Gabriela Oana Cula

14 papers B 1Journal 6Unranked 7
YearRankTypeTitle / Venue / Authors
2025 — conf
GRASP-PsONet: Gradient-Based Removal of Spurious Patterns for PsOriasis Severity Classification.
MICCAI (13)
Basudha Pal, Sharif Amit Kamran, Brendon Lutnick, Molly V. Lucas, Chaitanya Parmar, Asha Patel Shah, David Apfel, Steven Fakharzadeh, Lloyd Miller, Gabriela Oana Cula, Kristopher Standish
2025 J jnl
GRASP-PsONet: Gradient-based Removal of Spurious Patterns for PsOriasis Severity Classification.
CoRR
Basudha Pal, Sharif Amit Kamran, Brendon Lutnick, Molly V. Lucas, Chaitanya Parmar, Asha Patel Shah, David Apfel, Steven Fakharzadeh, Lloyd Miller, Gabriela Oana Cula, Kristopher Standish
2025 — conf
MEGAN: Mixture of Experts for Robust Uncertainty Estimation in Endoscopy Videos.
UNSURE@MICCAI
Damola Agbelese, Krishna Chaitanya, Pushpak Pati, Chaitanya Parmar, Pooya Mobadersany, Shreyas Fadnavis, Lindsey Surace, Shadi Yarandi, Louis Ghanem, Molly V. Lucas, Tommaso Mansi, Gabriela Oana Cula, Pablo F. Damasceno, Kristopher Standish
2025 J jnl
MEGAN: Mixture of Experts for Robust Uncertainty Estimation in Endoscopy Videos.
CoRR
Damola Agbelese, Krishna Chaitanya, Pushpak Pati, Chaitanya Parmar, Pooya Mobadersany, Shreyas Fadnavis, Lindsey Surace, Shadi Yarandi, Louis Ghanem, Molly V. Lucas, Tommaso Mansi, Gabriela Oana Cula, Pablo F. Damasceno, Kristopher Standish
2025 — conf
PSO-NET: Development of an Automated Psoriasis Assessment System Using Attention-Based Interpretable Deep Neural Networks.
ISBI
Sharif Amit Kamran, Molly V. Lucas, Brendon Lutnick, Chaitanya Parmar, Basudha Pal, Asha Patel Shah, David Apfel, Steven Fakharzadeh, Lloyd Miller, Stephen S. F. Yip, Kristopher Standish, Gabriela Oana Cula
2025 J jnl
PSO-Net: Development of an automated psoriasis assessment system using attention-based interpretable deep neural networks.
CoRR
Sharif Amit Kamran, Molly V. Lucas, Brendon Lutnick, Chaitanya Parmar, Basudha Pal, Asha Patel Shah, David Apfel, Steven Fakharzadeh, Lloyd Miller, Stephen S. F. Yip, Kristopher Standish, Gabriela Oana Cula
2024 — conf
Arges: Spatio-Temporal Transformer for Ulcerative Colitis Severity Assessment in Endoscopy Videos.
MLMI@MICCAI (2)
Krishna Chaitanya, Pablo F. Damasceno, Shreyas Fadnavis, Pooya Mobadersany, Chaitanya Parmar, Emily Scherer, Natalia Zemlianskaia, Lindsey Surace, Louis Ghanem, Gabriela Oana Cula, Tommaso Mansi, Kristopher Standish
2024 J jnl
Arges: Spatio-Temporal Transformer for Ulcerative Colitis Severity Assessment in Endoscopy Videos.
CoRR
Krishna Chaitanya, Pablo F. Damasceno, Shreyas Fadnavis, Pooya Mobadersany, Chaitanya Parmar, Emily Scherer, Natalia Zemlianskaia, Lindsey Surace, Louis Ghanem, Gabriela Oana Cula, Tommaso Mansi, Kristopher Standish
2024 — conf
Harnessing Temporal Information for Precise Frame-Level Predictions in Endoscopy Videos.
MICCAI (6)
Pooya Mobadersany, Chaitanya Parmar, Pablo F. Damasceno, Shreyas Fadnavis, Krishna Chaitanya, Shilong Li, Evan Schwab, Jaclyn Xiao, Lindsey Surace, Tommaso Mansi, Gabriela Oana Cula, Louis Ghanem, Kristopher Standish
2022 J jnl
Automatic estimation of ulcerative colitis severity from endoscopy videos using ordinal multi-instance learning.
Comput. methods Biomech. Biomed. Eng. Imaging Vis.
Evan Schwab, Gabriela Oana Cula, Kristopher Standish, Stephen S. F. Yip, Aleksandar Stojmirovic, Louis Ghanem, Christel Chehoud
2021 J jnl
Automatic Estimation of Ulcerative Colitis Severity from Endoscopy Videos using Ordinal Multi-Instance Learning.
CoRR
Evan Schwab, Gabriela Oana Cula, Kristopher Standish, Stephen S. F. Yip, Aleksandar Stojmirovic, Louis Ghanem, Christel Chehoud
2016 B conf
Hybrid deep learning for Reflectance Confocal Microscopy skin images.
ICPR
Parneet Kaur, Kristin J. Dana, Gabriela Oana Cula, M. Catherine Mack
2015 — conf
From photography to microbiology: Eigenbiome models for skin appearance.
CVPR Workshops
Parneet Kaur, Kristin J. Dana, Gabriela Oana Cula
2014 — conf
Automatic Localization of Skin Layers in Reflectance Confocal Microscopy.
ICIAR (2)
Eduardo Somoza, Gabriela Oana Cula, Catherine Correa, Julie B. Hirsch