Amara Tariq

35 papers A* 1A 2B 3Misc 2Journal 24Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
From Generation to Collaboration: Using LLMs to Edit for Empathy in Healthcare.
CoRR
Man Luo, Bahareh Harandizadeh, Amara Tariq, Halim Abbas, Umar Ghaffar, Christopher J. Warren, Segun O. Kolade, Haidar M. Abdul-Muhsin
2025 J jnl
Adaptable graph neural networks design to support generalizability for clinical event prediction.
J. Biomed. Informatics
Amara Tariq, Gurkiran Kaur, Leon Su, Judy Gichoya, Bhavik N. Patel, Imon Banerjee
2025 J jnl
Opportunistic Screening for Pancreatic Cancer using Computed Tomography Imaging and Radiology Reports.
CoRR
David Le, Ramon L. Correa-Medero, Amara Tariq, Bhavik N. Patel, Motoyo Yano, Imon Banerjee
2025 J jnl
Patient-centric Summarization of Radiology Findings Using Two-step Training of Large Language Models.
ACM Trans. Comput. Heal.
Amara Tariq, Shubham Trivedi, Aisha Urooj, Gokul Ramasamy, Sam Fathizadeh, Matthew Stib, Nelly Tan, Bhavik N. Patel, Imon Banerjee
2025 J jnl
Position: Restructuring of Categories and Implementation of Guidelines Essential for VLM Adoption in Healthcare.
CoRR
Amara Tariq, Rimita Lahiri, Charles Kahn, Imon Banerjee
2024 — conf
Knowledge-Grounded Adaptation Strategy for Vision-Language Models: Building a Unique Case-Set for Screening Mammograms for Residents Training.
MICCAI (12)
Aisha Urooj Khan, John W. Garrett, Tyler J. Bradshaw, Lonie Salkowski, Jiwoong Jason Jeong, Amara Tariq, Imon Banerjee
2024 J jnl
Knowledge-grounded Adaptation Strategy for Vision-language Models: Building Unique Case-set for Screening Mammograms for Residents Training.
CoRR
Aisha Urooj Khan, John W. Garrett, Tyler J. Bradshaw, Lonie Salkowski, Jiwoong Jason Jeong, Amara Tariq, Imon Banerjee
2024 — conf
Multi-modal Predictive Model for MACE Risk Estimation in Patients with Migraine.
ICHI
Amara Tariq, Oana M. Dumitrascu, Man Luo, Gina Dumkrieger, Todd J. Schwedt, Catherine D. Chong, Imon Banerjee
2023 J jnl
Contrastive diagnostic embedding (CDE) model for automated coding - A case study using emergency department encounters.
Int. J. Medical Informatics
Amara Tariq, Kris Goddard, Praneetha Elugunti, Kristina Piorkowski, Jared Staal, Allison Viramontes, Imon Banerjee, Bhavik N. Patel
2023 J jnl
Graph convolutional network-based fusion model to predict risk of hospital acquired infections.
J. Am. Medical Informatics Assoc.
Amara Tariq, Lin Lancaster, Praneetha Elugunti, Eric Siebeneck, Katherine Noe, Bijan Borah, James Moriarty, Imon Banerjee, Bhavik N. Patel
2023 — conf
Graph-Based Fusion of Imaging and Non-Imaging Data for Disease Trajectory Prediction.
NER
Amara Tariq, Siyi Tang, Hifza Sakhi, Leo Anthony Celi, Janice M. Newsome, Daniel L. Rubin, Hari Trivedi, Judy Gichoya, Bhavik N. Patel, Imon Banerjee
2023 J jnl
Predicting 30-Day All-Cause Hospital Readmission Using Multimodal Spatiotemporal Graph Neural Networks.
IEEE J. Biomed. Health Informatics
Siyi Tang, Amara Tariq, Jared A. Dunnmon, Umesh Sharma, Praneetha Elugunti, Daniel L. Rubin, Bhavik N. Patel, Imon Banerjee
2022 J jnl
A Socio-Technical Approach for Resilient Connected Transportation Systems in Smart Cities.
IEEE Trans. Intell. Transp. Syst.
Tanushree Roy, Amara Tariq, Satadru Dey
2022 J jnl
Bridging the Gap between Structured and Free-form Radiology Reporting: A Case-study on Coronary CT Angiography.
ACM Trans. Comput. Heal.
Amara Tariq, Marly van Assen, Carlo Nicola De Cecco, Imon Banerjee
2022 Misc conf
Graph-based Fusion Modeling and Explanation for Disease Trajectory Prediction.
