User profiles for H. R. Hassanzadeh

Hamid Hassanzadeh

- Verified email at jhmi.edu - Cited by 3198

Hamid Reza Hassanzadeh

- Verified email at gatech.edu - Cited by 903

[HTML][HTML] Multimodal deep learning models for early detection of Alzheimer's disease stage

J Venugopalan, L Tong, HR Hassanzadeh… - Scientific reports, 2021 - nature.com
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 …

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 …

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. …

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 …

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-…

[PDF][PDF] Extract and Abstract with BART for Clinical Notes from Doctor-Patient Conversations.

J Su, L Zhang, HR Hassanzadeh, T Schaaf - INTERSPEECH, 2022 - isca-archive.org
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 …

[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 …

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…

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 …

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 …