|Characterization of glycosylphosphatidylinositol biosynthesis defects by clinical features, flow cytometry, and automated image analysis|
A Knaus, JT Pantel, M Pendziwiat, N Hajjir, M Zhao, TC Hsieh, ...
Genome Medicine 10 (1), 1-13, 2018
|PEDIA: prioritization of exome data by image analysis|
TC Hsieh, MA Mensah, JT Pantel, D Aguilar, O Bar, A Bayat, ...
Genetics in Medicine 21 (12), 2807-2814, 2019
|Advances in computer‐assisted syndrome recognition by the example of inborn errors of metabolism|
JT Pantel, M Zhao, MA Mensah, N Hajjir, TC Hsieh, Y Hanani, N Fleischer, ...
Journal of Inherited Metabolic Disease: Official Journal of the Society for …, 2018
|Hematologist‐Level Classification of Mature B‐Cell Neoplasm Using Deep Learning on Multiparameter Flow Cytometry Data|
M Zhao, N Mallesh, A Höllein, R Schabath, C Haferlach, T Haferlach, ...
Cytometry Part A 97 (10), 1073-1080, 2020
|Befaas: An application-centric benchmarking framework for faas platforms|
M Grambow, T Pfandzelter, L Burchard, C Schubert, M Zhao, D Bermbach
2021 IEEE International Conference on Cloud Engineering (IC2E), 1-8, 2021
|An artificial intelligence (AI) approach for automated flow cytometric diagnosis of B-cell lymphoma|
A Höllein, M Zhao, R Schabath, T Haferlach, C Haferlach, P Krawitz, ...
Blood 132, 2856, 2018
|Knowledge transfer to enhance the performance of deep learning models for automated classification of B cell neoplasms|
N Mallesh, M Zhao, L Meintker, A Höllein, F Elsner, H Lüling, T Haferlach, ...
Patterns 2 (10), 2021
|An artificial neural network providing highly reliable decision support in a routine setting for classification of B-cell neoplasms based on flow cytometric raw data|
W Kern, F Elsner, M Zhao, N Mallesh, R Schabath, C Haferlach, P Krawitz, ...
Blood 134, 886, 2019
|Knowledge Transfer between Artificial Neural Networks for Different Multicolor Flow Cytometry Protocols Improves Classification Performance for Rare B-Cell Neoplasm Subtypes|
N Mallesh, M Zhao, F Elsner, H Lueling, R Schabath, C Haferlach, ...
Blood 134, 2094, 2019
|FlowCat: Automated classification of B-cell lymphoma subtypes|
N Mallesh, M Zhao, A Hoellein, R Schabath, T Haferlach, C Haferlach, ...
EUROPEAN JOURNAL OF HUMAN GENETICS 28 (SUPPL 1), 649-649, 2020
|Advances in computer-assisted syndrome recognition by the example of inborn errors of metabolism|
JT Pantel, M Zhao, MA Mensah, N Hajjir, T Hsieh, Y Hanani, N Fleischer, ...
EUROPEAN JOURNAL OF HUMAN GENETICS 27, 574-575, 2019
|Exploring molecular interactions by clustering analysis of similarity scores from next-generation phenotyping approaches|
T Hsieh, N Hajjir, JT Pantel, M Mensah, M Zhao, J Hertzberg, M Schubach, ...
EUROPEAN JOURNAL OF HUMAN GENETICS 27, 584-584, 2019