Andre Esteva

19 papers Journal 13Unranked 6
YearRankTypeTitle / Venue / Authors
2023 J jnl
Author Correction: Prostate cancer therapy personalization via multi-modal deep learning on randomized phase III clinical trials.
npj Digit. Medicine
Andre Esteva, Jean Feng, Douwe van der Wal, Shih-Cheng Huang, Jeffry P. Simko, Sandy Devries, Emmalyn Chen, Edward M. Schaeffer, Todd M. Morgan, Yilun Sun, Amirata Ghorbani, Nikhil Naik, Dhruv Nathawani, Richard Socher, Jeff M. Michalski, Mack Roach, Thomas M. Pisansky, Jedidiah M. Monson, Farah Naz, James Wallace, Michelle J. Ferguson, Jean-Paul Bahary, James Zou, Matthew P. Lungren, Serena Yeung, Ashley E. Ross, Michael J. Kucharczyk, Luis Souhami, Leslie Ballas, Christopher A. Peters, Sandy Liu, Alexander G. Balogh, Pamela D. Randolph-Jackson, David L. Schwartz, Michael R. Girvigian, Naoyuki G. Saito, Adam Raben, Rachel A. Rabinovitch, Khalil Katato, Howard M. Sandler, Phuoc T. Tran, Daniel E. Spratt, Stephanie Pugh, Felix Y. Feng, Osama Mohamad
2023 — conf
Improved Multimodal Fusion for Small Datasets with Auxiliary Supervision.
ISBI
Gregory Holste, Douwe van der Wal, Hans Pinckaers, Rikiya Yamashita, Akinori Mitani, Andre Esteva
2023 J jnl
Improved Multimodal Fusion for Small Datasets with Auxiliary Supervision.
CoRR
Gregory Holste, Douwe van der Wal, Hans Pinckaers, Rikiya Yamashita, Akinori Mitani, Andre Esteva
2022 — conf
Data Shapley Valuation for Efficient Batch Active Learning.
IEEECONF
Amirata Ghorbani, James Zou, Andre Esteva
2022 — conf
Grading of Prostate Whole-slide Images Using Weak Self-supervised Learning.
IEEECONF
Amirata Ghorbani, Andre Esteva, James Zou
2022 J jnl
Prostate cancer therapy personalization via multi-modal deep learning on randomized phase III clinical trials.
npj Digit. Medicine
Andre Esteva, Jean Feng, Douwe van der Wal, Shih-Cheng Huang, Jeffry P. Simko, Sandy Devries, Emmalyn Chen, Edward M. Schaeffer, Todd M. Morgan, Yilun Sun, Amirata Ghorbani, Nikhil Naik, Dhruv Nathawani, Richard Socher, Jeff M. Michalski, Mack Roach, Thomas M. Pisansky, Jedidiah M. Monson, Farah Naz, James Wallace, Michelle J. Ferguson, Jean-Paul Bahary, James Zou, Matthew P. Lungren, Serena Yeung, Ashley E. Ross, Michael J. Kucharczyk, Luis Souhami, Leslie Ballas, Christopher A. Peters, Sandy Liu, Alexander G. Balogh, Pamela D. Randolph-Jackson, David L. Schwartz, Michael R. Girvigian, Naoyuki G. Saito, Adam Raben, Rachel A. Rabinovitch, Khalil Katato, Howard M. Sandler, Phuoc T. Tran, Daniel E. Spratt, Stephanie Pugh, Felix Y. Feng, Osama Mohamad
2021 J jnl
Biological data annotation via a human-augmenting AI-based labeling system.
npj Digit. Medicine
Douwe van der Wal, Iny Jhun, Israa Laklouk, Jeffrey J. Nirschl, Lara Richer, Rebecca Rojansky, Talent Theparee, Joshua Wheeler, Jörg Sander, Felix Y. Feng, Osama Mohamad, Silvio Savarese, Richard Socher, Andre Esteva
2021 J jnl
COVID-19 information retrieval with deep-learning based semantic search, question answering, and abstractive summarization.
npj Digit. Medicine
Andre Esteva, Anuprit Kale, Romain Paulus, Kazuma Hashimoto, Wenpeng Yin, Dragomir Radev, Richard Socher
2021 J jnl
Data Shapley Valuation for Efficient Batch Active Learning.
CoRR
Amirata Ghorbani, James Zou, Andre Esteva
2021 J jnl
Deep learning-enabled medical computer vision.
npj Digit. Medicine
Andre Esteva, Katherine Chou, Serena Yeung, Nikhil Naik, Ali Madani, Ali Mottaghi, Yun Liu, Eric J. Topol, Jeff Dean, Richard Socher
2021 — conf
MetaHistoSeg: A Python Framework for Meta Learning in Histopathology Image Segmentation.
DGM4MICCAI/DALI@MICCAI
Zheng Yuan, Andre Esteva, Ran Xu
2021 J jnl
MetaHistoSeg: A Python Framework for Meta Learning in Histopathology Image Segmentation.
CoRR
Zheng Yuan, Andre Esteva, Ran Xu
2020 J jnl
Best practices for authors of healthcare-related artificial intelligence manuscripts.
npj Digit. Medicine
Sujay Kakarmath, Andre Esteva, Rima Arnaout, Hugh Harvey, Santosh Kumar, Evan D. Muse, Feng Dong, Leia Wedlund, Joseph C. Kvedar
2020 J jnl
CO-Search: COVID-19 Information Retrieval with Semantic Search, Question Answering, and Abstractive Summarization.
CoRR
Andre Esteva, Anuprit Kale, Romain Paulus, Kazuma Hashimoto, Wenpeng Yin, Dragomir R. Radev, Richard Socher
2017 J jnl
Dermatologist-level classification of skin cancer with deep neural networks.
Nat.
Andre Esteva, Brett Kuprel, Roberto A. Novoa, Justin Ko, Susan M. Swetter, Helen M. Blau, Sebastian Thrun
2017 — conf
Skin Cancer Detection and Tracking Using Data Synthesis and Deep Learning.
AAAI Workshops
Yunzhu Li, Andre Esteva, Brett Kuprel, Roberto A. Novoa, Justin Ko, Sebastian Thrun
2016 J jnl
Skin Cancer Detection and Tracking using Data Synthesis and Deep Learning.
CoRR
Yunzhu Li, Andre Esteva, Brett Kuprel, Roberto A. Novoa, Justin Ko, Sebastian Thrun
2016 — conf
Vision-Based Classification of Developmental Disorders Using Eye-Movements.
MICCAI (2)
Guido Pusiol, Andre Esteva, Scott S. Hall, Michael C. Frank, Arnold Milstein, Li Fei-Fei
2014 J jnl
Affordances Provide a Fundamental Categorization Principle for Visual Scenes.
CoRR
Michelle R. Greene, Christopher Baldassano, Andre Esteva, Diane M. Beck, Li Fei-Fei