no code implementations • EACL (BEA) 2021 • Debajyoti Datta, Maria Phillips, James P. Bywater, Jennifer Chiu, Ginger S. Watson, Laura Barnes, Donald Brown
Conversational agents and assistants have been used for decades to facilitate learning.
no code implementations • 17 Mar 2024 • Kevin Lin, Donald Brown, Sana Syed, Adam Greene
Eosinophilic Esophagitis (EoE) represents a challenging condition for medical providers today.
no code implementations • 28 Sep 2023 • Kevin Lin, Donald Brown, Sana Syed, Adam Greene
The uncertainty can be visualized in an output image to evaluate model performance, provide insight to how deep learning algorithms function, and assist pathologists in identifying eosinophils.
no code implementations • 24 Aug 2023 • Shan Guleria, Benjamin Schwartz, Yash Sharma, Philip Fernandes, James Jablonski, Sodiq Adewole, Sanjana Srivastava, Fisher Rhoads, Michael Porter, Michelle Yeghyayan, Dylan Hyatt, Andrew Copland, Lubaina Ehsan, Donald Brown, Sana Syed
Discussion: Each of these five challenges is addressed, in part, by one of our AI-based models.
no code implementations • 15 Nov 2022 • Sihang Jiang, Johanna Loomba, Suchetha Sharma, Donald Brown
It is shown that various symptoms could remain in the stage of post-acute sequelae of SARS-CoV-2 infection (PASC), otherwise known as Long COVID.
no code implementations • 18 Oct 2021 • Sodiq Adewole, Philip Fernandes, James Jablonski, Andrew Copland, Michael Porter, Sana Syed, Donald Brown
In this paper, we propose an end-to-end temporal abnormality localization for long WCE videos using only weak video level labels.
no code implementations • 18 Oct 2021 • Sodiq Adewole, Philip Fernandes, James Jablonski, Andrew Copland, Michael Porter, Sana Syed, Donald Brown
However, the search for temporal boundaries in a long video using high dimensional frame-feature matrix is computationally prohibitive and impracticable for real clinical application.
no code implementations • 11 Jan 2021 • Sodiq Adewole, Philip Fernandez, Michelle Yeghyayan, James Jablonski, Andrew Copland, Michael Porter, Sana Syed, Donald Brown
Automating the detection of frames containing specific lesion in WCE video would relieve gastroenterologists the arduous task of reviewing the entire video before making diagnosis.
no code implementations • 23 Oct 2020 • Debajyoti Datta, Maria Phillips, Jennifer Chiu, Ginger S. Watson, James P. Bywater, Laura Barnes, Donald Brown
We propose using probabilistic modeling of annotator labeling to generate active learning examples to further label the data.
no code implementations • 30 Jun 2020 • William Adorno III, Angela Yi, Marcel Durieux, Donald Brown
Perioperative data are essential to investigating the causes of adverse surgical outcomes.
no code implementations • 12 Jun 2020 • Kamran Kowsari, Rasoul Sali, Lubaina Ehsan, William Adorno, Asad Ali, Sean Moore, Beatrice Amadi, Paul Kelly, Sana Syed, Donald Brown
Image classification is central to the big data revolution in medicine.