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A. Tariq · SciRah

Researcher profile · Semantic Scholar

A. Tariq

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A. Tariq — researcher profile on SciRah

h-index: 17
Works: 78
Citations: 825

Most-cited papers

Systematic Review of Generative Adversarial Networks (GANs) for Medical Image Classification and Segmentation
J. Jeong, A. Tariq, Tobiloba Adejumo, H. Trivedi +2 more
2022Journal of digital imaging146 citations Open access
Semantic Scholar
Comparative Study Of Deep Learning Algorithms For Disease And Pest Detection In Rice Crops
S. Burhan, Sidra Minhas, A. Tariq, M. Hassan
2020European Conference on Artificial Intelligence54 citations
Semantic Scholar
Current Clinical Applications of Artificial Intelligence in Radiology and Their Best Supporting Evidence.
A. Tariq, S. Purkayastha, Geetha Padmanaban, E. Krupinski +3 more
2020Journal of the American College of Radiology53 citations Open access
Semantic Scholar
Predicting 30-day all-cause hospital readmission using multimodal spatiotemporal graph neural networks
Si-Yi Tang, A. Tariq, Jared A. Dunnmon, Umesh M. Sharma +4 more
2022IEEE journal of biomedical and health informatics43 citations Open access
Semantic Scholar
A Context-Driven Extractive Framework for Generating Realistic Image Descriptions
A. Tariq, H. Foroosh
2017IEEE Transactions on Image Processing42 citations Open access
Semantic Scholar
Feature-independent context estimation for automatic image annotation
A. Tariq, H. Foroosh
2015Computer Vision and Pattern Recognition39 citations Open access
Semantic Scholar
Automatic Classification of Cancer Pathology Reports: A Systematic Review
Thiago Santos, A. Tariq, J. Gichoya, H. Trivedi +1 more
2022Journal of Pathology Informatics37 citations Open access
Semantic Scholar
PathologyBERT - Pre-trained Vs. A New Transformer Language Model for Pathology Domain
Thiago Santos, A. Tariq, Susmita Das, Kavyasree Vayalpati +3 more
2022American Medical Informatics Association Annual Symposium34 citations Open access
Semantic Scholar
A Socio-Technical Approach for Resilient Connected Transportation Systems in Smart Cities
Tanushree Roy, A. Tariq, Satadru Dey
2022IEEE transactions on intelligent transportation systems (Print)33 citations
Semantic Scholar
Patient-specific COVID-19 resource utilization prediction using fusion AI model
A. Tariq, L. Celi, J. Newsome, S. Purkayastha +4 more
2021npj Digital Medicine33 citations Open access
Semantic Scholar
Exploiting Topical Perceptions over Multi-Lingual Text for Hashtag Suggestion on Twitter
A. Tariq, Asim Karim, F. Gomez, H. Foroosh
2013The Florida AI Research Society28 citations
Semantic Scholar
Exposing Vulnerabilities in Clinical LLMs Through Data Poisoning Attacks: Case Study in Breast Cancer
Avisha Das, A. Tariq, F. Batalini, B. Dhara +1 more
2024medRxiv27 citations Open access
Semantic Scholar
Weakly supervised temporal model for prediction of breast cancer distant recurrence
Josh Sanyal, A. Tariq, A. Kurian, Daniel L. Rubin +1 more
2021Scientific Reports25 citations Open access
Semantic Scholar
Graph convolutional network-based fusion model to predict risk of hospital acquired infections
A. Tariq, L. Lancaster, Praneetha Elugunti, Eric Siebeneck +5 more
2023J. Am. Medical Informatics Assoc.21 citations
Semantic Scholar
Opportunistic screening for low bone density using abdominopelvic computed tomography scans.
A. Tariq, Bhavik N. Patel, W. Sensakovic, Samuel J. Fahrenholtz +1 more
2023Medical Physics (Lancaster)20 citations Open access
Semantic Scholar
Fusion Modeling; Combining Clinical and Imaging Data to Advance Cardiac Care
