Artificial Intelligence in Hematology: Current Challenges and Opportunities

Current Hematologic Malignancy Reports
Nathan RadakovichAziz Nazha


Artificial intelligence (AI), and in particular its subcategory machine learning, is finding an increasing number of applications in medicine, driven in large part by an abundance of data and powerful, accessible tools that have made AI accessible to a larger circle of investigators. AI has been employed in the analysis of hematopathological, radiographic, laboratory, genomic, pharmacological, and chemical data to better inform diagnosis, prognosis, treatment planning, and foundational knowledge related to benign and malignant hematology. As more widespread implementation of clinical AI nears, attention has also turned to the effects this will have on other areas in medicine. AI offers many promising tools to clinicians broadly, and specifically in the practice of hematology. Ongoing research into its various applications will likely result in an increasing utilization of AI by a broader swath of clinicians.


Mar 18, 2015·JAMA : the Journal of the American Medical Association·Joann G ElmoreDonald L Weaver
May 29, 2015·Nature·Yann LeCunGeoffrey Hinton
Nov 18, 2015·Circulation·Rahul C Deo
Apr 7, 2017·Nature Communications·Eirini Arvaniti, Manfred Claassen
Apr 28, 2017·Archives of Pathology & Laboratory Medicine·Gaurav Sharma, Alexis Carter
May 10, 2017·Briefings in Bioinformatics·Riccardo MiottoJoel T Dudley
Aug 23, 2017·Journal of the American College of Radiology : JACR·Michael Recht, R Nick Bryan
Oct 20, 2017·PLoS Computational Biology·Mengjia XuGeorge Em Karniadakis
Nov 15, 2017·Journal of Computer-aided Molecular Design·Oleksandr Yakovenko, Steven J M Jones
Feb 24, 2018·The British Journal of General Practice : the Journal of the Royal College of General Practitioners·Varun H BuchMahiben Maruthappu
May 20, 2018·Nature Reviews. Cancer·Ahmed HosnyHugo J W L Aerts
Jul 8, 2018·European Radiology·D Pinto Dos SantosB Baeßler
Jul 19, 2018·Nature·James Zou, Londa Schiebinger
May 1, 2017·Journal of the National Cancer Institute·Charlie Schmidt
Jan 9, 2019·Nature Medicine·Andre EstevaJeff Dean
Feb 6, 2019·Scientific Reports·Sarah A MilgromGrace L Smith
Feb 25, 2019·Computers in Biology and Medicine·Hyeonsoo MoonBennett A Landman
Apr 20, 2019·Nature Biomedical Engineering·Scott M LundbergSu-In Lee
Jun 27, 2019·PloS One·Qiwei WangShaobao Yang
Jul 22, 2019·Trends in Pharmacological Sciences·Stefan HarrerJianying Hu
Aug 31, 2019·Scientific Reports·Li ShenWeiva Sieh
Sep 27, 2019·Nature·Marcus Woo
Oct 2, 2019·Laboratory Investigation; a Journal of Technical Methods and Pathology·Ramraj ChandradevanDavid L Jaye
Feb 7, 2020·Nature·Esther RheinbayPCAWG Consortium
Feb 8, 2020·Current Research in Translational Medicine·Tamim AlsulimanLayth Sliman

Related Concepts

Clinical Decision-Making
Transfer Learning (machine activity)
Deep Learning
Knowledge Acquisition (Computer)
Computer Assisted Diagnosis
Hematology (Discipline)
Homo sapiens
Therapy, Computer-Assisted
Hematology (Discipline)

Trending Feeds


Coronaviruses encompass a large family of viruses that cause the common cold as well as more serious diseases, such as the ongoing outbreak of coronavirus disease 2019 (COVID-19; formally known as 2019-nCoV). Coronaviruses can spread from animals to humans; symptoms include fever, cough, shortness of breath, and breathing difficulties; in more severe cases, infection can lead to death. This feed covers recent research on COVID-19.

Neural Activity: Imaging

Imaging of neural activity in vivo has developed rapidly recently with the advancement of fluorescence microscopy, including new applications using miniaturized microscopes (miniscopes). This feed follows the progress in this growing field.

The Tendon Seed Network

Tendons are rich in the extracellular matrix and are abundant throughout the body providing essential roles including structure and mobility. The transcriptome of tendons is being compiled to understand the micro-anatomical functioning of tendons. Discover the latest research pertaining to the Tendon Seed Network here.

Myocardial Stunning

Myocardial stunning is a mechanical dysfunction that persists after reperfusion of previously ischemic tissue in the absence of irreversible damage including myocardial necrosis. Here is the latest research.

Chronic Fatigue Syndrome

Chronic fatigue syndrome is a disease characterized by unexplained disabling fatigue; the pathology of which is incompletely understood. Discover the latest research on chronic fatigue syndrome here.


Incretins are metabolic hormones that stimulate a decrease in glucose levels in the blood and they have been implicated in glycemic regulation in the remission phase of type 1 diabetes. Here is the latest research.

Chromatin Regulation and Circadian Clocks

The circadian clock plays an important role in regulating transcriptional dynamics through changes in chromatin folding and remodelling. Discover the latest research on Chromatin Regulation and Circadian Clocks here.

Long COVID-19

“Long Covid-19” describes illness in patients who are reporting long-lasting effects of the SARS-CoV-19 infection, often long after they have recovered from acute Covid-19. Ongoing health issues often reported include low exercise tolerance and breathing difficulties, chronic tiredness, and mental health problems such as post-traumatic stress disorder and depression. This feed follows the latest research into Long Covid.

Spatio-Temporal Regulation of DNA Repair

DNA repair is a complex process regulated by several different classes of enzymes, including ligases, endonucleases, and polymerases. This feed focuses on the spatial and temporal regulation that accompanies DNA damage signaling and repair enzymes and processes.