A novel automated image analysis system using deep convolutional neural networks can assist to differentiate MDS and AA

Computer-Aided Diagnosis of Acute Lymphoblastic Leukaemia

(2018) Sarmad Shafique et al.   Computational and Mathematical Methods in Medicine

Diagnostic algorithm for lower-risk myelodysplastic syndromes

(2018) Ghulam J. Mufti et al.   LEUKEMIA

Acute Lymphoblastic Leukemia Detection and Classification of Its Subtypes Using Pretrained Deep Convolutional Neural Networks

(2018) Sarmad Shafique et al.   TECHNOLOGY IN CANCER RESEARCH & TREATMENT

Classification of acute lymphoblastic leukemia using deep learning

(2018) Amjad Rehman et al.   MICROSCOPY RESEARCH AND TECHNIQUE

Dermatologist-level classification of skin cancer with deep neural networks

(2017) Andre Esteva et al.   NATURE

The 2016 revision to the World Health Organization classification of myeloid neoplasms and acute leukemia

(2016) D. A. Arber et al.   BLOOD

Computer aided detection and classification of acute lymphoblastic leukemia cell subtypes based on microscopic image analysis

(2016) Morteza MoradiAmin et al.   MICROSCOPY RESEARCH AND TECHNIQUE

Guidelines for the diagnosis and management of adult aplastic anaemia

(2015) Sally B. Killick et al.   BRITISH JOURNAL OF HAEMATOLOGY

Quality Control of Automated Cell Counters

(2015) George S. Cembrowski et al.   CLINICS IN LABORATORY MEDICINE

Deep learning

(2015) Yann LeCun et al.   NATURE

Leucocyte classification for leukaemia detection using image processing techniques

(2014) Lorenzo Putzu et al.   ARTIFICIAL INTELLIGENCE IN MEDICINE

Driver somatic mutations identify distinct disease entities within myeloid neoplasms with myelodysplasia

(2014) L. Malcovati et al.   BLOOD

Should clinical hematologists put their microscopes on eBay?

(2014) M. v. Veer et al.   HAEMATOLOGICA

Performance evaluation of the new hematology analyzer Sysmex XN-series

(2014) J. Y. Seo et al.   International Journal of Laboratory Hematology

Diagnostic criteria to distinguish hypocellular acute myeloid leukemia from hypocellular myelodysplastic syndromes and aplastic anemia: recommendations for a standardized approach

(2009) J. M. Bennett et al.   HAEMATOLOGICA

Exploring nonlinear feature space dimension reduction and data representation in breast CADx with Laplacian eigenmaps and t-SNE

(2009) Andrew R. Jamieson et al.   MEDICAL PHYSICS