Hematology | Immunology | Oncology Imaging Flow Cytometry and Convolutional Neural Network-Based Classification Enable Discrimination of Hematopoietic and Leukemic Stem Cells in Acute Myeloid Leukemia. June 27, 2024
Hematology | Pathology Deep learning predicts therapy-relevant genetics in acute myeloid leukemia from Pappenheim-stained bone marrow smears. January 9, 2024
Hematology | Medical Informatics | Oncology Unlocking the Potential of Artificial Intelligence in Acute Myeloid Leukemia and Myelodysplastic Syndromes. November 24, 2023
Hematology | Pathology Deep Learning Predicts Therapy-Relevant Genetics in Acute Myeloid Leukemia from Pappenheim-stained Bone Marrow Smears. November 15, 2023
Hematology | Pathology Automated Deep Learning-Based Diagnosis and Molecular Characterization of Acute Myeloid Leukemia using Flow Cytometry. November 4, 2023
Hematology | Pathology Automated Deep Learning-Based Diagnosis and Molecular Characterization of Acute Myeloid Leukemia using Flow Cytometry. October 9, 2023
Pathology AMLnet, A deep-learning pipeline for the differential diagnosis of acute myeloid leukemia from bone marrow smears. March 22, 2023
Artificial Intelligence | Computer Vision | Hematology Classification of Atypical White Blood Cells in Acute Myeloid Leukemia Using a Two-Stage Hybrid Model Based on Deep Convolutional Autoencoder and Deep Convolutional Neural Network. January 21, 2023
Hematology | Oncology | Pathology A Coarse-to-Fine Pathology Patch Selection for Improving Gene Mutation Prediction in Acute Myeloid Leukemia. October 20, 2022
Hematology | Oncology | Pathology Machine Learning to Predict Risk of Relapse Using Cytologic Image Markers in Patients With Acute Myeloid Leukemia Posthematopoietic Cell Transplantation. May 6, 2022
Hematology | Pathology A Deep Learning Model for the Automatic Recognition of Aplastic Anemia, Myelodysplastic Syndromes, and Acute Myeloid Leukemia Based on Bone Marrow Smear. May 2, 2022
Hematology | Oncology | Pathology Deep learning detects acute myeloid leukemia and predicts NPM1 mutation status from bone marrow smears. September 9, 2021