Published:
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Thiago Santos, Amara Tariq, Susmita Das, Kavyasree Vayalpati, Geoffrey H. Smith, Hari Trivedi, and Imon Banerjee. "PathologyBERT - Pre-trained Vs. A New Transformer Language Model for Pathology Domain" American Medical Informatics Association (AMIA) Annual Symposium (2022)
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Thiago Santos, Amara Tariq, Judy Wawira Gichoya, Hari Trivedi, and Imon Banerjee. "Automatic Classification of Cancer Pathology Reports: A Systematic Review" Journal of Pathology Informatics (JPI)(2022)
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Thiago Santos "A deep hierarquical framework for automatic extraction of cancer diagnosis and severity " Work In Progress
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Thiago Santos "An end-to-end Multi-Task BERT for automatic extraction of cancer diagnosis and severity " Work In Progress
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Thiago Santos, Omar Kallas, Janice Newsome, Daniel Rubin,Judy Gichoya,and Imon Banerjee."A Fusion NLP Modelfor the Inference of Standardized Thyroid Nodule Malignancy Scores from Radiology Report Text" American Medical Informatics Association (AMIA) Annual Symposium (2021)
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Akbar R., Arash R., and Thiago Santos. "Toward a Dichotomy for Approximation of H-Coloring" ICALP 2019
Book Chapters:
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Amara Tariq,Thiago Santos, and Imon Banerjee. "A Survey of Natural Language Processing Methods and Tools in Cardiology" Artificial Intelligence in Cardiothoracic Imaging, Spring Nature (2021)
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Susmita Das, Amara Tariq,Thiago Santos, Sai Sandeep Kantareddy, and Imon Banerjee. "Recurrent neural networks(RNN) - architectures, training tricks and introduction to influential research" To appear in O. Colliot (Ed.),Machine Learning for Brain Disorders, Springer (2022)