[HTML][HTML] Multimodal deep learning models for early detection of Alzheimer's disease stage
Most current Alzheimer’s disease (AD) and mild cognitive disorders (MCI) studies use single
data modality to make predictions such as AD stages. The fusion of multiple data modalities …
data modality to make predictions such as AD stages. The fusion of multiple data modalities …
DeeperBind: Enhancing prediction of sequence specificities of DNA binding proteins
HR Hassanzadeh, MD Wang - 2016 IEEE International …, 2016 - ieeexplore.ieee.org
Transcription factors (TFs) are macromolecules that bind to cis-regulatory specific sub-regions
of DNA promoters and initiate transcription. Finding the exact location of these binding …
of DNA promoters and initiate transcription. Finding the exact location of these binding …
A multi-objective gravitational search algorithm
HR Hassanzadeh, M Rouhani - 2010 2nd international …, 2010 - ieeexplore.ieee.org
Recently there has been a great research conducted on diverse variations of multi-objective
swarm optimization algorithms each of which might have its own strengths and weaknesses. …
swarm optimization algorithms each of which might have its own strengths and weaknesses. …
Leveraging pretrained models for automatic summarization of doctor-patient conversations
…, A Ghosh, V Jagannathan, HR Hassanzadeh… - arXiv preprint arXiv …, 2021 - arxiv.org
Fine-tuning pretrained models for automatically summarizing doctor-patient conversation
transcripts presents many challenges: limited training data, significant domain shift, long and …
transcripts presents many challenges: limited training data, significant domain shift, long and …
An interval-valued fuzzy controller for complex dynamical systems with application to a 3-PSP parallel robot
HR Hassanzadeh, MR Akbarzadeh-T… - Fuzzy sets and …, 2014 - Elsevier
In this paper, we present a novel interval-valued fuzzy model-based controller for handling
the effects of uncertainty in controlling a complex dynamical system. Theoretically, model-…
the effects of uncertainty in controlling a complex dynamical system. Theoretically, model-…
[PDF][PDF] Extract and Abstract with BART for Clinical Notes from Doctor-Patient Conversations.
Reducing the burden of documentation physicians are required to do with speech
understanding is a challenging and worthwhile goal with the potential to improve care. When …
understanding is a challenging and worthwhile goal with the potential to improve care. When …
[HTML][HTML] An integrated deep network for cancer survival prediction using omics data
HR Hassanzadeh, MD Wang - Frontiers in big Data, 2021 - frontiersin.org
As a highly sophisticated disease that humanity faces, cancer is known to be associated with
dysregulation of cellular mechanisms in different levels, which demands novel paradigms …
dysregulation of cellular mechanisms in different levels, which demands novel paradigms …
A multi-dimensional fairness combinatorial double-sided auction model in cloud environment
…, A Movaghar, HR Hassanzadeh - 2016 8th International …, 2016 - ieeexplore.ieee.org
In cloud investment markets, consumers are looking for the lowest cost and a desirable fairness
while providers are looking for strategies to achieve the highest possible profit and return…
while providers are looking for strategies to achieve the highest possible profit and return…
A semi-supervised method for predicting cancer survival using incomplete clinical data
HR Hassanzadeh, JH Phan… - 2015 37th Annual …, 2015 - ieeexplore.ieee.org
Prediction of survival for cancer patients is an open area of research. However, many of these
studies focus on datasets with a large number of patients. We present a novel method that …
studies focus on datasets with a large number of patients. We present a novel method that …
A multi-modal graph-based semi-supervised pipeline for predicting cancer survival
HR Hassanzadeh, JH Phan… - 2016 IEEE International …, 2016 - ieeexplore.ieee.org
Cancer survival prediction is an active area of research that can help prevent unnecessary
therapies and improve patient's quality of life. Gene expression profiling is being widely used …
therapies and improve patient's quality of life. Gene expression profiling is being widely used …