Gustavo Stolovitzky

ORCID

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 17

Top Venues

JMIR AI

Nature communications

Nature biotechnology

Proceedings of the National Academy of Sciences of the United States of America

IBM Research

Yale University (PHD)

This page only lists publications with an associated author ORCID identifier.

Affiliation History

IBM Research

United States

Program Director :: Translational Systems Biology and Nanobiotechnology

Education History

Yale University

United States

PHD :: Mechanical Engineering

Publications

Kyeryoung Lee, Zongzhi Z Liu, Yun Mai, Tomi Jun, Meng Ma, Tongyu Wang, Lei Ai, Ediz S Calay, William K Oh, Gustavo Stolovitzky, Eric E Schadt, Xiaoyan Wang
Optimizing Clinical Trial Eligibility Design Using Natural Language Processing Models and Real-World Data: Algorithm Development and Validation. JMIR AI 3 (2024)
Kyeryoung Lee, Zongzhi Z Liu, Yun Mai, Tomi Jun, Meng Ma, Tongyu Wang, Lei Ai, Ediz S Calay, William K Oh, Gustavo Stolovitzky, Eric E Schadt, Xiaoyan Wang
Optimizing Clinical Trial Eligibility Design Using Natural Language Processing Models and Real-World Data: Algorithm Development and Validation. JMIR AI 3 (2024)
Kyeryoung Lee, Zongzhi Z Liu, Yun Mai, Tomi Jun, Meng Ma, Tongyu Wang, Lei Ai, Ediz S Calay, William K Oh, Gustavo Stolovitzky, Eric E Schadt, Xiaoyan Wang
Optimizing Clinical Trial Eligibility Design Using Natural Language Processing Models and Real-World Data: Algorithm Development and Validation. JMIR AI 3 (2024)
Kyeryoung Lee, Zongzhi Z Liu, Yun Mai, Tomi Jun, Meng Ma, Tongyu Wang, Lei Ai, Ediz S Calay, William K Oh, Gustavo Stolovitzky, Eric E Schadt, Xiaoyan Wang
Optimizing Clinical Trial Eligibility Design Using Natural Language Processing Models and Real-World Data: Algorithm Development and Validation. JMIR AI 3 (2024)
Kyeryoung Lee, Zongzhi Z Liu, Urmila Chandran, Iftekhar Kalsekar, Balaji Laxmanan, Mitchell K Higashi, Tomi Jun, Meng Ma, Minghao Li, Yun Mai, Christopher Gilman, Tongyu Wang, Lei Ai, Parag Aggarwal, Qi Pan, William K Oh, Gustavo Stolovitzky, Eric E Schadt, Xiaoyan Wang
Detecting Ground Glass Opacity Features in Patients With Lung Cancer: Automated Extraction and Longitudinal Analysis via Deep Learning-Based Natural Language Processing. JMIR AI 2 (2023)
Kyeryoung Lee, Zongzhi Z Liu, Urmila Chandran, Iftekhar Kalsekar, Balaji Laxmanan, Mitchell K Higashi, Tomi Jun, Meng Ma, Minghao Li, Yun Mai, Christopher Gilman, Tongyu Wang, Lei Ai, Parag Aggarwal, Qi Pan, William K Oh, Gustavo Stolovitzky, Eric E Schadt, Xiaoyan Wang
Detecting Ground Glass Opacity Features in Patients With Lung Cancer: Automated Extraction and Longitudinal Analysis via Deep Learning-Based Natural Language Processing. JMIR AI 2 (2023)
Kyeryoung Lee, Zongzhi Z Liu, Urmila Chandran, Iftekhar Kalsekar, Balaji Laxmanan, Mitchell K Higashi, Tomi Jun, Meng Ma, Minghao Li, Yun Mai, Christopher Gilman, Tongyu Wang, Lei Ai, Parag Aggarwal, Qi Pan, William K Oh, Gustavo Stolovitzky, Eric E Schadt, Xiaoyan Wang
Detecting Ground Glass Opacity Features in Patients With Lung Cancer: Automated Extraction and Longitudinal Analysis via Deep Learning-Based Natural Language Processing. JMIR AI 2 (2023)
Anna Cichońska, Balaguru Ravikumar, Robert J Allaway, Fangping Wan, Sungjoon Park, Oleksandr Isaev, Shuya Li, Michael Mason, Andrew Lamb, Ziaurrehman Tanoli, Minji Jeon, Sunkyu Kim, Mariya Popova, Stephen J Capuzzi, Jianyang Zeng, Kristen Dang, Gregory Koytiger, Jaewoo Kang, Carrow I Wells, Timothy M Willson, null null, Tudor I Oprea, Avner Schlessinger, David Harold Drewry, Gustavo Stolovitzky, Krister Wennerberg, Justin Guinney, Tero Aittokallio
Crowdsourced mapping of unexplored target space of kinase inhibitors. Nature communications 12 (1) (2021)
Sung-Cheol Kim, Adith S Arun, Mehmet Eren Ahsen, Robert Vogel, Gustavo Stolovitzky
