General Medical Council

most citedInterpretable Models Capable of Handling Systematic Missingness in Imbalanced Classes and Heterogeneous Datasets

4 citations

researchers with a paper here

E. Baranowski1 · h 9
Kerstin Bunte1
Michael Biehl1 · h 38
P. Tiňo1 · h 40
Sreejita Ghosh1 · h 11
W. Arlt1 · h 93

collaborating institutions

Birmingham Children's HospitalGB1 paper
Birmingham Women’s and Children’s NHS Foundation TrustGB1 paper
Eindhoven University of TechnologyNL1 paper
Imperial College LondonGB1 paper
Medical Research CouncilGB1 paper
MRC London Institute of Medical SciencesGB1 paper
University of BirminghamGB1 paper
University of GroningenNL1 paper

1 paper

cs.LG2022★ 4 cited

Interpretable Models Capable of Handling Systematic Missingness in Imbalanced Classes and Heterogeneous Datasets

Sreejita Ghosh, Elizabeth S. Baranowski, Michael Biehl +3

Application of interpretable machine learning techniques on medical datasets facilitate early and fast diagnoses, along with getting deeper insight into the data. Furthermore, the…