Surya Prasath

Review of various nuclei segmentation methods applicable to pathology images.

• Archives of Computational Methods in Engineering
• October 2019

• A survey of various methodologies of nuclei segmentation methods from histopathology images. This paper reviews all the major techniques used for segmenting nuclei in pathological images.

Effects of Distance Measure Choice on K-Nearest Neighbor Classifier Performance: A Review

• Big Data
• August 2019

Review of abnormal polyps detection and segmentations from wireless capsule endoscopy v...

• Journal of Imaging
• December 2016

• This is a review of various image processing and machine learning based tools that are available for detection polyps from video capsule endoscopy videos. Polyps can be precursor to colorectal canc...

Multiscale Tikhonov-Total Variation Image Restoration Using Spatially Varying Edge Cohe...

• IEEE Transactions on Image Processing
• December 2015

Methods on Skull Stripping of MRI Head Scan Images—a Review

• Journal of Digital Imaging
• December 2015

• Removing the skull part in brain magnetic resonance imaging is an important pre-processing step in automatic image analysis. In this work, we provide a review of available techniques and classify t...

Using machine learning to detect catheter tip positions in radiology reports

• Applied Clinical Informatics
• August 2021

• We used machine learning to accurately detect catheter tip positions in neonatal lung x-ray reports. We benchmarked different machine learning classifiers to identify if the tip locations are in th...

AI models to predict immunogenicity of peptides for T-cell immunity.

• Briefings in Bioinformatics
• May 2021

• An improved understanding of T-cell immunity will greatly aid in the development of new cancer immunotherapies and vaccines for life-threatening pathogens. Central to the design of such targeted th...

Recent developments in computational color image denoising with PDEs to deep learning: ...

• Artificial Intelligence Review
• March 2021

An atlas for cell differentiation in the bone marrow

• Nature
• February 2021

• The anatomy of cell differentiation in the bone marrow remains unknown in comparison to other tissue types. To understand differentiation and lineage-commitment decisions, and to define how spatial...