The Fermi-Dirac distribution provides a calibrated probabilistic output for binary classifiers. Proceedings of the National Academy of Sciences of the United States of America 118 (34) (2021)
Jovan Tanevski, Thin Nguyen, Buu Truong, Nikos Karaiskos, Mehmet Eren Ahsen, Xinyu Zhang, Chang Shu, Ke Xu, Xiaoyu Liang, Ying Hu, Hoang Vv Pham, Li Xiaomei, Thuc Duy Le, Adi Laurentiu Tarca, Gaurav Bhatti, Roberto Romero, Nestoras Karathanasis, Phillipe Loher, Yang Chen, Zhengqing Ouyang, Disheng Mao, Yuping Zhang, Maryam Zand, Jianhua Ruan, Christoph Hafemeister, Peng Qiu, Duc Tran, Tin Nguyen, Attila Gabor, Thomas Yu, Justin Guinney, Enrico Glaab, Roland Krause, Peter Banda, null null, Gustavo Stolovitzky, Nikolaus Rajewsky, Julio Saez-Rodriguez, Pablo Meyer
Gene selection for optimal prediction of cell position in tissues from single-cell transcriptomics data. Life science alliance 3 (11) (2020)
Jennifer El Diaz, Mehmet Eren Ahsen, Thomas Schaffter, Xintong Chen, Ronald B Realubit, Charles Karan, Andrea Califano, Bojan Losic, Gustavo Stolovitzky
The transcriptomic response of cells to a drug combination is more than the sum of the responses to the monotherapies. eLife 9 (2020)
Luís C Santos, Robert Vogel, Jerry E Chipuk, Marc R Birtwistle, Gustavo Stolovitzky, Pablo Meyer
Mitochondrial origins of fractional control in regulated cell death. Nature communications 10 (1) (2019)
Mehmet Eren Ahsen, Yoojin Chun, Alexander Grishin, Galina Grishina, Gustavo Stolovitzky, Gaurav Pandey, Supinda Bunyavanich
NeTFactor, a framework for identifying transcriptional regulators of gene expression-based biomarkers. Scientific reports 9 (1) (2019)
Sarvenaz Choobdar, Mehmet E Ahsen, Jake Crawford, Mattia Tomasoni, Tao Fang, David Lamparter, Junyuan Lin, Benjamin Hescott, Xiaozhe Hu, Johnathan Mercer, Ted Natoli, Rajiv Narayan, null null, Aravind Subramanian, Jitao David Zhang, Gustavo Stolovitzky, Zoltán Kutalik, Kasper Lage, Donna K Slonim, Julio Saez-Rodriguez, Lenore J Cowen, Sven Bergmann, Daniel Marbach
Assessment of network module identification across complex diseases. Nature methods 16 (9) (2019)
Sage Davis, Katrina A Button-Simons, Taoufik Bensellak, Eren Mehmet Ahsen, Lisa Checkley, Gabriel J Foster, Xinzhuan Su, Ahmed Moussa, Darlington Mapiye, Sok Kean Khoo, Francois H Nosten, Timothy J C Anderson, Katelyn Vendrely Brenneman, Julie Bletz, Thomas Yu, Sumir Panji, Amel Ghouila, Nicola M Mulder, Thea Norman, Steven Kern, Pablo Meyer, Gustavo Stolovitzky, Michael T Ferdig, Geoffrey H Siwo
Leveraging crowdsourcing to accelerate global health solutions. Nature biotechnology 37 (8) (2019)
Michael Patrick Menden, Dennis Wang, Michael Mason, Bence Szalai, Krishna C Bulusu, Yuanfang Guan, Thomas V Yu, Jaewoo Kang, Minji Jeon, Russ Wolfinger, Tin Nguyen, Mikhail Zaslavskiy, null null, In Sock Jang, Zara Ghazoui, Mehmet Eren Ahsen, Robert Vogel, Elias Chaibub Neto, Thea Norman, Eric K Y Tang, Mathew J Garnett, Giovanni Y Di Veroli, Stephen Fawell, Gustavo Stolovitzky, Justin Guinney, Jonathan R Dry, Julio Saez-Rodriguez
Community assessment to advance computational prediction of cancer drug combinations in a pharmacogenomic screen. Nature communications 10 (1) (2019)
Andreas Keller, Richard C Gerkin, Yuanfang Guan, Amit Dhurandhar, Gábor Turu, Bence Szalai, Joel D Mainland, Yusuke Ihara, Chung Wen Yu, Russell D Wolfinger, Celine Vens, Leander Schietgat, Kurt De Grave, Raquel Norel, null null, Gustavo Stolovitzky, Guillermo A Cecchi, Leslie B Vosshall, Pablo Meyer
Predicting human olfactory perception from chemical features of odor molecules. Science (New York, N.Y.) 355 (6327) (2017)

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Publication Activity (10 Years)

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Gustavo Stolovitzky