MMIL: A novel algorithm for disease associated cell type discovery [PDF]
Single-cell datasets often lack individual cell labels, making it challenging to identify cells associated with disease. To address this, we introduce Mixture Modeling for Multiple Instance Learning (MMIL), an expectation maximization method that enables the training and calibration of cell-level classifiers using patient-level labels. Our approach can
arxiv
Clinical Validation of a Real-Time Machine Learning-based System for the Detection of Acute Myeloid Leukemia by Flow Cytometry [PDF]
Machine-learning (ML) models in flow cytometry have the potential to reduce error rates, increase reproducibility, and boost the efficiency of clinical labs. While numerous ML models for flow cytometry data have been proposed, few studies have described the clinical deployment of such models.
arxiv
Reverse Degree-Based Topological Indices and QSPR Analysis of Cancer Drugs [PDF]
A topological index of a graph $G$ is a numerical quantity that describes its topology. Reverse degree-based topological indices play an important role in finding topological descriptors. Azacitidine, Decitabine, and Guadecitabine are hypomethylating agents which are used for the treatment of patients with higher-risk myelodysplastic syndromes, acute ...
arxiv
Acute Myeloid Leukemia Associated Leukocytic Hypophysitis Presenting with Central Diabetes Insipidus
: Objective: Central diabetes insipidus is a rare complication of acute myeloid leukemia and myelodysplastic syndrome. To date there are fewer than 100 cases reported in the literature, and no published case reports in the endocrinology literature.
Joshua A. Levine, MD, PhD+2 more
doaj
Cytarabine-Induced Hyperbilirubinemia in a Pregnant Patient With Acute Myeloid Leukemia. [PDF]
Rajan A+4 more
europepmc +1 more source
Diagnostic and Therapeutic Implications of the SUMOylation Pathway in Acute Myeloid Leukemia. [PDF]
Chatzikalil E+5 more
europepmc +1 more source
The Role of the Sirtuin Family Histone Deacetylases in Acute Myeloid Leukemia-A Promising Road Ahead. [PDF]
Strzałka P+7 more
europepmc +1 more source
α-Ketoglutarate dehydrogenase is a therapeutic vulnerability in acute myeloid leukemia.
Millman SE+18 more
europepmc +1 more source
The epigenetic role of EZH2 in acute myeloid leukemia. [PDF]
Fang J, Zhang J, Zhu L, Xin X, Hu H.
europepmc +1 more source
Assessment of chromatin remodeling of acute myeloid leukemia cells treated with gilteritinib: a case report. [PDF]
Mori J+6 more
europepmc +1 more source