AMIA
Amara Tariq, Siyi Tang, Hifza Sakhi, Leo Anthony Celi, Janice M. Newsome, Daniel L. Rubin, Hari Trivedi, Judy Gichoya, Bhavik N. Patel, Imon Banerjee
2022 J jnl
Multimodal spatiotemporal graph neural networks for improved prediction of 30-day all-cause hospital readmission.
CoRR
Siyi Tang, Amara Tariq, Jared Dunnmon, Umesh Sharma, Praneetha Elugunti, Daniel L. Rubin, Bhavik N. Patel, Imon Banerjee
2022 J jnl
PathologyBERT - Pre-trained Vs. A New Transformer Language Model for Pathology Domain.
CoRR
Thiago Santos, Amara Tariq, Susmita Das, Kavyasree Vayalpati, Geoffrey H. Smith, Hari Trivedi, Imon Banerjee
2022 J jnl
Systematic Review of Generative Adversarial Networks (GANs) for Medical Image Classification and Segmentation.
J. Digit. Imaging
Jiwoong Jason Jeong, Amara Tariq, Tobiloba Adejumo, Hari Trivedi, Judy W. Gichoya, Imon Banerjee
2022 J jnl
Transfer language space with similar domain adaptation: a case study with hepatocellular carcinoma.
J. Biomed. Semant.
Amara Tariq, Omar Kallas, Patricia C. Balthazar, Scott Jeffery Lee, Terry Desser, Daniel L. Rubin, Judy Wawira Gichoya, Imon Banerjee
2021 J jnl
Patient-specific COVID-19 resource utilization prediction using fusion AI model.
npj Digit. Medicine
Amara Tariq, Leo Anthony Celi, Janice M. Newsome, Saptarshi Purkayastha, Neal Kumar Bhatia, Hari Trivedi, Judy Wawira Gichoya, Imon Banerjee
2021 J jnl
Query bot for retrieving patients' clinical history: A COVID-19 use-case.
J. Biomed. Informatics
Yibo Wang, Amara Tariq, Fiza Khan, Judy Wawira Gichoya, Hari Trivedi, Imon Banerjee
2020 A conf
Comparative Study Of Deep Learning Algorithms For Disease And Pest Detection In Rice Crops.
ECAI
Syeda Airas Burhan, Sidra Minhas, Amara Tariq, Muhammad Nabeel Hassan
2020 B conf
Domain Adaptation For Lane Marking: An Unsupervised Approach.
ICIP
Ammar Saqib, Sarah Sajid, Sheikh Mahad Arif, Amara Tariq, Nazim Ashraf
2020 J jnl
Generalization of Deep Convolutional Neural Networks - A Case-study on Open-source Chest Radiographs.
CoRR
Nazanin Mashhaditafreshi, Amara Tariq, Judy Wawira Gichoya, Imon Banerjee
2020 J jnl
Was there COVID-19 back in 2012? Challenge for AI in Diagnosis with Similar Indications.
CoRR
Imon Banerjee, Priyanshu Sinha, Saptarshi Purkayastha, Nazanin Mashhaditafreshi, Amara Tariq, Jiwoong Jason Jeong, Hari Trivedi, Judy W. Gichoya
2018 J jnl
Designing a symmetric classifier for image annotation using multi-layer sparse coding.
Image Vis. Comput.
Amara Tariq, Hassan Foroosh
2017 J jnl
A Context-Driven Extractive Framework for Generating Realistic Image Descriptions.
IEEE Trans. Image Process.
Amara Tariq, Hassan Foroosh
2017 J jnl
Image Annotation using Multi-Layer Sparse Coding.
CoRR
Amara Tariq, Hassan Foroosh
2017 J jnl
Learning Semantics for Image Annotation.
CoRR
Amara Tariq, Hassan Foroosh
2017 J jnl
NELasso: Group-Sparse Modeling for Characterizing Relations Among Named Entities in News Articles.
IEEE Trans. Pattern Anal. Mach. Intell.
Amara Tariq, Asim Karim, Hassan Foroosh
2015 A* conf
Feature-independent context estimation for automatic image annotation.
CVPR
Amara Tariq, Hassan Foroosh
2015 B conf
T-clustering: Image clustering by tensor decomposition.
ICIP
Amara Tariq, Hassan Foroosh
2014 B conf
Scene-based automatic image annotation.
ICIP
Amara Tariq, Hassan Foroosh
2013 Misc conf
Exploiting Topical Perceptions over Multi-Lingual Text for Hashtag Suggestion on Twitter.
FLAIRS
Amara Tariq, Asim Karim, Fernando Gomez, Hassan Foroosh
2011 A conf
Fast supervised feature extraction by term discrimination information pooling.
CIKM
Amara Tariq, Asim Karim