Sach Mukherjee

Robinson Way
Cambridge, ENG, United Kingdom

Last Updated: 09/26/2026

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Found 26 publications

Detecting homologous recombination deficiency for breast cancer through integrative analysis of genomic data.

Detecting homologous recombination deficiency for breast cancer through integrative analysis of genomic data.

Journal: Molecular oncology

Published: October 05, 2024

Development and validation of a reliable DNA copy-number-based machine learning algorithm (CopyClust) for breast cancer integrative cluster classification.

Development and validation of a reliable DNA copy-number-based machine learning algorithm (CopyClust) for breast cancer integrative cluster classification.

Journal: Scientific reports

Published: February 06, 2024

Human variation in population-wide gene expression data predicts gene perturbation phenotype.

Human variation in population-wide gene expression data predicts gene perturbation phenotype.

Journal: iScience

Published: March 02, 2022

Decoding mechanism of action and sensitivity to drug candidates from integrated transcriptome and chromatin state.

Decoding mechanism of action and sensitivity to drug candidates from integrated transcriptome and chromatin state.

Journal: eLife

Published: February 18, 2022

Tailored Bayes: a risk modeling framework under unequal misclassification costs.

Tailored Bayes: a risk modeling framework under unequal misclassification costs.

Journal: Biostatistics (Oxford, England)

Published: September 24, 2020

Swarm Learning for decentralized and confidential clinical machine learning.

Swarm Learning for decentralized and confidential clinical machine learning.

Journal: Nature

Published: July 03, 2020

Causal Learning via Manifold Regularization.

Causal Learning via Manifold Regularization.

Journal: Journal of machine learning research : JMLR

Published: January 30, 2020

Scalable Prediction of Acute Myeloid Leukemia Using High-Dimensional Machine Learning and Blood Transcriptomics.

Scalable Prediction of Acute Myeloid Leukemia Using High-Dimensional Machine Learning and Blood Transcriptomics.

Journal: iScience

Published: August 26, 2019

Statistical Network Inference for Time-Varying Molecular Data with Dynamic Bayesian Networks.

Statistical Network Inference for Time-Varying Molecular Data with Dynamic Bayesian Networks.

Journal: Methods in molecular biology (Clifton, N.J.)

Published: December 14, 2018

High-dimensional regression in practice: an empirical study of finite-sample prediction, variable selection and ranking.

High-dimensional regression in practice: an empirical study of finite-sample prediction, variable selection and ranking.

Journal: Statistics and computing

Published: July 27, 2018

Correction: Decoupling of the PI3K Pathway via Mutation Necessitates Combinatorial Treatment in HER2+ Breast Cancer.

Correction: Decoupling of the PI3K Pathway via Mutation Necessitates Combinatorial Treatment in HER2+ Breast Cancer.

Journal: PloS one

Published: October 12, 2017

The joint lasso: high-dimensional regression for group structured data.

The joint lasso: high-dimensional regression for group structured data.

Journal: Biostatistics (Oxford, England)

Published: August 22, 2017

Showing 1-12 of 26

Last Updated: 09/26/2026