Get our free extension to see links to code for papers anywhere online!

Chrome logo  Add to Chrome

Firefox logo Add to Firefox

Lightweight Transformers for Clinical Natural Language Processing


Feb 09, 2023
Omid Rohanian, Mohammadmahdi Nouriborji, Hannah Jauncey, Samaneh Kouchaki, ISARIC Clinical Characterisation Group, Lei Clifton, Laura Merson, David A. Clifton

Add code


   Access Paper or Ask Questions

G-CMP: Graph-enhanced Contextual Matrix Profile for unsupervised anomaly detection in sensor-based remote health monitoring


Nov 29, 2022
Nivedita Bijlani, Oscar Mendez Maldonado, Samaneh Kouchaki

Add code

* 12 pages, 7 figures, Accepted to British Machine Vision Conference 2022 

   Access Paper or Ask Questions

MiniALBERT: Model Distillation via Parameter-Efficient Recursive Transformers


Oct 12, 2022
Mohammadmahdi Nouriborji, Omid Rohanian, Samaneh Kouchaki, David A. Clifton

Add code


   Access Paper or Ask Questions

On the Effectiveness of Compact Biomedical Transformers


Sep 07, 2022
Omid Rohanian, Mohammadmahdi Nouriborji, Samaneh Kouchaki, David A. Clifton

Add code


   Access Paper or Ask Questions

Privacy-aware Early Detection of COVID-19 through Adversarial Training


Jan 09, 2022
Omid Rohanian, Samaneh Kouchaki, Andrew Soltan, Jenny Yang, Morteza Rohanian, Yang Yang, David Clifton

Add code


   Access Paper or Ask Questions

Designing A Clinically Applicable Deep Recurrent Model to Identify Neuropsychiatric Symptoms in People Living with Dementia Using In-Home Monitoring Data


Oct 19, 2021
Francesca Palermo, Honglin Li, Alexander Capstick, Nan Fletcher-Lloyd, Yuchen Zhao, Samaneh Kouchaki, Ramin Nilforooshan, David Sharp, Payam Barnaghi

Add code

* 13 pages, accepted to Research2Clinics WS @ NeurIPS 2021 

   Access Paper or Ask Questions

Semi-supervised Learning for Identifying the Likelihood of Agitation in People with Dementia


May 14, 2021
Roonak Rezvani, Samaneh Kouchaki, Ramin Nilforooshan, David J. Sharp, Payam Barnaghi

Add code


   Access Paper or Ask Questions

A Hamiltonian Monte Carlo Model for Imputation and Augmentation of Healthcare Data


Mar 03, 2021
Narges Pourshahrokhi, Samaneh Kouchaki, Kord M. Kober, Christine Miaskowski, Payam Barnaghi

Add code


   Access Paper or Ask Questions

Bridging the Gap: Attending to Discontinuity in Identification of Multiword Expressions


Feb 27, 2019
Omid Rohanian, Shiva Taslimipoor, Samaneh Kouchaki, Le An Ha, Ruslan Mitkov

Add code

* Accepted at NAACL-HLT 2019 

   Access Paper or Ask Questions

Visualisation of Survey Responses using Self-Organising Maps: A Case Study on Diabetes Self-care Factors


Aug 30, 2016
Santosh Tirunagari, Simon Bull, Samaneh Kouchaki, Deborah Cooke, Norman Poh

Add code


   Access Paper or Ask Questions