Medical Image Analysis

Related publications

Angela Zhang, Po-Yu Kao, Ashutosh Shelat, Ronald Sahyouni, Jefferson Chen, B.S. Manjunath,
“Fully Automated Volumetric Classification in CT Scans for Diagnosis and Analysis of Normal Pressure Hydrocephalus”,
arXiv, 1901.09088, Jan. 2019.
[abstract] [PDF] [BibTex]
Abstract preview: Normal Pressure Hydrocephalus (NPH) is one of the few reversible forms of dementia. Due to their low cost and versatility, Computed Tomography (CT) scans have long been used as an aid to help diagnose ... more
Po-Yu Kao, Thuyen Ngo, Angela Zhang, Jefferson W. Chen, B.S. Manjunath,
“Brain Tumor Segmentation and Tractographic Feature Extraction from Structural MR Images for Overall Survival Prediction”,
4th International Workshop, BrainLes 2018, Held in Conjunction with MICCAI 2018, Nov. 2018.
[abstract] [PDF] [BibTex]
Abstract preview: This paper introduces a novel methodology to integrate human brain connectomics and parcellation for brain tumor segmentation and survival prediction. For segmentation, we utilize an existing brain pa ... more
Po-Yu Kao, Eduardo Rojas, Jefferson W. Chen, Angela Zhang, B. S. Manjunath,
“Unsupervised 3-D Feature Learning for Mild Traumatic Brain Injury”,
International Workshop on Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, pp. 282-290, Athens, Greece, Oct. 2016.
[abstract] [PDF] [BibTex]
Abstract preview: We present an unsupervised three-dimensional feature clustering algorithm to gather the mTOP2016 challenge data into 3 groups. We use the brain MR-T1, diffusion tensor fractional anisotropy, and diffu ... more