no code implementations • 15 Aug 2023 • Po-Jui Lu, Benjamin Odry, Muhamed Barakovic, Matthias Weigel, Robin Sandkühler, Reza Rahmanzadeh, Xinjie Chen, Mario Ocampo-Pineda, Jens Kuhle, Ludwig Kappos, Philippe Cattin, Cristina Granziera
To fully utilize the qMRI, GAMER-MRIL extended a gated-attention-based CNN (GAMER-MRI), which was developed to select patch-based qMRI important for a given task/question, to the whole-brain image.
no code implementations • 22 Oct 2022 • Arijit Sehanobish, Kawshik Kannan, Nabila Abraham, Anasuya Das, Benjamin Odry
Large pretrained Transformer-based language models like BERT and GPT have changed the landscape of Natural Language Processing (NLP).
no code implementations • NAACL (ACL) 2022 • Arijit Sehanobish, McCullen Sandora, Nabila Abraham, Jayashri Pawar, Danielle Torres, Anasuya Das, Murray Becker, Richard Herzog, Benjamin Odry, Ron Vianu
Pretrained Transformer based models finetuned on domain specific corpora have changed the landscape of NLP.
no code implementations • 9 Apr 2022 • Arijit Sehanobish, Nathaniel Brown, Ishita Daga, Jayashri Pawar, Danielle Torres, Anasuya Das, Murray Becker, Richard Herzog, Benjamin Odry, Ron Vianu
Our work opens the scope of using our method to radiologist's reports on various body parts.