thiagosantos1/maze_game

A simple Maze Game, similar to PAC Man

Hi there, I'm Thiago Santos 👋

I am an Artificial Intelligence Engineer at Mendel AI

• 🔭 I am currently working on the intersection of multi-model and multi-data, as well as how to integrate them together in order to improve information extraction from heterogeneous medical records.
• ⌛ My work interest is on information extraction from heterogeneous medical sources (pathology reports, clinical notes, radiology reports, lab results, and many others)
• ⚡ Fun facts: I love video games 🎮, biking 🚲, soccer ⚽, cooking 🍜 and a scotch whisky 🥃

Languages and Tools:

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👨🏻‍🔬 Scientific Publications

Published:

• 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)

• 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)

• Thiago Santos, Rishav Dhar, Amara Tariq, Elizabeth Anne Krupinski, Erin E Grady, and Imon Banerjee. "An Auto-mated NLP Tool to Rank Applications for Diagnostic Radiology Residency: Utility for Understanding Elements Associatedwith Selection for Interview" Under Revision

• Thiago Santos "A deep hierarquical framework for automatic extraction of cancer diagnosis and severity " Work In Progress

• Thiago Santos "An end-to-end Multi-Task BERT for automatic extraction of cancer diagnosis and severity " Work In Progress

• 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)

• Akbar R., Arash R., and Thiago Santos. "Toward a Dichotomy for Approximation of H-Coloring" ICALP 2019

Book Chapters:

• 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)

• 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)

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