M. van Assen, A. Tariq, Alexander C. Razavi, C. Yang +2 more
2023Circulation Cardiovascular Imaging19 citations
Semantic Scholar
Scene-based automatic image annotation
A. Tariq, H. Foroosh
2014International Conference on Information Photonics18 citations Open access
Semantic Scholar
Multimodal artificial intelligence models for radiology
A. Tariq, Imon Banerjee, H. Trivedi, J. Gichoya
2025BJR artificial intelligence15 citations Open access
Semantic Scholar
T-clustering: Image clustering by tensor decomposition
A. Tariq, H. Foroosh
2015International Conference on Information Photonics11 citations Open access
Semantic Scholar
Domain-specific LLM Development and Evaluation -- A Case-study for Prostate Cancer
A. Tariq, A. Urooj, A. Das, J. Jeong +3 more
2024medRxiv10 citations Open access
Semantic Scholar
Patient Centric Summarization of Radiology Findings using Large Language Models
A. Tariq, A. Urooj, S. Trivedi, S. Fathizadeh +5 more
2024medRxiv9 citations Open access
Semantic Scholar
Was there COVID-19 back in 2012? Challenge for AI in Diagnosis with Similar Indications
Imon Banerjee, Priyanshu Sinha, S. Purkayastha, Nazanin Mashhaditafreshi +4 more
2020arXiv.org9 citations
Semantic Scholar
Patient-centric Summarization of Radiology Findings Using Two-step Training of Large Language Models
A. Tariq, S. Trivedi, A. Urooj, G. Ramasamy +5 more
2024ACM Trans. Comput. Heal.8 citations
Semantic Scholar
Adaptable Graph Neural Networks Design to support Generalizability for Clinical Event Prediction
A. Tariq, Gurkiran Kaur, Leon Su, J. Gichoya +2 more
2025Journal of Biomedical Informatics6 citations Open access
Semantic Scholar
Graph-based Fusion Modeling and Explanation for Disease Trajectory Prediction
A. Tariq, Si-Yi Tang, H. Sakhi, L. Celi +6 more
2022medRxiv6 citations Open access
Semantic Scholar
PATIENT-SPECIFIC COVID-19 RESOURCE UTILIZATION PREDICTION USING FUSION AI MODEL
A. Tariq, L. Celi, Janice M. Newsome, S. Purkayastha +5 more
2021Journal of the American College of Cardiology6 citations Open access
Semantic Scholar
Transfer language space with similar domain adaptation: a case study with hepatocellular carcinoma
A. Tariq, O. Kallas, P. Balthazar, S. Lee +4 more
2020Journal of Biomedical Semantics6 citations Open access
Semantic Scholar
Fast supervised feature extraction by term discrimination information pooling
A. Tariq, Asim Karim
2011International Conference on Information and Knowledge Management6 citations
Semantic Scholar
Knowledge-grounded Adaptation Strategy for Vision-language Models: Building Unique Case-set for Screening Mammograms for Residents Training
Aisha Urooj Khan, John Garrett, Tyler Bradshaw, L. Salkowski +3 more
2024International Conference on Medical Image Computing and Computer-Assisted Intervention4 citations
Semantic Scholar
Prediction of Transfusion among In-patient Population using Temporal Pattern based Clinical Similarity Graphs.
A. Tariq, Leon Su, Bhavik N. Patel, Imon Banerjee
2023AMIA ... Annual Symposium proceedings. AMIA Symposium4 citations
Semantic Scholar
Fusion of imaging and non-imaging data for disease trajectory prediction for coronavirus disease 2019 patients
A. Tariq, Si-Yi Tang, H. Sakhi, L. Celi +5 more
2023Journal of Medical Imaging4 citations Open access
Semantic Scholar
Bridging the Gap between Structured and Free-form Radiology Reporting: A Case-study on Coronary CT Angiography
A. Tariq, M. van Assen, C. D. De Cecco, Imon Banerjee
2021ACM Trans. Comput. Heal.4 citations
Semantic Scholar
Designing a symmetric classifier for image annotation using multi-layer sparse coding
A. Tariq, H. Foroosh
2018Image and Vision Computing4 citations Open access
Semantic Scholar
