Santosh Tirunagari

Orcid: 0000-0002-9064-1965

According to our database1, Santosh Tirunagari authored at least 31 papers between 2011 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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Article 
PhD thesis 
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Online presence:

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Bibliography

2024
VALD-MD: Visual Attribution via Latent Diffusion for Medical Diagnostics.
CoRR, 2024

2023
Visual attribution using Adversarial Latent Transformations.
Comput. Biol. Medicine, November, 2023

The next-generation Open Targets Platform: reimagined, redesigned, rebuilt.
Nucleic Acids Res., January, 2023

CoLocateMe: Aggregation-Based, Energy, Performance and Cost Aware VM Placement and Consolidation in Heterogeneous IaaS Clouds.
IEEE Trans. Serv. Comput., 2023

Addressing Challenges in Healthcare Big Data Analytics.
Proceedings of the Multi-disciplinary Trends in Artificial Intelligence, 2023

Interpretable Chronic Kidney Disease Risk Prediction from Clinical Data Using Machine Learning.
Proceedings of the Multi-disciplinary Trends in Artificial Intelligence, 2023

2021
Europe PMC in 2020.
Nucleic Acids Res., 2021

2019
Automatic Delineation of Kidney Region in DCE-MRI.
CoRR, 2019

Functional Segmentation through Dynamic Mode Decomposition: Automatic Quantification of Kidney Function in DCE-MRI Images.
CoRR, 2019

2017
Dynamic mode decomposition for computer vision and signal processing.
PhD thesis, 2017

Movement correction in DCE-MRI through windowed and reconstruction dynamic mode decomposition.
Mach. Vis. Appl., 2017

Probabilistic broken-stick model: A regression algorithm for irregularly sampled data with application to eGFR.
J. Biomed. Informatics, 2017

One dimensional local binary patterns of electroencephalogram signals for detecting Alzheimer's disease.
Proceedings of the 22nd International Conference on Digital Signal Processing, 2017

Using Benford's law to detect anomalies in electroencephalogram: An application to detecting alzheimer's disease.
Proceedings of the IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology, 2017

Marginalised stack denoising autoencoders for metagenomic data binning.
Proceedings of the IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology, 2017

2016
Can DMD obtain a Scene Background in Color?
CoRR, 2016

"Flow Size Difference" Can Make a Difference: Detecting Malicious TCP Network Flows Based on Benford's Law.
CoRR, 2016

Automatic detection of acute kidney injury episodes from primary care data.
Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

Visualisation of survey responses using self-organising maps: A case study on diabetes self-care factors.
Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

Local binary patterns as a feature descriptor in alignment-free visualisation of metagenomic data.
Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

Automatic classification of irregularly sampled time series with unequal lengths: A case study on estimated glomerular filtration rate.
Proceedings of the 26th IEEE International Workshop on Machine Learning for Signal Processing, 2016

2015
Detection of Face Spoofing Using Visual Dynamics.
IEEE Trans. Inf. Forensics Secur., 2015

Identifying Similar Patients Using Self-Organising Maps: A Case Study on Type-1 Diabetes Self-care Survey Responses.
CoRR, 2015

Data Mining of Causal Relations from Text: Analysing Maritime Accident Investigation Reports.
CoRR, 2015

Exploratory Data Analysis of The KelvinHelmholtz instability in Jets.
CoRR, 2015

Windowed DMD as a microtexture descriptor for finger vein counter-spoofing in biometrics.
Proceedings of the 2015 IEEE International Workshop on Information Forensics and Security, 2015

Data forensic techniques using Benford's law and Zipf's law for keystroke dynamics.
Proceedings of the 3rd International Workshop on Biometrics and Forensics, 2015

The 1st Competition on Counter Measures to Finger Vein Spoofing Attacks.
Proceedings of the International Conference on Biometrics, 2015

2014
Patient level analytics using self-organising maps: A case study on Type-1 Diabetes self-care survey responses.
Proceedings of the 2014 IEEE Symposium on Computational Intelligence and Data Mining, 2014

Challenges in designing an online healthcare platform for personalised patient analytics.
Proceedings of the 2014 IEEE Symposium on Computational Intelligence in Big Data, 2014

2011
Effect of Dimensionality Reduction on Different Distance Measures in Document Clustering.
Proceedings of the Neural Information Processing - 18th International Conference, 2011


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