A systematic review of the predicted outcomes related to hematopoietic stem cell transplantation: focus on applied machine learning methods’ performance

Clinical and Genetic Risk Prediction of Cognitive Impairment After Blood or Marrow Transplantation for Hematologic Malignancy

(2020) Noha Sharafeldin et al.   JOURNAL OF CLINICAL ONCOLOGY

Machine learning and artificial intelligence in haematology

(2020) Roni Shouval et al.   BRITISH JOURNAL OF HAEMATOLOGY

Role of Data Analytics in Infrastructure Asset Management: Overcoming Data Size and Quality Problems

(2020) S. Madeh Piryonesi et al.   Journal of Transportation Engineering Part B-Pavements

Machine learning predicts stem cell transplant response in severe scleroderma

(2020) Jennifer M Franks et al.   ANNALS OF THE RHEUMATIC DISEASES

PROBAST: A Tool to Assess Risk of Bias and Applicability of Prediction Model Studies: Explanation and Elaboration

(2019) Karel G.M. Moons et al.   ANNALS OF INTERNAL MEDICINE

PROBAST: A Tool to Assess the Risk of Bias and Applicability of Prediction Model Studies

(2019) Robert F. Wolff et al.   ANNALS OF INTERNAL MEDICINE

Patient‐based prediction algorithm of relapse after allo‐HSCT for acute Leukemia and its usefulness in the decision‐making process using a machine learning approach

(2019) Kyoko Fuse et al.   Cancer Medicine

Staging System to Predict the Risk of Relapse in Multiple Myeloma Patients Undergoing Autologous Stem Cell Transplantation

(2019) Chitrita Goswami et al.   Frontiers in Oncology

Machine Learning Based Predictive Model of 5-Year Survival in Multiple Myeloma Autologous Transplant Patients

(2019) Robert Chen et al.   BLOOD

Establishment of a Predictive Model of GvHD-Free, Relapse-Free Survival after Allogeneic Hematopoietic Stem Cell Transplantation Using a Machine Learning Algorithm

(2019) Junya Kanda et al.   BLOOD

Estimating Propensity Scores for the Receipt of Allogeneic Hematopoietic Cell Transplantation (AlloHCT) in Outcomes Research Using Claims Data: A Machine Learning Approach

(2018) David Vanness et al.   BIOLOGY OF BLOOD AND MARROW TRANSPLANTATION

A Dynamic Machine-Learning Based Prediction Model for Sepsis in Patients Undergoing Hematopoietic Stem Cell Transplantation

(2018) Sanjeet S. Dadwal et al.   BIOLOGY OF BLOOD AND MARROW TRANSPLANTATION

Prediction of absolute risk of acute graft-versus-host disease following hematopoietic cell transplantation

(2018) Catherine Lee et al.   PLoS One

Genomic prediction of relapse in recipients of allogeneic haematopoietic stem cell transplantation

(2018) J. Ritari et al.   LEUKEMIA

The Role of Biomarkers in the Diagnosis and Risk Stratification of Acute Graft-versus-Host Disease: A Systematic Review

(2016) Alaa M. Ali et al.   BIOLOGY OF BLOOD AND MARROW TRANSPLANTATION

Prediction of Hematopoietic Stem Cell Transplantation Related Mortality- Lessons Learned from the In-Silico Approach: A European Society for Blood and Marrow Transplantation Acute Leukemia Working Party Data Mining Study

(2016) Roni Shouval et al.   PLoS One

Prediction of Allogeneic Hematopoietic Stem-Cell Transplantation Mortality 100 Days After Transplantation Using a Machine Learning Algorithm: A European Group for Blood and Marrow Transplantation Acute Leukemia Working Party Retrospective Data Mining Study

(2015) Roni Shouval et al.   JOURNAL OF CLINICAL ONCOLOGY

Application of machine learning algorithms for clinical predictive modeling: a data-mining approach in SCT

(2013) R Shouval et al.   BONE MARROW TRANSPLANTATION

SNP-based Bayesian networks can predict oral mucositis risk in autologous stem cell transplant recipients

(2013) ST Sonis et al.   ORAL DISEASES

Data Mining in Bone Marrow Transplant Records to Identify Patients With High Odds of Survival

(2013) Babak Taati et al.   IEEE Journal of Biomedical and Health Informatics

Acute graft-versus-host disease

(2011) Andrea Bacigalupo   Immunotherapy

Comparison between an artificial neural network and logistic regression in predicting acute graft-vs-host disease after unrelated donor hematopoietic stem cell transplantation in thalassemia patients

(2010) Giovanni Caocci et al.   EXPERIMENTAL HEMATOLOGY

Graft-versus-host disease

(2009) James LM Ferrara et al.   LANCET

Acute GvHD: pathogenesis and classification

(2008) L M Ball et al.   BONE MARROW TRANSPLANTATION