Publications

Our contributions to the scientific community

Featured Publications

Key Publication

Lancet Digital Health - Mar 2026

A multiagent large language model-based system to simulate the liver transplant selection committee: a retrospective cohort study

Key Publication

Nature Communications - May 2025

GraftIQ: Hybrid multi-class neural network integrating clinical insight for multi-outcome prediction in liver transplant recipients

Key Publication

Annals of Rheumatic Diseases - Feb 2025

Deep learning–based clustering for endotyping and post-arthroplasty response classification using knee osteoarthritis multiomic data

2026

2025

Deep Learning-Based Multimodal Clustering Model for Endotyping and Post-Arthroplasty Response Classification

Jason Rockel, Divya Sharma (co-first author), et al.

Annals of Rheumatic Diseases, Feb 2025

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A Multi-Class Neural Network Machine Learning Algorithm to Diagnose Graft Pathology

Divya Sharma, et al.

Nature Communications, Apr 2025 (Accepted)

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Ramucirumab and Paclitaxel in Second-Line Therapy for HER2-Positive Gastroesophageal Cancer

Yvonne Bach, Divya Sharma, et al.

Oncology, Apr 2025

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Mediation CNN (Med-CNN) Model for High-Dimensional Mediation Data

Yao Li, Zhongyuan Zhang, Olli Saarela, Divya Sharma, Wei Xu

International Journal of Molecular Sciences, Jan 2025

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Comparing Subsampling Strategies for Metagenomic Analysis

Daniel Segura, Osvaldo Espin Garcia, Divya Sharma

PLOS One, Jan 2025

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2024

460P: Real-World Study of Ramucirumab and Paclitaxel as ≥2nd-Line Therapy

Yvonne Bach, Divya Sharma, et al.

Annals of Oncology, Sep 2024

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Impact of COVID-19 on Colorectal and Anal Cancer Care

Erick Saldanha, Melanie Powis, Divya Sharma, et al.

JCO Global Oncology, Sep 2024

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phylaGAN: Conditional GANs and Autoencoders for Microbiome Data Augmentation

Divya Sharma, Wendy Lou, Wei Xu

Bioinformatics, Apr 2024

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2023

ReGeNNe: Regularized Genetic Pathway-based Deep Learning Method for Disease Prediction

Divya Sharma, Wei Xu

Bioinformatics, Oct 2023

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A Deep Learning Framework for Personalized Dynamic Diagnosis of Graft Fibrosis

Amirhossein Azhie, Divya Sharma (co-first author), et al.

Lancet Digital Health, May 2023

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Fecal Microbial Transplant in Obese Subjects: A Randomized Double-Blind Trial

Yasaman Ghorbani, Katherine Schwenger, Divya Sharma, et al.

Diabetes Obesity and Metabolism, Feb 2023

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2022

The Promise of Machine Learning Applications in Solid Organ Transplantation

Neta Gotlieb, Amirhossein Azhie, Divya Sharma, et al.

NPJ Digital Medicine, June 2022

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Identifying Clinical Subtypes in Sepsis-Survivors with Different One-Year Outcomes

Sabri Soussi, Divya Sharma, et al.

Critical Care, April 2022

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Clinical and Genetic Analysis of Lean vs Obese Fatty Liver Disease

Daljeet Chahal, Divya Sharma, et al.

Hepatology International, January 2022

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2021

phyLoSTM: A Novel Deep Learning Model for Disease Prediction from Longitudinal Microbiome Data

Divya Sharma, Wei Xu

Bioinformatics, July 2021

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2020

TaxoNN: Ensemble of Neural Networks on Stratified Microbiome Data for Disease Prediction

Divya Sharma, et al.

Bioinformatics, May 2020

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Older Publications

A Novel Feature Transform Framework Using Deep Neural Network for Multimodal Floor Plan Retrieval

Divya Sharma, et al.

IJDAR, July 2019

High-Level Feature Aggregation for Fine-Grained Architectural Floor Plan Retrieval

Divya Sharma, Chiranjoy Chattopadhyay

IET Computer Vision, March 2018

REXplore: A Sketch-Based Interactive Explorer for Real Estates Using Floor Plan Images

Divya Sharma, et al.

IEEE ISM, December 2018

Attributed Paths for Layout-Based Document Retrieval

Divya Sharma, et al.

Communications in Computer and Information Science (DAR), 2018

DANIEL: A Deep Architecture for Automatic Analysis and Retrieval of Building Floor Plans

Divya Sharma, et al.

ICDAR, November 2017

A Unified Framework for Semantic Matching of Architectural Floorplans

Divya Sharma, et al.