research
∙
09/08/2023
Vis-SPLIT: Interactive Hierarchical Modeling for mRNA Expression Classification
We propose an interactive visual analytics tool, Vis-SPLIT, for partitio...
share
research
∙
05/25/2023
An AI-Ready Multiplex Staining Dataset for Reproducible and Accurate Characterization of Tumor Immune Microenvironment
We introduce a new AI-ready computational pathology dataset containing r...
research
∙
01/26/2023
RMSim: Controlled Respiratory Motion Simulation on Static Patient Scans
This work aims to generate realistic anatomical deformations from static...
research
∙
11/14/2022
Stain-invariant self supervised learning for histopathology image analysis
We present a self-supervised algorithm for several classification tasks ...
research
∙
07/07/2022
Domain Knowledge Driven 3D Dose Prediction Using Moment-Based Loss Function
Dose volume histogram (DVH) metrics are widely accepted evaluation crite...
research
∙
06/29/2022
CLTS-GAN: Color-Lighting-Texture-Specular Reflection Augmentation for Colonoscopy
Automated analysis of optical colonoscopy (OC) video frames (to assist e...
research
∙
06/29/2022
CIRDataset: A large-scale Dataset for Clinically-Interpretable lung nodule Radiomics and malignancy prediction
Spiculations/lobulations, sharp/curved spikes on the surface of lung nod...
research
∙
04/09/2022
DeepLIIF: An Online Platform for Quantification of Clinical Pathology Slides
In the clinic, resected tissue samples are stained with Hematoxylin-and-...
research
∙
09/28/2021
An exact test for significance of clusters in binary data
Unsupervised clustering of feature matrix data is an indispensible techn...
research
∙
06/23/2021
FoldIt: Haustral Folds Detection and Segmentation in Colonoscopy Videos
Haustral folds are colon wall protrusions implicated for high polyp miss...
research
∙
06/16/2021
Deformation Driven Seq2Seq Longitudinal Tumor and Organs-at-Risk Prediction for Radiotherapy
Purpose: Radiotherapy presents unique challenges and clinical requiremen...
research
∙
06/07/2021
Deep Learning 3D Dose Prediction for Conventional Lung IMRT Using Consistent/Unbiased Automated Plans
Deep learning (DL) 3D dose prediction has recently gained a lot of atten...
research
∙
03/09/2021
Multitask 3D CBCT-to-CT Translation and Organs-at-Risk Segmentation Using Physics-Based Data Augmentation
Purpose: In current clinical practice, noisy and artifact-ridden weekly ...
research
∙
01/18/2021
Visualizing Missing Surfaces In Colonoscopy Videos using Shared Latent Space Representations
Optical colonoscopy (OC), the most prevalent colon cancer screening tool...
research
∙
06/28/2020
Generalizable Cone Beam CT Esophagus Segmentation Using In Silico Data Augmentation
Lung cancer radiotherapy entails high quality planning computed tomograp...
research
∙
06/25/2020
Multimarginal Wasserstein Barycenter for Stain Normalization and Augmentation
Variations in hematoxylin and eosin (H E) stained images (due to clini...
research
∙
03/27/2020
Augmenting Colonoscopy using Extended and Directional CycleGAN for Lossy Image Translation
Colorectal cancer screening modalities, such as optical colonoscopy (OC)...
research
∙
10/21/2018
Spherical Parameterization Balancing Angle and Area Distortions
This work presents a novel framework for spherical mesh parameterization...
research
∙
10/21/2018
C2A: Crowd Consensus Analytics for Virtual Colonoscopy
We present a medical crowdsourcing visual analytics platform called C^2A...
research
∙
10/21/2018
Visualization Framework for Colonoscopy Videos
We present a visualization framework for annotating and comparing colono...
research
∙
10/20/2018
Corresponding Supine and Prone Colon Visualization Using Eigenfunction Analysis and Fold Modeling
We present a method for registration and visualization of corresponding ...
research
∙
10/11/2018
FeatureLego: Volume Exploration Using Exhaustive Clustering of Super-Voxels
We present a volume exploration framework, FeatureLego, that uses a nove...
research
∙
09/17/2018
LMap: Shape-Preserving Local Mappings for Biomedical Visualization
Visualization of medical organs and biological structures is a challengi...
research
∙
09/17/2018
Radiative Transport Based Flame Volume Reconstruction from Videos
We introduce a novel approach for flame volume reconstruction from video...
research
∙
09/17/2018
Crowd-Assisted Polyp Annotation of Virtual Colonoscopy Videos
Virtual colonoscopy (VC) allows a radiologist to navigate through a 3D c...
research
∙
09/17/2018
Crowdsourcing Lung Nodules Detection and Annotation
We present crowdsourcing as an additional modality to aid radiologists i...
research
∙
08/24/2018
Quantification of Local Metabolic Tumor Volume Changes by Registering Blended PET-CT Images for Prediction of Pathologic Tumor Response
Quantification of local metabolic tumor volume (MTV) chan-ges after Chem...
research
∙
08/24/2018
Interpretable Spiculation Quantification for Lung Cancer Screening
Spiculations are spikes on the surface of pulmonary nodule and are impor...
research
∙
08/24/2018
GlymphVIS: Visualizing Glymphatic Transport Pathways Using Regularized Optimal Transport
The glymphatic system (GS) is a transit passage that facilitates brain m...
research
∙
09/05/2016
Depth Reconstruction and Computer-Aided Polyp Detection in Optical Colonoscopy Video Frames
We present a computer-aided detection algorithm for polyps in optical co...
research
∙
08/02/2016
Multimodal Brain Visualization
Current connectivity diagrams of human brain image data are either overl...
research
∙
08/02/2016