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
Philadelphia chromosome positive childhood acute lymphoblastic leukemia [PDF]
JR Priest+9 more
openalex +3 more sources
New approaches to the management of adult acute lymphoblastic leukemia [PDF]
Traditional treatment regimens for adult acute lymphoblastic leukemia, including allogeneic hematopoietic cell transplantation, result in an overall survival of about 40%, a figure hardly comparable with the extraordinary 80-90% cure rate currently ...
Bassan, R+3 more
core
Understanding the role of B-cells in CAR T-cell therapy in leukemia through a mathematical model [PDF]
Chimeric Antigen Receptor T (CAR-T) cell therapy has been proven to be successful against different leukaemias and lymphomas. This paper makes an analytical and numerical study of a mathematical model describing the competition of CAR-T, leukaemias tumor and B cells.
arxiv
Autologous bone marrow transplantation for patients with acute lymphoblastic leukemia in second or subsequent remission: results of bone marrow treated with monoclonal antibodies BA-1, BA-2, and BA-3 plus complement [PDF]
N. K. C. Ramsay+9 more
openalex +1 more source
Chromosomal translocations play a unique role in influencing prognosis in childhood acute lymphoblastic leukemia [PDF]
DL Williams+8 more
openalex +1 more source
Acute and long-term neurological complications in children with acute lymphoblastic leukemia
Asifur Rahman+2 more
openalex +2 more sources
Granulocytes and cultured human fibroblasts express common acute lymphoblastic leukemia-associated antigens [PDF]
MP Braun+3 more
openalex +1 more source
Treatment of acute lymphoblastic leukemia in adults with intensive induction, consolidation, and maintenance chemotherapy [PDF]
KK Hussein+9 more
openalex +1 more source