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Publication search results
found 25 matches
- 2024
- Zeshan M. Hussain, Edward De Brouwer, Rebecca Boiarsky, Sama Setty, Neeraj Gupta, Guohui Liu, Cong Li, Jaydeep Srimani, Jacob Zhang, Rich Labotka, David A. Sontag:
Joint AI-driven event prediction and longitudinal modeling in newly diagnosed and relapsed multiple myeloma. npj Digit. Medicine 7(1) (2024) - Misbah Shahid, Moeenuddin Tariq, Zeshan Iqbal, Hussain Mobarak Albarakati, Noor Fatima, Muhammad Attique Khan, Mohammad Shabaz:
Link-Quality-Based Energy-Efficient Routing Protocol for WSN in IoT. IEEE Trans. Consumer Electron. 70(1): 4645-4653 (2024) - Ilker Demirel, Edward De Brouwer, Zeshan M. Hussain, Michael Oberst, Anthony Philippakis, David A. Sontag:
Benchmarking Observational Studies with Experimental Data under Right-Censoring. AISTATS 2024: 4285-4293 - Zeshan M. Hussain, Barbara D. Lam, Fernando A. Acosta-Perez, Irbaz B. Riaz, Maia L. Jacobs, Andrew J. Yee, David A. Sontag:
Evaluating Physician-AI Interaction for Cancer Management: Paving the Path towards Precision Oncology. CoRR abs/2404.15187 (2024) - 2023
- Zeshan M. Hussain:
Towards Precision Oncology: A Predictive and Causal Lens. MIT, USA, 2023 - Ahmed M. Alaa, Zeshan M. Hussain, David A. Sontag:
Conformalized Unconditional Quantile Regression. AISTATS 2023: 10690-10702 - Zeshan M. Hussain, Ming-Chieh Shih, Michael Oberst, Ilker Demirel, David A. Sontag:
Falsification of Internal and External Validity in Observational Studies via Conditional Moment Restrictions. AISTATS 2023: 5869-5898 - Zeshan M. Hussain, Ming-Chieh Shih, Michael Oberst, Ilker Demirel, David A. Sontag:
Falsification of Internal and External Validity in Observational Studies via Conditional Moment Restrictions. CoRR abs/2301.13133 (2023) - Ahmed M. Alaa, Zeshan M. Hussain, David A. Sontag:
Conformalized Unconditional Quantile Regression. CoRR abs/2304.01426 (2023) - 2022
- Rickard K. A. Karlsson, Martin Willbo, Zeshan M. Hussain, Rahul G. Krishnan, David A. Sontag, Fredrik Johansson:
Using time-series privileged information for provably efficient learning of prediction models. AISTATS 2022: 5459-5484 - Zeshan M. Hussain, Michael Oberst, Ming-Chieh Shih, David A. Sontag:
Falsification before Extrapolation in Causal Effect Estimation. NeurIPS 2022 - Zeshan M. Hussain, Michael Oberst, Ming-Chieh Shih, David A. Sontag:
Falsification before Extrapolation in Causal Effect Estimation. CoRR abs/2209.13708 (2022) - 2021
- Zeshan M. Hussain, Rahul G. Krishnan, David A. Sontag:
Neural Pharmacodynamic State Space Modeling. ICML 2021: 4500-4510 - Zeshan M. Hussain, Rahul G. Krishnan, David A. Sontag:
Neural Pharmacodynamic State Space Modeling. CoRR abs/2102.11218 (2021) - Rickard Karlsson, Martin Willbo, Zeshan M. Hussain, Rahul G. Krishnan, David A. Sontag, Fredrik D. Johansson:
Using Time-Series Privileged Information for Provably Efficient Learning of Prediction Models. CoRR abs/2110.14993 (2021) - 2020
- Muhammad Khawar Sana, Zeshan M. Hussain, Pir Ahmad Shah, Muhammad Haisum Maqsood:
Artificial intelligence in celiac disease. Comput. Biol. Medicine 125: 103996 (2020) - 2017
- Furkh Zeshan, Radziah Mohamad, Mohammad Nazir Ahmad, Syed Asad Hussain, Adnan Ahmad, Imran Raza, Abid Mehmood, Ikram Ulhaq, Arafat Abdulgader, Imran Babar:
Ontology-based service discovery framework for dynamic environments. IET Softw. 11(2): 64-74 (2017) - Zeshan Hussain, Francisco Gimenez, Darvin Yi, Daniel L. Rubin:
Differential Data Augmentation Techniques for Medical Imaging Classification Tasks. AMIA 2017 - Alexander J. Ratner, Henry R. Ehrenberg, Zeshan Hussain, Jared Dunnmon, Christopher Ré:
Learning to Compose Domain-Specific Transformations for Data Augmentation. NIPS 2017: 3236-3246 - Hardie Cate, Fahim Dalvi, Zeshan Hussain:
Sign Language Recognition Using Temporal Classification. CoRR abs/1701.01875 (2017) - Hardie Cate, Fahim Dalvi, Zeshan Hussain:
DeepFace: Face Generation using Deep Learning. CoRR abs/1701.01876 (2017) - Hardie Cate, Zeshan Hussain:
Bidirectional American Sign Language to English Translation. CoRR abs/1701.02795 (2017) - Zeshan Hussain, Tariq Patanam, Hardie Cate:
Group Visual Sentiment Analysis. CoRR abs/1701.01885 (2017) - Alexander J. Ratner, Henry R. Ehrenberg, Zeshan Hussain, Jared Dunnmon, Christopher Ré:
Learning to Compose Domain-Specific Transformations for Data Augmentation. CoRR abs/1709.01643 (2017) - 2014
- Furkh Zeshan, Radziah Mohamad, Mohammad Nazir Ahmad, Syed Asad Hussain:
Ontology for Autonomous Mobile Robot System. SoMeT 2014: 1073-1085
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