Publications

Exploring the frontiers of knowledge

Our mission continues to be dedicated to innovation in human and animal health through cutting-edge data research, AI/ML exploration, and interdisciplinary cooperation.

Gaining insights into pet owner understanding/lived experience of canine chronic kidney disease using survey and social media data

Tarrant, G., Boyden, L., Rai, T., Wright, A., Cook, A. J. C., Wells, K.

Echo chamber: uncovering the public views on ultrasounds via advanced social media listening

Rai, T., Tarrant, G., Wells, K.

The IPATH dataset: training CLIP models with histopathology-based image-caption pairs from Instagram

Mirhosseini, S., Rai, T., Diaz-Santana, P., et al.

The Terminator and veterinary medicine: can they meet outside the world of sci‐fi?

Taranpreet Rai

Understanding online posts from social media using large language models and topic modelling: Challenges faced by women in African farming.

Cherry, G., Rai, T., Boyden, L., Mwacalimba, K., Tiernan, R., Street, T., Cook, A. J., & Wells, K.

MSR41 Unleashing the Power of Large Language Models: Using Zero-Shot Relevancy Classification on Social Media Posts for Enhanced Automated Understanding of Online Pet Owner Conversations About Canine Pruritus

Cherry, G., Street, T., Rai, T., Wright, A., Brown, R., & Wells, K.

MSR5: Leveraging machine learning to understand pet owner experiences of feline pruritus.

Cherry, G., Mpantis, A., Rai, T., Wright, A., Brown, R., & Wells, K.

Evaluating diffusion model generated synthetic histopathology image data against authentic digital pathology images.

Taranpreet Rai, et al.

Keeping Pathologists in the Loop and an Adaptive F1-Score Threshold Method for Mitosis Detection in Canine Perivascular Wall Tumours

Taranpreet Rai, Ambra Morisi, Barbara Bacci, Nicholas James Bacon, Michael J Dark, Tawfik Aboellail, Spencer A Thomas, Roberto M La Ragione, Kevin Wells

Investigating the potential of untrained convolutional layers and pruning in computational pathology

Taranpreet Rai, Ioanna Papanikolaou, Neelkanth Dave, Ambra Morisi, Barbara Bacci, Spencer Angus Thomas, Roberto La Ragione, Kevin Wells

Semantic sensing for data innovation

A. J. Cook, Andrea Wright, Georgina Cherry, Kevin Wells, Nikolai Kazantsev, Sitira Williams, Theo Kanellos, Taranpreet Rai, Travis Street

Understanding Feline Pruritis From the Pet Owners Perspective: Can Social Media Listening Identify and Describe a Pet Patients Pathway Through a Disease Process in Veterinary Medicine?

A. J. Cook, Andrea Wright, Georgina Cherry, Kevin Wells, Richard Brown, Taranpreet Rai, Travis Street

Deep Learning for Necrosis Detection Using Canine Perivascular Wall Tumour Whole Slide Images

Taranpreet Rai, Ambra Morisi, Barbara Bacci, Nicholas J Bacon, Michael J Dark, Tawfik Aboellail, Spencer Angus Thomas, Miroslaw Bober, Roberto La Ragione, Kevin Wells

Can ImageNet feature maps be applied to small histopathological datasets for the classification of breast cancer metastatic tissue in whole slide images?

Taranpreet Rai, A Morisi, B Bacci, NJ Bacon, SA Thomas, RM La Ragione, M Bober, K Wells

An investigation of aggregated transfer learning for classification in digital pathology