Amara Tariq

According to our database, Amara Tariq authored at least 29 papers between 2011 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Knowledge-Grounded Adaptation Strategy for Vision-Language Models: Building a Unique Case-Set for Screening Mammograms for Residents Training.

Aisha Urooj Khan, John W. Garrett, Tyler J. Bradshaw, Lonie Salkowski, Jiwoong Jason Jeong, Amara Tariq, Imon Banerjee

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

Multi-modal Predictive Model for MACE Risk Estimation in Patients with Migraine.

Amara Tariq, Oana Dumitrascu, Man Luo, Gina Dumkrieger, Todd J. Schwedt, Catherine D. Chong, Imon Banerjee

Proceedings of the 12th IEEE International Conference on Healthcare Informatics, 2024

2023

Contrastive diagnostic embedding (CDE) model for automated coding - A case study using emergency department encounters.

Amara Tariq, Kris Goddard, Praneetha Elugunti, Kristina Piorkowski, Jared Staal, Allison Viramontes, Imon Banerjee, Bhavik N. Patel

Int. J. Medical Informatics, November, 2023

Predicting 30-Day All-Cause Hospital Readmission Using Multimodal Spatiotemporal Graph Neural Networks.

Siyi Tang, Amara Tariq, Jared A. Dunnmon, Umesh Sharma, Praneetha Elugunti, Daniel L. Rubin, Bhavik N. Patel, Imon Banerjee

IEEE J. Biomed. Health Informatics, April, 2023

Graph convolutional network-based fusion model to predict risk of hospital acquired infections.

Amara Tariq, Lin Lancaster, Praneetha Elugunti, Eric Siebeneck, Katherine Noe, Bijan Borah, James Moriarty, Imon Banerjee, Bhavik N. Patel

J. Am. Medical Informatics Assoc., 2023

Graph-Based Fusion of Imaging and Non-Imaging Data for Disease Trajectory Prediction.

Amara Tariq, Siyi Tang, Hifza Sakhi, Leo Anthony Celi, Janice M. Newsome, Daniel L. Rubin, Hari Trivedi, Judy Gichoya, Bhavik N. Patel, Imon Banerjee

Proceedings of the 11th International IEEE/EMBS Conference on Neural Engineering, 2023

2022

A Socio-Technical Approach for Resilient Connected Transportation Systems in Smart Cities.

Tanushree Roy, Amara Tariq, Satadru Dey

IEEE Trans. Intell. Transp. Syst., 2022

Systematic Review of Generative Adversarial Networks (GANs) for Medical Image Classification and Segmentation.

Jiwoong Jason Jeong, Amara Tariq, Tobiloba Adejumo, Hari Trivedi, Judy W. Gichoya, Imon Banerjee

J. Digit. Imaging, 2022

Bridging the Gap between Structured and Free-form Radiology Reporting: A Case-study on Coronary CT Angiography.

Amara Tariq, Marly van Assen, Carlo Nicola De Cecco, Imon Banerjee

ACM Trans. Comput. Heal., 2022

PathologyBERT - Pre-trained Vs. A New Transformer Language Model for Pathology Domain.

Thiago Santos, Amara Tariq, Susmita Das, Kavyasree Vayalpati, Geoffrey H. Smith, Hari Trivedi, Imon Banerjee

CoRR, 2022

Multimodal spatiotemporal graph neural networks for improved prediction of 30-day all-cause hospital readmission.

Siyi Tang, Amara Tariq, Jared Dunnmon, Umesh Sharma, Praneetha Elugunti, Daniel L. Rubin, Bhavik N. Patel, Imon Banerjee

CoRR, 2022

Transfer language space with similar domain adaptation: a case study with hepatocellular carcinoma.

Amara Tariq, Omar Kallas, Patricia C. Balthazar, Scott Jeffery Lee, Terry Desser, Daniel L. Rubin, Judy Wawira Gichoya, Imon Banerjee

J. Biomed. Semant., 2022

Graph-based Fusion Modeling and Explanation for Disease Trajectory Prediction.

Amara Tariq, Siyi Tang, Hifza Sakhi, Leo Anthony Celi, Janice M. Newsome, Daniel L. Rubin, Hari Trivedi, Judy Gichoya, Bhavik N. Patel, Imon Banerjee

Proceedings of the AMIA 2022, 2022

2021

Patient-specific COVID-19 resource utilization prediction using fusion AI model.

Amara Tariq, Leo Anthony Celi, Janice M. Newsome, Saptarshi Purkayastha, Neal Kumar Bhatia, Hari Trivedi, Judy Wawira Gichoya, Imon Banerjee

npj Digit. Medicine, 2021

Query bot for retrieving patients' clinical history: A COVID-19 use-case.

Yibo Wang, Amara Tariq, Fiza Khan, Judy Wawira Gichoya, Hari Trivedi, Imon Banerjee

J. Biomed. Informatics, 2021

2020

Generalization of Deep Convolutional Neural Networks - A Case-study on Open-source Chest Radiographs.

Nazanin Mashhaditafreshi, Amara Tariq, Judy Wawira Gichoya, Imon Banerjee

CoRR, 2020

Was there COVID-19 back in 2012? Challenge for AI in Diagnosis with Similar Indications.

Imon Banerjee, Priyanshu Sinha, Saptarshi Purkayastha, Nazanin Mashhaditafreshi, Amara Tariq, Jiwoong Jason Jeong, Hari Trivedi, Judy W. Gichoya

CoRR, 2020

Domain Adaptation For Lane Marking: An Unsupervised Approach.

Ammar Saqib, Sarah Sajid, Sheikh Mahad Arif, Amara Tariq, Nazim Ashraf

Proceedings of the IEEE International Conference on Image Processing, 2020

Comparative Study Of Deep Learning Algorithms For Disease And Pest Detection In Rice Crops.

Syeda Airas Burhan, Sidra Minhas, Amara Tariq, Muhammad Nabeel Hassan

Proceedings of the 12th International Conference on Electronics, 2020

2018

Designing a symmetric classifier for image annotation using multi-layer sparse coding.

Amara Tariq, Hassan Foroosh

Image Vis. Comput., 2018

2017

A Context-Driven Extractive Framework for Generating Realistic Image Descriptions.

Amara Tariq, Hassan Foroosh

IEEE Trans. Image Process., 2017

NELasso: Group-Sparse Modeling for Characterizing Relations Among Named Entities in News Articles.

Amara Tariq, Asim Karim, Hassan Foroosh

IEEE Trans. Pattern Anal. Mach. Intell., 2017

Learning Semantics for Image Annotation.

Amara Tariq, Hassan Foroosh

CoRR, 2017

Image Annotation using Multi-Layer Sparse Coding.

Amara Tariq, Hassan Foroosh

CoRR, 2017

2015

T-clustering: Image clustering by tensor decomposition.

Amara Tariq, Hassan Foroosh

Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Feature-independent context estimation for automatic image annotation.

Amara Tariq, Hassan Foroosh

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

2014

Scene-based automatic image annotation.

Amara Tariq, Hassan Foroosh

Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

2013

Exploiting Topical Perceptions over Multi-Lingual Text for Hashtag Suggestion on Twitter.

Amara Tariq, Asim Karim, Fernando Gomez, Hassan Foroosh

Proceedings of the Twenty-Sixth International Florida Artificial Intelligence Research Society Conference, 2013

2011

Fast supervised feature extraction by term discrimination information pooling.

Amara Tariq, Asim Karim

Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011