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Journal Articles

Automated Cytomorphological Analysis of Bone Marrow Samples: A Proof-of-Principle Study for AI-Based Classification on a Real-Life Data Set of 979 Unselected Cases

Christoph Kornauth, Valerio Lupperger, Sven Maschek, Wolfgang Kern, Claudia Haferlach, Torsten Haferlach, Christian Pohlkamp
Journal: Blood
Blood (2023) 142 (Supplement 1): 2284.
https://doi.org/10.1182/blood-2023-188716
Published: 2023
Journal Articles

Artificial Intelligence (AI)-Predicted Medical Diagnosis in Suspected Mature B-Cell Neoplasms Based on Flow Cytometric Raw Data

Martha-Lena Mueller, Sven Maschek, Lisa Erdl, Adriane Koppelle, Claudia Haferlach, Manja Meggendorfer, Torsten Haferlach, Wolfgang Kern
Journal: Blood
Blood (2023) 142 (Supplement 1): 3663.
https://doi.org/10.1182/blood-2023-189799
Published: 2023
Journal Articles

Evaluation of a Transparent Artificial Intelligence (AI) Disease Classification System with Whole Genome Sequencing (WGS) and Whole Transcriptome Sequencing (WTS) Data in a Prospective Study with 325 Cases

Niroshan Nadarajah, Sven Maschek, Stephan Hutter, Manja Meggendorfer, Wolfgang Kern, Claudia Haferlach, Torsten Haferlach
Journal: Blood
Blood (2022) 140 (Supplement 1): 1915–1916.
https://doi.org/10.1182/blood-2022-169093
Published: 2022
Journal Articles

A Fully Automated Digital Workflow for Assessment of Bone Marrow Cytomorphology Based on Single Cell Detection and Classification with AI

Christian Pohlkamp, Niroshan Nadarajah, Piyush Srivastava, Sven Maschek, Rudolf Drescher, Siegfried Hänselmann, Thomas Lörch, Claudia Haferlach, Wolfgang Kern, Torsten Haferlach
Journal: Blood
Blood (2022) 140 (Supplement 1): 10725–10726.
https://doi.org/10.1182/blood-2022-168780
Published: 2022
Journal Articles

A Completely Digital Workflow for Differentials in Bone Marrow Cytomorphology Supported By Machine Learning Provides Promising Results in Object Detection

Christian Pohlkamp, Niroshan Nadarajah, Inseok Heo, Dimitros Tziotis, Sven Maschek, Rudolf Drescher, Siegfried Hänselmann, Thomas Lörch, Claudia Haferlach, Wolfgang Kern, Torsten Haferlach
Journal: Blood
Blood (2021) 138 (Supplement 1): 4922.
https://doi.org/10.1182/blood-2021-152851
Published: 2021
Journal Articles

Automated Comprehensive Diagnostics of Hematologic Neoplasms By Artificial Intelligence Models Using Flow Cytometric Raw Matrix Data

Frauke Bellos, Kim Pawelka, Elena Fortina, Manusnan Suriyalaksh, Sven Maschek, Claudia Haferlach, Manja Meggendorfer, Torsten Haferlach, Wolfgang Kern
Journal: Blood
Blood (2021) 138 (Supplement 1): 104.
https://doi.org/10.1182/blood-2021-150697
Published: 2021