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C-mix: A high-dimensional mixture model for censored durations, with applications to genetic data

Statistical Methods in Medical Research, 2019-05, Vol.28 (5), p.1523-1539

2019

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Comparison of methods for early-readmission prediction in a high-dimensional heterogeneous covariates and time-to-event outcome framework

BMC medical research methodology, 2019-03, Vol.19 (1), p.50-50, Article 50

2019

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Assessment of Performance, Interpretability, and Explainability in Artificial Intelligence–Based Health Technologies: What Healthcare Stakeholders Need to Know

Mayo Clinic Proceedings. Digital health, 2023-06, Vol.1 (2), p.120-138

2023

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IDNetwork: A deep illness‐death network based on multi‐state event history process for disease prognostication

Statistics in medicine, 2022-04, Vol.41 (9), p.1573-1598

2022

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Nonsense-mediated mRNA decay impacts MSI-driven carcinogenesis and anti-tumor immunity in colorectal cancers

PloS one, 2008-07, Vol.3 (7), p.e2583-e2583

2008

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Incidence and mortality from stomach cancer in Japan, Slovenia and the USA

International journal of cancer, 2002-02, Vol.97 (6), p.811-818

2002

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Association of Primary Resistance to Immune Checkpoint Inhibitors in Metastatic Colorectal Cancer With Misdiagnosis of Microsatellite Instability or Mismatch Repair Deficiency Status

JAMA oncology, 2019-04, Vol.5 (4), p.551

2019

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MS-CPFI: A model-agnostic Counterfactual Perturbation Feature Importance algorithm for interpreting black-box Multi-State models

Artificial intelligence in medicine, 2024-01, Vol.147, p.102741-102741, Article 102741

2024

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Binarsity: a penalization for one-hot encoded features

Journal of machine learning research, 2019-08, Vol.20 (118)

2019

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ConvSCCS: convolutional self-controlled case series model for lagged adverse event detection

Biostatistics (Oxford, England), 2020-10, Vol.21 (4), p.758-774

2020

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Binacox: automatic cut‐point detection in high‐dimensional Cox model with applications in genetics

Biometrics, 2022-12, Vol.78 (4), p.1414-1426

2022

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ConvSCCS: convolutional self-controlled case-seris model for lagged adverser event detection

Biostatistics (Oxford, England), 2019

2019

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Adaptive kernel estimation of the baseline function in the Cox model with high-dimensional covariates

Journal of multivariate analysis, 2016-06, Vol.148, p.141-159

2016

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Diagnosis of Constitutional Mismatch Repair-Deficiency Syndrome Based on Microsatellite Instability and Lymphocyte Tolerance to Methylating Agents

Gastroenterology (New York, N.Y. 1943), 2015-10, Vol.149 (4), p.1017-1029.e3

2015

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Learning the Intensity of Time Events With Change-Points

IEEE transactions on information theory, 2015-09, Vol.61 (9), p.5148-5171

2015

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Patients With Colorectal Tumors With Microsatellite Instability and Large Deletions in HSP110 T17 Have Improved Response to 5-Fluorouracil–Based Chemotherapy

Gastroenterology (New York, N.Y. 1943), 2014-02, Vol.146 (2), p.401-411.e1

2014

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NONPARAMETRIC ESTIMATION OF THE INTENSITY FUNCTION OF A RECURRENT EVENT PROCESS

Statistica Sinica, 2013-04, Vol.23 (2), p.635-665

2013

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High-dimensional additive hazards models and the Lasso

Electronic journal of statistics, 2012-01, Vol.6 (none)

2012

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A penalized algorithm for event-specific rate models for recurrent events

Biostatistics (Oxford, England), 2015-04, Vol.16 (2), p.281-294

2015

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Adaptive estimation of the baseline hazard function in the Cox model by model selection, with high-dimensional covariates

Journal of statistical planning and inference, 2016-04, Vol.171, p.38-62

2016

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Severe hematopoietic stem cell inflammation compromises chronic granulomatous disease gene therapy

Cell reports. Medicine, 2023-02, Vol.4 (2), p.100919-100919, Article 100919

2023

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Nonparametric estimation for survival data with censoring indicators missing at random

Journal of statistical planning and inference, 2013-10, Vol.143 (10), p.1653-1671

2013

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C-mix: A high-dimensional mixture model for censored durations, with applications to genetic data

Comparison of methods for early-readmission prediction in a high-dimensional heterogeneous covariates and time-to-event outcome framework

Assessment of Performance, Interpretability, and Explainability in Artificial Intelligence–Based Health Technologies: What Healthcare Stakeholders Need to Know

IDNetwork: A deep illness‐death network based on multi‐state event history process for disease prognostication

Nonsense-mediated mRNA decay impacts MSI-driven carcinogenesis and anti-tumor immunity in colorectal cancers

Incidence and mortality from stomach cancer in Japan, Slovenia and the USA

Association of Primary Resistance to Immune Checkpoint Inhibitors in Metastatic Colorectal Cancer With Misdiagnosis of Microsatellite Instability or Mismatch Repair Deficiency Status

MS-CPFI: A model-agnostic Counterfactual Perturbation Feature Importance algorithm for interpreting black-box Multi-State models

Binarsity: a penalization for one-hot encoded features

Clonal tracking in gene therapy patients reveals a diversity of human hematopoietic differentiation programs

ConvSCCS: convolutional self-controlled case series model for lagged adverse event detection

Binacox: automatic cut‐point detection in high‐dimensional Cox model with applications in genetics

ConvSCCS: convolutional self-controlled case-seris model for lagged adverser event detection

Adaptive kernel estimation of the baseline function in the Cox model with high-dimensional covariates

Diagnosis of Constitutional Mismatch Repair-Deficiency Syndrome Based on Microsatellite Instability and Lymphocyte Tolerance to Methylating Agents

Learning the Intensity of Time Events With Change-Points

HSP110 T17 simplifies and improves the microsatellite instability testing in patients with colorectal cancer

Patients With Colorectal Tumors With Microsatellite Instability and Large Deletions in HSP110 T17 Have Improved Response to 5-Fluorouracil–Based Chemotherapy

NONPARAMETRIC ESTIMATION OF THE INTENSITY FUNCTION OF A RECURRENT EVENT PROCESS

High-dimensional additive hazards models and the Lasso

A penalized algorithm for event-specific rate models for recurrent events

Adaptive estimation of the baseline hazard function in the Cox model by model selection, with high-dimensional covariates

Diverse and Distinct Human Hematopoietic Differentiation Programs Generate By Bone Marrow and G-CSF Mobilized Hematopoietic Stem and Progenitors Cells

Severe hematopoietic stem cell inflammation compromises chronic granulomatous disease gene therapy

Nonparametric estimation for survival data with censoring indicators missing at random

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