b'Saad Nadeem'

research

∙ 09/08/2023

Vis-SPLIT: Interactive Hierarchical Modeling for mRNA Expression Classification

We propose an interactive visual analytics tool, Vis-SPLIT, for partitio...

0 Braden Roper, et al. ∙

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...

0 Parmida Ghahremani, et al. ∙

research

∙ 01/26/2023

RMSim: Controlled Respiratory Motion Simulation on Static Patient Scans

This work aims to generate realistic anatomical deformations from static...

11 Donghoon Lee, et al. ∙

research

∙ 11/14/2022

Stain-invariant self supervised learning for histopathology image analysis

We present a self-supervised algorithm for several classification tasks ...

9 Alexandre Tiard, et al. ∙

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...

9 Gourav Jhanwar, et al. ∙

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...

9 Shawn Mathew, et al. ∙

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...

11 Wookjin Choi, et al. ∙

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-...

8 Parmida Ghahremani, et al. ∙

research

∙ 09/28/2021

An exact test for significance of clusters in binary data

Unsupervised clustering of feature matrix data is an indispensible techn...

0 James Mathews, et al. ∙

research

∙ 06/23/2021

FoldIt: Haustral Folds Detection and Segmentation in Colonoscopy Videos

Haustral folds are colon wall protrusions implicated for high polyp miss...

14 Shawn Mathew, et al. ∙

research

∙ 06/16/2021

Deformation Driven Seq2Seq Longitudinal Tumor and Organs-at-Risk Prediction for Radiotherapy

Purpose: Radiotherapy presents unique challenges and clinical requiremen...

7 Donghoon Lee, et al. ∙

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...

0 Navdeep Dahiya, et al. ∙

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 ...

0 Navdeep Dahiya, et al. ∙

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...

2 Shawn Mathew, et al. ∙

research

∙ 06/28/2020

Generalizable Cone Beam CT Esophagus Segmentation Using In Silico Data Augmentation

Lung cancer radiotherapy entails high quality planning computed tomograp...

0 Sadegh R Alam, et al. ∙

research

∙ 06/25/2020

Multimarginal Wasserstein Barycenter for Stain Normalization and Augmentation

Variations in hematoxylin and eosin (H E) stained images (due to clini...

5 Saad Nadeem, et al. ∙

research

∙ 03/27/2020

Augmenting Colonoscopy using Extended and Directional CycleGAN for Lossy Image Translation

Colorectal cancer screening modalities, such as optical colonoscopy (OC)...

10 Shawn Mathew, et al. ∙

research

∙ 10/21/2018

Spherical Parameterization Balancing Angle and Area Distortions

This work presents a novel framework for spherical mesh parameterization...

0 Saad Nadeem, et al. ∙

research

∙ 10/21/2018

C2A: Crowd Consensus Analytics for Virtual Colonoscopy

We present a medical crowdsourcing visual analytics platform called C^2A...

2 Ji Hwan Park, et al. ∙

research

∙ 10/21/2018

Visualization Framework for Colonoscopy Videos

We present a visualization framework for annotating and comparing colono...

0 Saad Nadeem, et al. ∙

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 ...

0 Saad Nadeem, et al. ∙

research

∙ 10/11/2018

FeatureLego: Volume Exploration Using Exhaustive Clustering of Super-Voxels

We present a volume exploration framework, FeatureLego, that uses a nove...

0 Shreeraj Jadhav, et al. ∙

research

∙ 09/17/2018

LMap: Shape-Preserving Local Mappings for Biomedical Visualization

Visualization of medical organs and biological structures is a challengi...

6 Saad Nadeem, et al. ∙

research

∙ 09/17/2018

Radiative Transport Based Flame Volume Reconstruction from Videos

We introduce a novel approach for flame volume reconstruction from video...

8 Liang Shen, et al. ∙

research

∙ 09/17/2018

Crowd-Assisted Polyp Annotation of Virtual Colonoscopy Videos

Virtual colonoscopy (VC) allows a radiologist to navigate through a 3D c...

0 Ji Hwan Park, et al. ∙

research

∙ 09/17/2018

Crowdsourcing Lung Nodules Detection and Annotation

We present crowdsourcing as an additional modality to aid radiologists i...

0 Saeed Boorboor, et al. ∙

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...

0 Sadegh Riyahi, et al. ∙

research

∙ 08/24/2018

Interpretable Spiculation Quantification for Lung Cancer Screening

Spiculations are spikes on the surface of pulmonary nodule and are impor...

0 Wookjin Choi, et al. ∙

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...

0 Rena Elkin, et al. ∙

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...

0 Saad Nadeem, et al. ∙

research

∙ 08/02/2016

Multimodal Brain Visualization

Current connectivity diagrams of human brain image data are either overl...

0 Saad Nadeem, et al. ∙

research

∙ 08/02/2016

Registration of Volumetric Prostate Scans using Curvature Flow

Radiological imaging of the prostate is becoming more popular among rese...

0 Saad Nadeem, et al. ∙

Saad Nadeem

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