October 2021:
LVQ toolbox revised and new sklvq package available
The no-nonsense (GM)LVQ toolbox has been revised for matlab (R2021)
by Roland Veen, see here.
Rick van Veen's
sklearn compatible sklvq package is documented also in a
recent (open access) publication:
October 2021: Michele
Mastropietro defended his PhD
September 2021: Sreejita Ghosh
defended her PhD thesis
July 2021:
June 2021:
April 2021:
March 2021:
March 2021:
Our paper in
The Lancet Diabetes and Endocronology
on Urine Steroid Metabolomics
February 01, 2021:
Honorary Professorship
January 26, 2021:
Best PhD Thesis Award for Godliver Owomugisha
December 18, 2020:
100 journal publications
November 23, 2020:
RUG online magazine
November 2020:
November 2020:
October 19, 2020:
David Nebel
defended his PhD thesis
October 8, 2020:
DSA Research Award for Godliver Owomugisha
September 2020:
August 28, 2020:
Godliver Owomugisha defended her PhD thesis
July 2020:
JMLR, vol. 22, issue 231, pp. 1-6.
Numerical
simulations of dwarf galaxies in the Fornax cluster
and obtained a double degree with Ghent University, Belgium.
The project was completed under main supervsion by Sven de Rijcke (Ghent).
Congratulations, Dr. Michele!
Intrinsically Interpretable Machine Learning in
Computer Aided Diagnosis
completed under the main supervsion by
Kerstin Bunte
Congratulations, Dr. Sreejita :-)
Google AI for Social Good
supports the project
Adoption of smartphone agro-applications for field-based disease diagnosis
and real-time feedback for smallholder farmers
of former PhD student
Godliver Owomugisha
and the Papoli Community Development Foundation
IEEE Access
The paper
Matrix
Relevance Learning From Spectral Data for Diagnosing Cassava Diseases
has been published (open access) in IEEE Access, Volume 9, pp. 83355-83363, 2021,
doi: 10.1109/ACCESS.2021.308723
25 May 2021:
M. Biehl gave an invited talk at the
23rd European Congress of Endocrinology eECE2021:
Interpretable machine learning models in endocrinology (and beyond)
Neural Computing and Applications (NCAA)
The paper
Supervised learning in the presence of concept drift: a modelling framework
has been published in a special issue
of NCAA
and is available online (open access)
Annals of Surgery: online publication ahead of print (2021)
Comment on ''A Modern Assessment of Cancer Risk in Adrenal Incidentalomas''
V. Chortis, A.J. Sitch, I. Bancos, A. Prete, A.E. Taylor, M. Biehl, J.J. Deeks, W. Arlt
for the detection of adrenal cancer
in adrenal incidentalomas was acknowledged as top advance
in 2020
by
Endocrinology and Metabolism.
I have been awarded the title of Honorary Professor of Machine
Learning at the
Institute
of Metabolism and Systems Research
(ISMR) of
the University of Birmingham/UK.
Godliver Owomugisha has won the
2020 Best Thesis Award
of the Groningen Engineering Center for her thesis
Computational
Intelligence and modeling crop disease data in Africa
The list of my 100 most important journal publications :-) now available.
published a nice piece on our longstanding collaboration in machine
learning and steroid metabolomcis
with the
Medical School, University of Birmingham, UK.
Smart algorithm improves diagnosis of adrenal tumours
(by Rene Fransen)
Physica A: Statistical Mechanics and its Applications Vol. 564, 2021, 125517 (open access)
Hidden unit specialization in layered
neural networks: ReLU vs. sigmoidal activation
Elisa Oostwal, Michiel Straat, Michael Biehl
Our systematic comparison of networks with
ReLU and sigmoidal units in model
situations
reveals surprising differences in their training and generalization
behavior.
Frontiers in Applied Mathematics
and Statistics Vol. 6, 56, 2020 (open access)
Data-Driven
Supervised Learning for Life Science Data
Maximilian Münch, Christoph Raab, Michael Biehl, Frank-Michael Schleif
Median Variants of Prototype Based
Learning Vector Quantization
Congratulations Dr. David :-)
The project Early detection and diagnosis of crop diseases in
asymptomatic plants:
acquisition and machine learning analysis of
spectral data
will be supported by
Data Science Africa.
This will enable us to continue our collaboration with the
National Crops Resources Research Institute (NaCRRI) of Uganda
in the diagnosis and monitoring of cassava disease.
Computer Methods and Programs in Biomedicine
Vol. 197, 2020, 105708 (open access)
An application of Generalized Matrix Learning
Vector Quantization in Neuroimaging
R. van Veen, V. Gurvits, R.V. Kogan, S.K. Meles, G.-J. de Vries, R.J. Renken,
M.C. Rodriguez-Oroz, R. Rodriguez-Rojas, D. Arnaldi, S. Raffa, B.M. de Jong,
K.L. Leenders, M. Biehl
Computational
Intelligence and modeling crop disease data in Africa
Congratulations Dr. Godliver :-)
The Lancet Diabetes and Endocrinology
Vol. 8, issue 9, 773-781, 2020 (open access)
Urine steroid metabolomics for the differential diagnosis of adrenal incidentalomas
in the EURINE-ACT study: a prospective test validation study
I. Bancos, A. Taylor, V. Chortis, A. Sitch et al.
DOI: 10.1016/S2213-8587(20)30218-7 (pdf), also:
PubMed.gov