Deep learning differentiates myeloproliferative neoplasms and predicts JAK2 and CALR mutations from bone marrow smears
Jan‐Niklas Eckardt, Chethan Babu V. Reddy, Holger Hauspurg, Sebastian Riechert et autres
0 citationsAnnals of Hematology
Sebastian Riechert
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13Publications signalées
235Citations signalées
1Affiliations récentes
Institutions déclarées
Domaines associés
Digital Imaging for Blood DiseasesAcute Myeloid Leukemia ResearchAI in cancer detectionMyeloproliferative Neoplasms: Diagnosis and TreatmentCell Image Analysis Techniques
Publications récentes
Image-based explainable artificial intelligence accurately identifies myelodysplastic neoplasms beyond conventional signs of dysplasia
Jan‐Niklas Eckardt, Ishan Srivastava, Freya Schulze, Susann Winter et autres
4 citationsnpj Precision Oncology
Deep learning predicts IDH1 mutation status in Acute Myeloid Leukemia from bone marrow smear images
Jan‐Niklas Eckardt, Ishan Srivastava, C Babu, Sebastian Riechert et autres
2 citationsBlood
Synthetic bone marrow images augment real samples in developing acute myeloid leukemia microscopy classification models
Jan‐Niklas Eckardt, Ishan Srivastava, Susann Winter, Tim Schmittmann et autres
10 citationsnpj Digital Medicine
Image-based Explainable Artificial Intelligence Accurately Identifies Myelodysplastic Neoplasms Beyond Conventional Signs of Dysplasia
Jan‐Niklas Eckardt, Ishan Srivastava, Freya Schulze, Susann Winter et autres
1 citationmedRxiv
Synthetic Bone Marrow Smears Are a Privacy-Preserving Substitute for Developing Accurate Leukemia Classification Models in Hematological Microscopy
Jan‐Niklas Eckardt, Ishan Srivastava, Susann Winter, Tim Schmittmann et autres
0 citationsBlood
Autonomous Region-of-Interest Detection, Cell Segmentation and Cell Classification in Bone Marrow Cytomorphology Using Deep Learning
Dante Adami, Sebastian Riechert, Tim Schmittmann, Markus Badstübner et autres
2 citationsBlood
Explainable End-to-End Supervised Learning Identifies Myelodysplastic Neoplasms in Bone Marrow Smears
Jan‐Niklas Eckardt, Tim Schmittmann, Freya Schulze, Sebastian Riechert et autres
0 citationsBlood
Automated Preselection of Regions of Interest By Deep Learning Facilitates Rapid Whole Slide Image Analysis of Bone Marrow Smears
Martin M. K. Schneider, Freya Schulze, Tim Schmittmann, Sebastian Riechert et autres
1 citationBlood
Deep learning identifies Acute Promyelocytic Leukemia in bone marrow smears
Jan‐Niklas Eckardt, Tim Schmittmann, Sebastian Riechert, Michael Krämer et autres
81 citationsBMC Cancer
Additional file 1 of Deep learning identifies Acute Promyelocytic Leukemia in bone marrow smears
Jan‐Niklas Eckardt, Tim Schmittmann, Sebastian Riechert, Michael Krämer et autres
0 citationsFigshare
Deep learning detects acute myeloid leukemia and predicts NPM1 mutation status from bone marrow smears
Jan‐Niklas Eckardt, Jan Moritz Middeke, Sebastian Riechert, Tim Schmittmann et autres
129 citationsLeukemia
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