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Author Information
Anna Goldenberg (SickKids/University of Toronto)
Dr Goldenberg is a Senior Scientist in Genetics and Genome Biology program at SickKids Research Institute, recently appointed as the first Varma Family Chair in Biomedical Informatics and Artificial Intelligence. She is also an Associate Professor in the Department of Computer Science at the University of Toronto, faculty member and an Associate Research Director, Health at Vector Institute and a fellow at the Canadian Institute for Advanced Research (CIFAR), Child and Brain Development group. Dr Goldenberg trained in machine learning at Carnegie Mellon University, with a post-doctoral focus in computational biology and medicine. The current focus of her lab is on developing machine learning methods that capture heterogeneity and identify disease mechanisms in complex human diseases as well as developing risk prediction and early warning clinical systems. Dr Goldenberg is a recipient of the Early Researcher Award from the Ministry of Research and Innovation. She is strongly committed to creating responsible AI to benefit patients across a variety of conditions.
More from the Same Authors
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2022 : Feature Restricted Group Dropout for Robust Electronic Health Record Predictions »
Bret Nestor · Anna Goldenberg · Marzyeh Ghassemi -
2022 : Volume-based Performance not Guaranteed by Promising Patch-based Results in Medical Imaging »
Abhishek Moturu · Sayali Joshi · Andrea Doria · Anna Goldenberg -
2023 : CongFu: Conditional Graph Fusion for Drug Synergy Prediction »
Oleksii Tsepa · Bohdan Naida · Anna Goldenberg · Bo Wang -
2022 : Dissecting In-the-Wild Stress from Multimodal Sensor Data »
Sujay Nagaraj · Tom Hartvigsen · Adrian Boch · Luca Foschini · Marzyeh Ghassemi · Sarah Goodday · Stephen Friend · Anna Goldenberg -
2022 : Continual Learning on Auxiliary tasks via Replayed Experiences: CLARE »
Bohdan Naida · Addison Weatherhead · Sana Tonekaboni · Anna Goldenberg -
2022 Workshop: Learning from Time Series for Health »
Sana Tonekaboni · Tom Hartvigsen · Satya Narayan Shukla · Gunnar Rätsch · Marzyeh Ghassemi · Anna Goldenberg -
2020 Poster: What went wrong and when? Instance-wise feature importance for time-series black-box models »
Sana Tonekaboni · Shalmali Joshi · Kieran Campbell · David Duvenaud · Anna Goldenberg -
2019 Tutorial: Machine Learning for Computational Biology and Health »
Anna Goldenberg · Barbara Engelhardt -
2018 : Poster Session I »
Aniruddh Raghu · Daniel Jarrett · Kathleen Lewis · Elias Chaibub Neto · Nicholas Mastronarde · Shazia Akbar · Chun-Hung Chao · Henghui Zhu · Seth Stafford · Luna Zhang · Jen-Tang Lu · Changhee Lee · Adityanarayanan Radhakrishnan · Fabian Falck · Liyue Shen · Daniel Neil · Yusuf Roohani · Aparna Balagopalan · Brett Marinelli · Hagai Rossman · Sven Giesselbach · Jose Javier Gonzalez Ortiz · Edward De Brouwer · Byung-Hoon Kim · Rafid Mahmood · Tzu Ming Hsu · Antonio Ribeiro · Rumi Chunara · Agni Orfanoudaki · Kristen Severson · Mingjie Mai · Sonali Parbhoo · Albert Haque · Viraj Prabhu · Di Jin · Alena Harley · Geoffroy Dubourg-Felonneau · Xiaodan Hu · Maithra Raghu · Jonathan Warrell · Nelson Johansen · Wenyuan Li · Marko Järvenpää · Satya Narayan Shukla · Sarah Tan · Vincent Fortuin · Beau Norgeot · Yi-Te Hsu · Joel H Saltz · Veronica Tozzo · Andrew Miller · Guillaume Ausset · Azin Asgarian · Francesco Paolo Casale · Antoine Neuraz · Bhanu Pratap Singh Rawat · Turgay Ayer · Xinyu Li · Mehul Motani · Nathaniel Braman · Laetitia M Shao · Adrian Dalca · Hyunkwang Lee · Emma Pierson · Sandesh Ghimire · Yuji Kawai · Owen Lahav · Anna Goldenberg · Denny Wu · Pavitra Krishnaswamy · Colin Pawlowski · Arijit Ukil · Yuhui Zhang -
2015 Workshop: Machine Learning in Computational Biology »
Nicolo Fusi · Anna Goldenberg · Sara Mostafavi · Gerald Quon · Oliver Stegle -
2014 Workshop: Machine Learning in Computational Biology »
Oliver Stegle · Sara Mostafavi · Anna Goldenberg · Su-In Lee · Michael Leung · Anshul Kundaje · Mark B Gerstein · Martin Renqiang Min · Hannes Bretschneider · Francesco Paolo Casale · Loïc Schwaller · Amit G Deshwar · Benjamin A Logsdon · Yuanyang Zhang · Ali Punjani · Derek C Aguiar · Samuel Kaski -
2013 Workshop: Machine Learning in Computational Biology »
Jean-Philippe Vert · Anna Goldenberg · Sara Mostafavi · Oliver Stegle -
2012 Workshop: Machine Learning in Computational Biology »
Jean-Philippe Vert · Anna Goldenberg · Christina Leslie -
2011 Workshop: Machine Learning in Computational Biology »
Jean-Philippe Vert · Gunnar Rätsch · Yanjun Qi · Tomer Hertz · Anna Goldenberg · Christina Leslie -
2010 Workshop: Networks Across Disciplines: Theory and Applications »
Edo M Airoldi · Anna Goldenberg · Jure Leskovec · Quaid Morris