostics (USA).Responsible for design, analysis and reporting of validation studies conform FDA and EC regulations. Guarantee compliance with GMP regulations.Tasks included collection, evaluation, analysis and reporting of scientific and engineering information and data.

BelMetrics bv
Jan 1995 - nowCompany Owner | Statistics and Data Science | Training and ConsultingDevelop and lead "Biostatistics in Practice" hands-on workshops for biomedical professionals.Develop and lead "Advanced Statistical Modeling" seminars and hands-on workshops for multinational groups of cardiologists at Medtronic Inc.Develop and lead training "Statistical modeling for cancer prediction algorithms" at Advanced Medical DIagnostics.Develop and lead "Intro to Practical Statistics and data mining" certification programs at Belgian Federal Government for A-level officers of finance, social affairs, justice, health care, food safety, ...Develop "Statistical Certification Tests" for A-level officers at the Belgian Federal Government.Develop and lead various 'Analytical Techniques' workshops at SPE-Luminus.Biostatistical consulting at UCB Pharma supporting Clinical R&D and Global Medical Affairs. Lead a pilot project on the modeling of "Drug Response Prediction" with SAS Enterprise Miner.Develop and Lead courses "Statistical Methods for the Analysis of Clinical Trials" for Medical Directors of various Pharma companies.Individual coaching and training of university students and business professionals in the statistical sciences and data analysis domain. Voir moins

Johnson & Johnson
Jan 1996 - Jan 1997Biostatistician - Clinical ResearchResponsible for all statistical aspects of Phase 1 to Phase 3 clinical trial projects, including study design, sample size calculations, statistical analysis and reporting conform to ICH guidelines. Therapeutic areas: infectious diseases, dermatology, allergy, CNS and oncology.

SAS
Jan 1997 - Jan 2003Business Development Manager - Head Data Mining SolutionsDevelop and present proof-of-concepts for Data Mining, Machine Learning and Artificial Intelligence applications.Responsible for Advanced Analytics go-to-market strategy in Belux ; resulted in Enterprise Miner project deals at major financial, telecom, pharma and retail companies in Belgium.Identify data analysis business needs in big pharma, banking, insurance, energy and telecom companies and translate into SAS software solutions.Develop in-house competencies to support statistical product line. Voir moins

UCLL Research & Expertise
Sept 2003 - Sept 2006Course Leader - Statistics, Customer Analytics and Business StrategyDevelop and lead courses marketing research, customer analytics, strategic planning, business statistics, financial management of business.Coach students during their in-company projects.Start-up of new Advanced Business Management program.Consult companies on quantitative marketing, customer analytics and research methodology.

OFO-IFA
Jan 2006 - Jan 2015Program Leader - Statistics in PracticeDevelop and Lead Courses and Workshops 'Statistics in Practice' for A-level administrators of public sector departments such as finance, social affairs, justice, health care, food safety. Development of Statistical Certification tests for A-level administrators.

UCB
Jan 2008 - Jan 2008Senior Biostatistician - Clinical ResearchInitiated CIMZIA drug response prediction with classification algorithms developed with SAS Enterprise Miner.

Medtronic
Nov 2008 - Jan 2018Seminar Leader - Advanced Statistical Models in CardiologyDevelop and lead statistical workshops for medical specialists throughout Europe :- Advanced Statistical Modeling in Interventional Cardiology and Cardiovascular Surgery- Statistics in Practice for Interventional Cardiologists- Intro to BiostatisticsSeminars conducted in Prague, Milan, London, Heidelberg, Bad Nauheim, Brussels, Leuven, Amsterdam, Maastricht, Utrecht, Madrid, Athens, ...

Luminus
Jan 2010 - Jan 2010Course Leader - Analytical MethodsDevelop and Lead Workshops 'Analytical Methods for Quality Improvement'.

StatHuis - Private School
Sept 2011 - nowIndividual Coaching | Statistical Sciences for Students & Professionals
AMD - HistoScanning
Mar 2014 - Jan 2014Course Leader - Statistical Learning AlgorithmsDevelop and Teach advanced course on statistical prediction/classification models for cancer screening.

VLAIO (Flemish Agency for Innovation)
Jan 2017 - nowExpert Evaluator Life Sciences/Biomedical Innovation ProjectsActing as independent predictive modeling expert for the evaluation of innovation projects in the biomedical/pharmaceutical/life sciences field.
Licenses & Certifications

High Impact Presentations
Dale CarnegieSept 2000
Criterion-Referenced Instruction
Mager Associates Inc.Nov 1990
Effective Communication
European Management Development Centre - HoneywellOct 1990
Achieving and Providing Quality Services
European Management Development Centre - HoneywellDec 1989
Fellow van het Hogenheuvelcollege
KU LeuvenMay 2001
Languages
- enEnglish
- frFrench
- geGerman
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