Amara Tariq

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 23

Top Topics

Image Annotation

Transportation Systems

Top Venues

IEEE J. Biomed. Health Informatics

Publications

Aisha Urooj Khan, John W. Garrett, Tyler J. Bradshaw, Lonie Salkowski, Jiwoong Jason Jeong, Amara Tariq, Imon Banerjee
Knowledge-grounded Adaptation Strategy for Vision-language Models: Building Unique Case-set for Screening Mammograms for Residents Training. CoRR (2024)
Amara Tariq, Kris Goddard, Praneetha Elugunti, Kristina Piorkowski, Jared Staal, Allison Viramontes, Imon Banerjee, Bhavik N. Patel
Contrastive diagnostic embedding (CDE) model for automated coding - A case study using emergency department encounters. Int. J. Medical Informatics 179 (2023)
Amara Tariq, Siyi Tang, Hifza Sakhi, Leo Anthony Celi, Janice M. Newsome, Daniel L. Rubin, Hari Trivedi, Judy Gichoya, Bhavik N. Patel, Imon Banerjee
Graph-Based Fusion of Imaging and Non-Imaging Data for Disease Trajectory Prediction. NER (2023)
Amara Tariq, Lin Lancaster, Praneetha Elugunti, Eric Siebeneck, Katherine Noe, Bijan Borah, James Moriarty, Imon Banerjee, Bhavik N. Patel
Graph convolutional network-based fusion model to predict risk of hospital acquired infections. J. Am. Medical Informatics Assoc. 30 (6) (2023)
Siyi Tang, Amara Tariq, Jared A. Dunnmon, Umesh Sharma, Praneetha Elugunti, Daniel L. Rubin, Bhavik N. Patel, Imon Banerjee
Predicting 30-Day All-Cause Hospital Readmission Using Multimodal Spatiotemporal Graph Neural Networks. IEEE J. Biomed. Health Informatics 27 (4) (2023)
Amara Tariq, Marly Van Assen, Carlo N. De Cecco, Imon Banerjee
Bridging the Gap between Structured and Free-form Radiology Reporting: A Case-study on Coronary CT Angiography. ACM Trans. Comput. Heal. 3 (1) (2022)
Thiago Santos, Amara Tariq, Susmita Das, Kavyasree Vayalpati, Geoffrey H. Smith, Hari Trivedi, Imon Banerjee
PathologyBERT - Pre-trained Vs. A New Transformer Language Model for Pathology Domain. CoRR (2022)
Tanushree Roy, Amara Tariq, Satadru Dey
A Socio-Technical Approach for Resilient Connected Transportation Systems in Smart Cities. IEEE Trans. Intell. Transp. Syst. 23 (6) (2022)
Amara Tariq, Omar Kallas, Patricia Balthazar, Scott Jeffery Lee, Terry Desser, Daniel Rubin, Judy Wawira Gichoya, Imon Banerjee
Transfer language space with similar domain adaptation: a case study with hepatocellular carcinoma. J. Biomed. Semant. 13 (1) (2022)
Amara Tariq, Siyi Tang, Hifza Sakhi, Leo Anthony Celi, Janice Newsome, Daniel Rubin, Hari Trivedi, Judy Gichoya, Bhavik Patel, Imon Banerjee
Graph-based Fusion Modeling and Explanation for Disease Trajectory Prediction. AMIA (2022)
Siyi Tang, Amara Tariq, Jared Dunnmon, Umesh Sharma, Praneetha Elugunti, Daniel Rubin, Bhavik N. Patel, Imon Banerjee
Multimodal spatiotemporal graph neural networks for improved prediction of 30-day all-cause hospital readmission. CoRR (2022)
Jiwoong Jason Jeong, Amara Tariq, Tobiloba Adejumo, Hari Trivedi, Judy W. Gichoya, Imon Banerjee
Systematic Review of Generative Adversarial Networks (GANs) for Medical Image Classification and Segmentation. J. Digit. Imaging 35 (2) (2022)
Yibo Wang, Amara Tariq, Fiza Khan, Judy Wawira Gichoya, Hari Trivedi, Imon Banerjee
Query bot for retrieving patients' clinical history: A COVID-19 use-case. J. Biomed. Informatics 123 (2021)
Amara Tariq, Leo Anthony Celi, Janice M. Newsome, Saptarshi Purkayastha, Neal Kumar Bhatia, Hari Trivedi, Judy Wawira Gichoya, Imon Banerjee
Patient-specific COVID-19 resource utilization prediction using fusion AI model. npj Digit. Medicine 4 (2021)
Ammar Saqib, Sarah Sajid, Sheikh Mahad Arif, Amara Tariq, Nazim Ashraf
Domain Adaptation For Lane Marking: An Unsupervised Approach. ICIP (2020)
Nazanin Mashhaditafreshi, Amara Tariq, Judy Wawira Gichoya, Imon Banerjee
Generalization of Deep Convolutional Neural Networks - A Case-study on Open-source Chest Radiographs. CoRR (2020)
Syeda Airas Burhan, Sidra Minhas, Amara Tariq, Muhammad Nabeel Hassan
Comparative Study Of Deep Learning Algorithms For Disease And Pest Detection In Rice Crops. ECAI (2020)
Imon Banerjee, Priyanshu Sinha, Saptarshi Purkayastha, Nazanin Mashhaditafreshi, Amara Tariq, Jiwoong Jason Jeong, Hari Trivedi, Judy W. Gichoya
Was there COVID-19 back in 2012? Challenge for AI in Diagnosis with Similar Indications. CoRR (2020)
Amara Tariq, Hassan Foroosh
Designing a symmetric classifier for image annotation using multi-layer sparse coding. Image Vis. Comput. 69 (2018)
Amara Tariq, Hassan Foroosh
Learning Semantics for Image Annotation. CoRR (2017)
Amara Tariq, Asim Karim, Hassan Foroosh
NELasso: Group-Sparse Modeling for Characterizing Relations Among Named Entities in News Articles. IEEE Trans. Pattern Anal. Mach. Intell. 39 (10) (2017)
Amara Tariq, Hassan Foroosh
A Context-Driven Extractive Framework for Generating Realistic Image Descriptions. IEEE Trans. Image Process. 26 (2) (2017)
Amara Tariq, Hassan Foroosh
Image Annotation using Multi-Layer Sparse Coding. CoRR (2017)
Amara Tariq, Hassan Foroosh
Feature-independent context estimation for automatic image annotation. CVPR (2015)
Amara Tariq, Hassan Foroosh
T-clustering: Image clustering by tensor decomposition. ICIP (2015)
Amara Tariq, Hassan Foroosh
Scene-based automatic image annotation. ICIP (2014)
Amara Tariq, Asim Karim, Fernando Gomez, Hassan Foroosh
Exploiting Topical Perceptions over Multi-Lingual Text for Hashtag Suggestion on Twitter. FLAIRS Conference (2013)
Amara Tariq, Asim Karim
Fast supervised feature extraction by term discrimination information pooling. CIKM (2011)