Richard Herzog

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 8

Top Topics

Multitask Learning

Magnetic Resonance Images

Gaussian Processes

Top Venues

NAACL-HLT (Industry Papers)

Publications

Colin Hansen, Simas Glinskis, Ashwin Raju, Micha Kornreich, JinHyeong Park, Jayashri Pawar, Richard Herzog, Li Zhang, Benjamin Odry
Inpainting Pathology in Lumbar Spine MRI with Latent Diffusion. CoRR (2024)
Ashwin Raju, Micha Kornreich, Colin Hansen, James Browning, Jayashri Pawar, Richard Herzog, Benjamin Odry, Li Zhang
Improving Pathology Localization: Multi-series Joint Attention Takes the Lead. MICCAI (6) (2023)
Arijit Sehanobish, McCullen Sandora, Nabila Abraham, Jayashri Pawar, Danielle Torres, Anasuya Das, Murray Becker, Richard Herzog, Benjamin Odry, Ron Vianu
Explaining the Effectiveness of Multi-Task Learning for Efficient Knowledge Extraction from Spine MRI Reports. CoRR (2022)
Arijit Sehanobish, McCullen Sandora, Nabila Abraham, Jayashri Pawar, Danielle Torres, Anasuya Das, Murray Becker, Richard Herzog, Benjamin Odry, Ron Vianu
Explaining the Effectiveness of Multi-Task Learning for Efficient Knowledge Extraction from Spine MRI Reports. NAACL-HLT (Industry Papers) (2022)
Arijit Sehanobish, Nathaniel Brown, Ishita Daga, Jayashri Pawar, Danielle Torres, Anasuya Das, Murray Becker, Richard Herzog, Benjamin Odry, Ron Vianu
Efficient Extraction of Pathologies from C-Spine Radiology Reports using Multi-Task Learning. CoRR (2022)
Micha Kornreich, JinHyeong Park, Joschka Braun, Jayashri Pawar, James Browning, Richard Herzog, Benjamin Odry, Li Zhang
Combining Mixed-Format Labels for AI-Based Pathology Detection Pipeline in a Large-Scale Knee MRI Study. MICCAI (8) (2022)
Joschka Braun, Micha Kornreich, JinHyeong Park, Jayashri Pawar, James Browning, Richard Herzog, Benjamin Odry, Li Zhang
Influence Based Re-Weighing for Labeling Noise in Medical Imaging. ISBI (2022)
James Browning, Micha Kornreich, Aubrey Chow, Jayashri Pawar, Li Zhang, Richard Herzog, Benjamin L. Odry
Uncertainty Aware Deep Reinforcement Learning for Anatomical Landmark Detection in Medical Images. MICCAI (3) (2021)