Articles by Sagnik Ghosal

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Deep Learning with Uncertainty Quantification for Predicting the Segmentation Dice Coefficient of Prostate Cancer Biopsy Images

27 December 2024 by Audrey Xie and others

Image and Video Processing, Computer Vision and Pattern Recognition

Bayesian High-dimensional Grouped-regression using Sparse Projection-posterior

24 November 2024 by Samhita Pal and Subhashis Ghosal

Methodology

Bayesian Inference for Relational Graph in a Causal Vector Autoregressive Time Series

30 October 2024 by Arkaprava Roy and others

Methodology, Statistics Theory

The Evolutionary History of Metastatic Pancreatic Neuroendocrine Tumours Reveals a Therapy Driven Route to High-Grade Transformation

3 October 2024 by Spencer Backman and others at

Uppsala University

Oncology

BEATRICE: Bayesian Fine-mapping from Summary Datausing Deep Variational Inference

1 October 2024 by Sagnik Ghosal and others at

Johns Hopkins University

Genetics

Bayesian Learning of Relational Graph in Semiparametric High-dimensional Time Series

20 August 2024 by Arkaprava Roy and others

Methodology, Statistics Theory

GRU-Net: Gaussian Attention Aided Dense Skip Connection Based MultiResUNet for Breast Histopathology Image Segmentation

1 August 2024 by Ayush Roy and others

Image and Video Processing, Computer Vision and Pattern Recognition

Bayesian Semi-supervised Multi-category Classification under Nonparanormality

19 July 2024 by Rui Zhu and others

Machine Learning, Applications

A placement-value based approach to concave ROC analysis

30 June 2024 by Sagnik Ghosal and Zhen Chen

Methodology

A Wavelet Guided Attention Module for Skin Cancer Classification with Gradient-based Feature Fusion

21 June 2024 by Ayush Roy and others at

Jadavpur University

Image and Video Processing, Artificial Intelligence

Coverage of Credible Sets for Regression under Variable Selection

20 June 2024 by Samhita Pal and Subhashis Ghosal

Methodology

Bioreversible anionic cloaking enables intracellular protein delivery with ionizable lipid nanoparticles

14 May 2024 by A. Alamgir and others at

Cornell University

Bioengineering

Impact of methodological assumptions and covariates on the cutoff estimation in ROC analysis

20 April 2024 by Sagnik Ghosal

Methodology

Mitofusin-2 in nucleus accumbens D2-MSNs regulates social dominance and neuronal function

11 July 2023 by Sagnik Ghosal and others at

EPFL

Neuroscience

Addressing Class Imbalance in Semi-supervised Image Segmentation: A Study on Cardiac MRI

31 August 2022 by Hritam Basak and others

Computer Vision and Pattern Recognition

A target HbA1c between 7 to 7.7% reduces macrovascular events in T2D regardless of duration of diabetes: a meta-analysis of randomized controlled trials

24 April 2021 by Baivab Sinha and Sagnik Ghosal

Endocrinology

Impact of complete lock-down on total infection and death rates: A hierarchical cluster analysis

15 May 2020 by Sagnik Ghosal and others

Infectious Diseases

Electro-osmotic flow through a nanopore

14 May 2014 by Manqing Mao and others

Fluid Dynamics, Soft Condensed Matter

Threshold resonance effects in reactive processes

24 October 2013 by Ion Simbotin and others

Atomic Physics

Electromigration dispersion in a capillary in the presence of electro-osmotic flow

8 March 2012 by Sagnik Ghosal and Ziyang Chen

Quantitative Methods, Soft Condensed Matter

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Fluid Dynamics Soft Condensed Matter Bioengineering Methodology Neuroscience Computer Vision and Pattern Recognition Endocrinology Infectious Diseases Atomic Physics Quantitative Methods Biological Physics