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Digital morphology analyzers in hematology: ICSH review and recommendations
A Kratz, S Lee, G Zini, JA Riedl, M Hur… - … journal of laboratory …, 2019 - Wiley Online Library
Introduction Morphological assessment of the blood smear has been performed by
conventional manual microscopy for many decades. Recently, rapid progress in digital …
conventional manual microscopy for many decades. Recently, rapid progress in digital …
[HTML][HTML] Artificial intelligence in hematological diagnostics: Game changer or gadget?
W Walter, C Pohlkamp, M Meggendorfer, N Nadarajah… - Blood Reviews, 2023 - Elsevier
The future of clinical diagnosis and treatment of hematologic diseases will inevitably involve
the integration of artificial intelligence (AI)-based systems into routine practice to support the …
the integration of artificial intelligence (AI)-based systems into routine practice to support the …
A dataset of microscopic peripheral blood cell images for development of automatic recognition systems
This article makes available a dataset that was used for the development of an automatic
recognition system of peripheral blood cell images using convolutional neural networks [1] …
recognition system of peripheral blood cell images using convolutional neural networks [1] …
Recognition of peripheral blood cell images using convolutional neural networks
Background and objectives Morphological analysis is the starting point for the diagnostic
approach of more than 80% of hematological diseases. However, the morphological …
approach of more than 80% of hematological diseases. However, the morphological …
Deep learning approach to peripheral leukocyte recognition
Q Wang, S Bi, M Sun, Y Wang, D Wang, S Yang - PloS one, 2019 - journals.plos.org
Microscopic examination of peripheral blood plays an important role in the field of diagnosis
and control of major diseases. Peripheral leukocyte recognition by manual requires medical …
and control of major diseases. Peripheral leukocyte recognition by manual requires medical …
A deep learning model (ALNet) for the diagnosis of acute leukaemia lineage using peripheral blood cell images
L Boldú, A Merino, A Acevedo, A Molina… - Computer Methods and …, 2021 - Elsevier
Background and objectives Morphological differentiation among blasts circulating in blood
in acute leukaemia is challenging. Artificial intelligence decision support systems hold …
in acute leukaemia is challenging. Artificial intelligence decision support systems hold …
How artificial intelligence might disrupt diagnostics in hematology in the near future
W Walter, C Haferlach, N Nadarajah, I Schmidts… - Oncogene, 2021 - nature.com
Artificial intelligence (AI) is about to make itself indispensable in the health care sector.
Examples of successful applications or promising approaches range from the application of …
Examples of successful applications or promising approaches range from the application of …
Machine learning applications in the diagnosis of leukemia: Current trends and future directions
Abstract Machine learning (ML) offers opportunities to advance pathological diagnosis,
especially with increasing trends in digitalizing microscopic images. Diagnosing leukemia is …
especially with increasing trends in digitalizing microscopic images. Diagnosing leukemia is …
Image processing and machine learning in the morphological analysis of blood cells
Introduction This review focuses on how image processing and machine learning can be
useful for the morphological characterization and automatic recognition of cell images …
useful for the morphological characterization and automatic recognition of cell images …
Wind turbine fault detection and classification by means of image texture analysis
The future of the wind energy industry passes through the use of larger and more flexible
wind turbines in remote locations, which are increasingly offshore to benefit stronger and …
wind turbines in remote locations, which are increasingly offshore to benefit stronger and …