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ORCIDSantosh Tirunagari
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2020 – today
- 2024
[i10]Ammar A. Siddiqui, Santosh Tirunagari, Tehseen Zia, David Windridge
:
VALD-MD: Visual Attribution via Latent Diffusion for Medical Diagnostics. CoRR abs/2401.01414 (2024)- 2023
- [j7]Tehseen Zia, Abdul Wahab, David Windridge, Santosh Tirunagari, Nauman Bashir Bhatti:
Visual attribution using Adversarial Latent Transformations. Comput. Biol. Medicine 166: 107521 (2023) - [j6]David Ochoa, Andrew Hercules, Miguel Carmona, Daniel Suveges, Jarrod Baker, Cinzia Malangone, Irene Lopez, Alfredo Miranda, Carlos Cruz-Castillo, Luca Fumis, Manuel Bernal Llinares, Kirill Tsukanov, Helena Cornu, Konstantinos Tsirigos, Olesya Razuvayevskaya, Annalisa Buniello, Jeremy Schwartzentruber, Mohd Anisul Karim, Bruno Ariano, Ricardo Esteban Martinez Osorio, Javier Ferrer, Xiangyu Ge, Sandra Machlitt-Northen, Asier Gonzalez-Uriarte, Shyamasree Saha, Santosh Tirunagari, Chintan Mehta, Juan María Roldán-Romero, Stuart Horswell, Sarah Young, Maya Ghoussaini, David G. Hulcoop, Ian Dunham, Ellen M. McDonagh:
The next-generation Open Targets Platform: reimagined, redesigned, rebuilt. Nucleic Acids Res. 51(D1): 1353-1359 (2023) - [j5]Muhammad Zakarya, Lee Gillam, Khaled Salah, Omer F. Rana, Santosh Tirunagari, Rajkumar Buyya:
CoLocateMe: Aggregation-Based, Energy, Performance and Cost Aware VM Placement and Consolidation in Heterogeneous IaaS Clouds. IEEE Trans. Serv. Comput. 16(2): 1023-1038 (2023) - [c15]Vijay Simha Reddy Chennareddy, Santosh Tirunagari, Senthilkumar Mohan, David Windridge, Yashaswini Balla:
Interpretable Chronic Kidney Disease Risk Prediction from Clinical Data Using Machine Learning. MIWAI 2023: 683-691 - [c14]Santosh Tirunagari, Senthilkumar Mohan, David Windridge, Yashaswini Balla:
Addressing Challenges in Healthcare Big Data Analytics. MIWAI 2023: 757-765 - 2021
- [j4]Christine Ferguson, Dayane Araújo, Lynne Faulk, Yuci Gou, Audrey Hamelers, Zhan Huang, Michele Ide-Smith, Maria Levchenko, Nikos Marinos, Rakesh Nambiar, Maaly Nassar, Michael Parkin, Xingjun Pi, Faisal Rahman, Frances Rogers, Yogmatee Roochun, Shyamasree Saha, Mohamed Selim, Zunaira Shafique, Shrey Sharma, David Stephenson, Francesco Talo', Arthur Thouvenin, Santosh Tirunagari, Vid Vartak, Aravind Venkatesan, Xiao Yang, Johanna R. McEntyre:
Europe PMC in 2020. Nucleic Acids Res. 49(Database-Issue): D1507-D1514 (2021)
2010 – 2019
- 2019
- [i9]Santosh Tirunagari, Norman Poh, Kevin Wells, Miroslaw Bober, Isky Gorden, David Windridge:
Functional Segmentation through Dynamic Mode Decomposition: Automatic Quantification of Kidney Function in DCE-MRI Images. CoRR abs/1905.10218 (2019) - [i8]Santosh Tirunagari, Norman Poh, Kevin Wells, Miroslaw Bober, Isky Gorden, David Windridge:
Automatic Delineation of Kidney Region in DCE-MRI. CoRR abs/1905.11387 (2019) - 2017
- [b1]Santosh Tirunagari:
Dynamic mode decomposition for computer vision and signal processing. University of Surrey, Guildford, UK, 2017 - [j3]Norman Poh, Santosh Tirunagari, Nicholas Cole, Simon de Lusignan:
Probabilistic broken-stick model: A regression algorithm for irregularly sampled data with application to eGFR. J. Biomed. Informatics 76: 69-77 (2017) - [j2]Santosh Tirunagari, Norman Poh, Kevin Wells, Miroslaw Bober, Isky Gorden, David Windridge:
Movement correction in DCE-MRI through windowed and reconstruction dynamic mode decomposition. Mach. Vis. Appl. 28(3-4): 393-407 (2017) - [c13]Samaneh Kouchaki, Santosh Tirunagari, Avraam Tapinos, David L. Robertson:
Marginalised stack denoising autoencoders for metagenomic data binning. CIBCB 2017: 1-6 - [c12]Santosh Tirunagari, Daniel Abásolo, Aamo Iorliam, Anthony T. S. Ho, Norman Poh:
Using Benford's law to detect anomalies in electroencephalogram: An application to detecting alzheimer's disease. CIBCB 2017: 1-6 - [c11]Santosh Tirunagari, Samaneh Kouchaki, Daniel Abásolo, Norman Poh:
One dimensional local binary patterns of electroencephalogram signals for detecting Alzheimer's disease. DSP 2017: 1-5 - 2016
- [c10]Santosh Tirunagari, Simon C. Bull, Norman Poh:
Automatic classification of irregularly sampled time series with unequal lengths: A case study on estimated glomerular filtration rate. MLSP 2016: 1-6 - [c9]Samaneh Kouchaki, Santosh Tirunagari, Avraam Tapinos, David L. Robertson:
Local binary patterns as a feature descriptor in alignment-free visualisation of metagenomic data. SSCI 2016: 1-6 - [c8]Santosh Tirunagari, Simon C. Bull, Samaneh Kouchaki, Deborah Cooke, Norman Poh:
Visualisation of survey responses using self-organising maps: A case study on diabetes self-care factors. SSCI 2016: 1-6 - [c7]Santosh Tirunagari, Simon C. Bull, Aki Vehtari, Christopher Farmer, Simon de Lusignan, Norman Poh:
Automatic detection of acute kidney injury episodes from primary care data. SSCI 2016: 1-6 - [i7]Santosh Tirunagari, Simon C. Bull, Norman Poh:
Automatic Classification of Irregularly Sampled Time Series with Unequal Lengths: A Case Study on Estimated Glomerular Filtration Rate. CoRR abs/1605.05142 (2016) - [i6]Santosh Tirunagari, Norman Poh, Miroslaw Bober, David Windridge:
Can DMD obtain a Scene Background in Color? CoRR abs/1607.06783 (2016) - [i5]Aamo Iorliam, Santosh Tirunagari, Anthony T. S. Ho, Shujun Li, Adrian Waller, Norman Poh:
"Flow Size Difference" Can Make a Difference: Detecting Malicious TCP Network Flows Based on Benford's Law. CoRR abs/1609.04214 (2016) - [i4]Santosh Tirunagari, Simon C. Bull, Samaneh Kouchaki, Deborah Cooke, Norman Poh:
Visualisation of Survey Responses using Self-Organising Maps: A Case Study on Diabetes Self-care Factors. CoRR abs/1609.05716 (2016) - 2015
- [j1]Santosh Tirunagari, Norman Poh, David Windridge, Aamo Iorliam, Nik Suki, Anthony T. S. Ho:
Detection of Face Spoofing Using Visual Dynamics. IEEE Trans. Inf. Forensics Secur. 10(4): 762-777 (2015) - [c6]Pedro Tome, Ramachandra Raghavendra, Christoph Busch, Santosh Tirunagari, Norman Poh, B. H. Shekar, Diego Gragnaniello, Carlo Sansone, Luisa Verdoliva, Sébastien Marcel:
The 1st Competition on Counter Measures to Finger Vein Spoofing Attacks. ICB 2015: 513-518 - [c5]Aamo Iorliam, Anthony T. S. Ho, Norman Poh, Santosh Tirunagari, Patrick Bours:
Data forensic techniques using Benford's law and Zipf's law for keystroke dynamics. IWBF 2015: 1-6 - [c4]Santosh Tirunagari, Norman Poh, Miroslaw Bober, David Windridge:
Windowed DMD as a microtexture descriptor for finger vein counter-spoofing in biometrics. WIFS 2015: 1-6 - [i3]Santosh Tirunagari, Norman Poh, Guosheng Hu, David Windridge:
Identifying Similar Patients Using Self-Organising Maps: A Case Study on Type-1 Diabetes Self-care Survey Responses. CoRR abs/1503.06316 (2015) - [i2]Santosh Tirunagari:
Exploratory Data Analysis of The KelvinHelmholtz instability in Jets. CoRR abs/1503.06331 (2015) - [i1]Santosh Tirunagari:
Data Mining of Causal Relations from Text: Analysing Maritime Accident Investigation Reports. CoRR abs/1507.02447 (2015) - 2014
- [c3]Norman Poh, Santosh Tirunagari, David Windridge:
Challenges in designing an online healthcare platform for personalised patient analytics. CIBD 2014: 40-45 - [c2]Santosh Tirunagari, Norman Poh, Kouros Aliabadi, David Windridge, Deborah Cooke:
Patient level analytics using self-organising maps: A case study on Type-1 Diabetes self-care survey responses. CIDM 2014: 304-309 - 2011
- [c1]Mari-Sanna Paukkeri, Ilkka Kivimäki, Santosh Tirunagari, Erkki Oja, Timo Honkela:
Effect of Dimensionality Reduction on Different Distance Measures in Document Clustering. ICONIP (3) 2011: 167-176
Coauthor Index
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