Publications
2018
Model Criticism in Latent Space
Sohan Seth, Iain Murray, Christopher K. I. Williams
Bayesian Analysis
[axXiv] [code]Estimating Bacterial and Cellular Load in FCFM Imaging
Sohan Seth, Ahsan K. Akram, Kevin Dhaliwal, Christopher K. I. Williams
Journal of Imaging
[paper] [code]
2017
Estimating Bacterial Load in FCFM Imaging
Sohan Seth, Ahsan K. Akram, Kevin Dhaliwal, Chrisopher. K. I. Williams
Annual Conference on Medical Image Understanding and Analysis
[paper] [code]Endoscopic Sensing of Alveolar pH
Debaditya Choudhury et al.
Biomedical Optics Express
[paper] [code+data]
2016
Assessing the Utility of Autofluorescence-based Pulmonary Optical Endomicroscopy to Predict the Malignant Potential of Solitary Pulmonary Nodules in Humans
Sohan Seth, Ahsan R Akram, Paul McCool, Jody Westerfeld, David Wilson, Stephen McLaughlin, Kevin Dhaliwal, Christopher K. I. Williams
Nature Scientific Reports
[paper] [code]Archetypal Analysis for Nominal Observations
Sohan Seth, Manual J. A. Eugster
IEEE transactions on Pattern Analysis and Machine Intelligence
[paper] [code]Modelling-Based Experiment Retrieval: A Case Study with Gene Expression Clustering
Paul Blomstedt, Ritabrata Dutta, Sohan Seth, Alvis Brazma, Samuel Kaski Bioinformatics
[paper]Probabilistic Archetypal Analysis
Sohan Seth, Manuel J. A. Eugster
Machine Learning
[paper] [code]