Learning Semantics for Image Annotation
A. Tariq, H. Foroosh
2017arXiv.org4 citations
Semantic Scholar
NELasso: Group-Sparse Modeling for Characterizing Relations Among Named Entities in News Articles
A. Tariq, Asim Karim, H. Foroosh
2017IEEE Transactions on Pattern Analysis and Machine Intelligence4 citations Open access
Semantic Scholar
Open-source hybrid large language model integrated system for extraction of breast cancer treatment pathway from free-text clinical notes
A. Tariq, M. Sikha, A. Kurian, Kevin C. Ward +3 more
2025JCO Clinical Cancer Informatics3 citations Open access
Semantic Scholar
Design, training, and applications of foundation model for chest computed tomography volumes
A. Tariq, Bhavik N. Patel, Imon Banerjee
2024Medical Imaging3 citations
Semantic Scholar
Self-supervised learning for chest computed tomography: training strategies and effect on downstream applications
A. Tariq, G. Ramasamy, Bhavik N. Patel, Imon Banerjee
2024Journal of Medical Imaging3 citations Open access
Semantic Scholar
Contrastive diagnostic embedding (CDE) model for automated coding - A case study using emergency department encounters
A. Tariq, Kris Goddard, Praneetha Elugunti, Kristina N. Piorkowski +4 more
2023Int. J. Medical Informatics3 citations
Semantic Scholar
Toward co-design of an AI solution for detection of diarrheal pathogens in drinking water within resource-constrained contexts
R. Hall-Clifford, Alejandro Arzu, S. Contreras, Maria Gabriela Croissert Muguercia +6 more
2022PLOS Global Public Health3 citations Open access
Semantic Scholar
Proceedings of the 2nd edition of the International e-Health Forum 2024
Morocco Casablanca, 30-31, Pr Pr. Anass Doukkali, Pr. Mohamed Youns Bjijou +63 more
2025BMC Proceedings2 citations Open access
Semantic Scholar
Opportunistic Screening for Pancreatic Cancer using Computed Tomography Imaging and Radiology Reports
David Le, Ramón L. Correa-Medero, A. Tariq, Bhavik N. Patel +2 more
2025arXiv.org2 citations
Semantic Scholar
Comparative Analysis of Fusion Strategies for Imaging and Non-imaging Data - Use-case of Hospital Discharge Prediction.
Vedant Vijay Parikh, A. Tariq, Bhavik N. Patel, Imon Banerjee
2024AMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational Science2 citations
Semantic Scholar
Graph-Based Fusion of Imaging and Non-Imaging Data for Disease Trajectory Prediction
A. Tariq, Si-Yi Tang, H. Sakhi, L. Celi +6 more
2023International IEEE/EMBS Conference on Neural Engineering2 citations
Semantic Scholar
Image Annotation using Multi-Layer Sparse Coding
A. Tariq, H. Foroosh
2017arXiv.org2 citations
Semantic Scholar
From Generation to Collaboration: Using LLMs to Edit for Empathy in Healthcare
Man Luo, Bahareh Harandizadeh, A. Tariq, Halim Abbas +4 more
2026arXiv.org1 citations
Semantic Scholar
Position: Restructuring of Categories and Implementation of Guidelines Essential for VLM Adoption in Healthcare
A. Tariq, Rimita Lahiri, C. Kahn, Imon Banerjee
2025arXiv.org1 citations
Semantic Scholar
Domain-specific large language model for predicting prostate cancer treatment plan.
U. Ghaffar, A. Tariq, Mouneeb M. Choudry, Logan Briggs +5 more
2025Journal of Clinical Oncology1 citations Open access
Semantic Scholar
Inpatient and Outpatient Radiology Report Access After the 21st Century Cures Act
Jordan R. Pollock, A. Tariq, J. Schmitz, Jacob A. Varner +3 more
2025JAMA Network Open1 citations
Semantic Scholar
Self-supervised Learning for Chest CT - Training Strategies and Effect on Downstream Applications
A. Tariq, Bhavik N. Patel, Imon Banerjee
2024medRxiv1 citations Open access
Semantic Scholar

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