Comparative Effectiveness of Machine Learning Approaches for Predicting Gastrointestinal Bleeds in Patients Receiving Antithrombotic Treatment

Super Learner for Survival Data Prediction

(2020) Marzieh K. Golmakani et al.   International Journal of Biostatistics

Risk Of Gastrointestinal Bleeding Increases With Combinations Of Antithrombotic Agents And Patient Age

(2019) Neena S. Abraham et al.   Clinical Gastroenterology and Hepatology

Machine Learning to Predict Outcomes in Patients with Acute Gastrointestinal Bleeding: A Systematic Review

(2019) Dennis Shung et al.   DIGESTIVE DISEASES AND SCIENCES

Comparison of machine learning algorithms for clinical event prediction (risk of coronary heart disease)

(2019) Juan-Jose Beunza et al.   JOURNAL OF BIOMEDICAL INFORMATICS

A systematic review shows no performance benefit of machine learning over logistic regression for clinical prediction models

(2019) Evangelia Christodoulou et al.   JOURNAL OF CLINICAL EPIDEMIOLOGY

HAS-BLED Scores Underestimate Gastrointestinal Bleeding Risk Among Those With H. pylori

(2019) Adam Faye et al.   AMERICAN JOURNAL OF GASTROENTEROLOGY

Gastrointestinal Safety of Direct Oral Anticoagulants: A Large Population-Based Study

(2017) Neena S. Abraham et al.   GASTROENTEROLOGY

Evaluation of the HAS-BLED, ATRIA, and ORBIT Bleeding Risk Scores in Patients with Atrial Fibrillation Taking Warfarin

(2016) Keitaro Senoo et al.   AMERICAN JOURNAL OF MEDICINE

Clinical Impact of Gastrointestinal Bleeding in Patients Undergoing Percutaneous Coronary Interventions

(2015) K. C. Koskinas et al.   Circulation-Cardiovascular Interventions

Comparative risk of gastrointestinal bleeding with dabigatran, rivaroxaban, and warfarin: population based cohort study

(2015) N. S. Abraham et al.   BMJ-British Medical Journal

Comparative risk of gastrointestinal bleeding with dabigatran, rivaroxaban, and warfarin: population based cohort study

(2015) N. S. Abraham et al.   BMJ-British Medical Journal

ROC operating point selection for classification of imbalanced data with application to computer-aided polyp detection in CT colonography

(2013) Bowen Song et al.   International Journal of Computer Assisted Radiology and Surgery

Scores to Predict Major Bleeding Risk During Oral Anticoagulation Therapy: A Prospective Validation Study

(2012) Jacques Donzé et al.   AMERICAN JOURNAL OF MEDICINE

Predictive Value of the HAS-BLED and ATRIA Bleeding Scores for the Risk of Serious Bleeding in a “Real-World” Population With Atrial Fibrillation Receiving Anticoagulant Therapy

(2012) Vanessa Roldán et al.   CHEST

OC-015 Prognostic indicators for short and long-term outcomes of colorectal endoscopic mucosal resection (EMR): a multi-centre (CERT-n) study

(2012) J Geraghty et al.   GUT

Performance of the HEMORR2HAGES, ATRIA, and HAS-BLED Bleeding Risk–Prediction Scores in Patients With Atrial Fibrillation Undergoing Anticoagulation

(2012) Stavros Apostolakis et al.   JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY

A Novel User-Friendly Score (HAS-BLED) To Assess 1-Year Risk of Major Bleeding in Patients With Atrial Fibrillation

(2010) Ron Pisters et al.   CHEST

Risk of bleeding in patients with acute myocardial infarction treated with different combinations of aspirin, clopidogrel, and vitamin K antagonists in Denmark: a retrospective analysis of nationwide registry data

(2009) Rikke Sørensen et al.   LANCET

Random survival forests

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