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

Transparent Reporting of a multivariable prediction model for Individual Prognosis Or Diagnosis (TRIPOD): Explanation and Elaboration

(2015) Karel G.M. Moons et al.   ANNALS OF INTERNAL MEDICINE

Transparent reporting of a multivariable prediction model for individual prognosis or diagnosis (TRIPOD): the TRIPOD Statement

(2015) Gary S Collins et al.   BMC Medicine

Acute Myeloid Leukemia

(2015) Hartmut Döhner et al.   NEW ENGLAND JOURNAL OF MEDICINE

Assessing the Influence of Different Comorbidities Indexes on the Outcomes of Allogeneic Hematopoietic Stem Cell Transplantation in a Developing Country

(2015) Gustavo Machado Teixeira et al.   PLoS One

Does the Hematopoietic Cell Transplantation Specific Comorbidity Index (HCT-CI) Predict Transplantation Outcomes? A Prospective Multicenter Validation Study of the Kanto Study Group for Cell Therapy

(2014) Aya Nakaya et al.   BIOLOGY OF BLOOD AND MARROW TRANSPLANTATION

Comorbidity-Age Index: A Clinical Measure of Biologic Age Before Allogeneic Hematopoietic Cell Transplantation

(2014) Mohamed L. Sorror et al.   JOURNAL OF CLINICAL ONCOLOGY

Prediction of non-relapse mortality in recipients of reduced intensity conditioning allogeneic stem cell transplantation with AML in first complete remission

(2014) J Versluis et al.   LEUKEMIA

Combination of the Hematopoietic Cell Transplantation Comorbidity Index and the European Group for Blood and Marrow Transplantation Score Allows a Better Stratification of High-Risk Patients Undergoing Reduced-Toxicity Allogeneic Hematopoietic Cell Transplantation

(2013) Pere Barba et al.   BIOLOGY OF BLOOD AND MARROW TRANSPLANTATION

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

(2013) R Shouval et al.   BONE MARROW TRANSPLANTATION

The Randomized Registry Trial — The Next Disruptive Technology in Clinical Research?

(2013) Michael S. Lauer et al.   NEW ENGLAND JOURNAL OF MEDICINE

Validation of the Hematopoietic Cell Transplantation-Specific Comorbidity Index: a prospective, multicenter GITMO study

(2012) R. Raimondi et al.   BLOOD

The European LeukemiaNet AML Working Party consensus statement on allogeneic HSCT for patients with AML in remission: an integrated-risk adapted approach

(2012) Jan J. Cornelissen et al.   Nature Reviews Clinical Oncology

Risk score for outcome after allogeneic hematopoietic stem cell transplantation

(2009) Alois Gratwohl et al.   CANCER

Allogeneic Stem Cell Transplantation for Acute Myeloid Leukemia in First Complete Remission

(2009) John Koreth et al.   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

Random survival forests

(2008) Hemant Ishwaran et al.   Annals of Applied Statistics

What are artificial neural networks?

(2008) Anders Krogh   NATURE BIOTECHNOLOGY