Search Results - "Rohanian, Morteza"

Alzheimer’s Dementia Recognition From Spontaneous Speech Using Disfluency and Interactional Features by Nasreen, Shamila, Rohanian, Morteza, Hough, Julian, Purver, Matthew

“…Alzheimer’s disease (AD) is a progressive, neurodegenerative disorder mainly characterized by memory loss with deficits in other cognitive domains, including…”
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Privacy-Aware Early Detection of COVID-19 Through Adversarial Training by Rohanian, Omid, Kouchaki, Samaneh, Soltan, Andrew, Yang, Jenny, Rohanian, Morteza, Yang, Yang, Clifton, David

“…Early detection of COVID-19 is an ongoing area of research that can help with triage, monitoring and general health assessment of potential patients and may…”
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Re-framing Incremental Deep Language Models for Dialogue Processing with Multi-task Learning by Rohanian, Morteza, Hough, Julian

“…The 28th International Conference on Computational Linguistics (COLING 2020) We present a multi-task learning framework to enable the training of one universal…”
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Alzheimer's Dementia Recognition Using Acoustic, Lexical, Disfluency and Speech Pause Features Robust to Noisy Inputs by Rohanian, Morteza, Hough, Julian, Purver, Matthew

“…We present two multimodal fusion-based deep learning models that consume ASR transcribed speech and acoustic data simultaneously to classify whether a speaker…”
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Multi-modal fusion with gating using audio, lexical and disfluency features for Alzheimer's Dementia recognition from spontaneous speech by Rohanian, Morteza, Hough, Julian, Purver, Matthew

“…Proc. Interspeech 2020, 2187-2191 This paper is a submission to the Alzheimer's Dementia Recognition through Spontaneous Speech (ADReSS) challenge, which aims…”
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Radiology-Aware Model-Based Evaluation Metric for Report Generation by Calamida, Amos, Nooralahzadeh, Farhad, Rohanian, Morteza, Fujimoto, Koji, Nishio, Mizuho, Krauthammer, Michael

“…We propose a new automated evaluation metric for machine-generated radiology reports using the successful COMET architecture adapted for the radiology domain…”
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Boosting Radiology Report Generation by Infusing Comparison Prior by Kim, Sanghwan, Nooralahzadeh, Farhad, Rohanian, Morteza, Fujimoto, Koji, Nishio, Mizuho, Sakamoto, Ryo, Rinaldi, Fabio, Krauthammer, Michael

“…Recent transformer-based models have made significant strides in generating radiology reports from chest X-ray images. However, a prominent challenge remains:…”
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Privacy-aware Early Detection of COVID-19 through Adversarial Training by Rohanian, Omid, Kouchaki, Samaneh, Soltan, Andrew, Yang, Jenny, Rohanian, Morteza, Yang, Yang, Clifton, David

“…Early detection of COVID-19 is an ongoing area of research that can help with triage, monitoring and general health assessment of potential patients and may…”
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Convolutional Neural Networks for Sentiment Analysis in Persian Social Media by Rohanian, Morteza, Salehi, Mostafa, Darzi, Ali, Ranjbar, Vahid

“…With the social media engagement on the rise, the resulting data can be used as a rich resource for analyzing and understanding different phenomena around us…”
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