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Stefan Winkler

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Automated Clinical Coding for Outpatient Departments

Dec 24, 2023
Viktor Schlegel, Abhinav Ramesh Kashyap, Thanh-Tung Nguyen, Tsung-Han Yang, Vijay Prakash Dwivedi, Wei-Hsian Yin, Jeng Wei, Stefan Winkler

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MaxEnt Loss: Constrained Maximum Entropy for Calibration under Out-of-Distribution Shift

Oct 26, 2023
Dexter Neo, Stefan Winkler, Tsuhan Chen

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PULSAR at MEDIQA-Sum 2023: Large Language Models Augmented by Synthetic Dialogue Convert Patient Dialogues to Medical Records

Jul 05, 2023
Viktor Schlegel, Hao Li, Yuping Wu, Anand Subramanian, Thanh-Tung Nguyen, Abhinav Ramesh Kashyap, Daniel Beck, Xiaojun Zeng, Riza Theresa Batista-Navarro, Stefan Winkler, Goran Nenadic

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PULSAR: Pre-training with Extracted Healthcare Terms for Summarising Patients' Problems and Data Augmentation with Black-box Large Language Models

Jun 05, 2023
Hao Li, Yuping Wu, Viktor Schlegel, Riza Batista-Navarro, Thanh-Tung Nguyen, Abhinav Ramesh Kashyap, Xiaojun Zeng, Daniel Beck, Stefan Winkler, Goran Nenadic

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A Two-Stage Decoder for Efficient ICD Coding

May 27, 2023
Thanh-Tung Nguyen, Viktor Schlegel, Abhinav Kashyap, Stefan Winkler

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Beyond Words: A Comprehensive Survey of Sentence Representations

May 23, 2023
Abhinav Ramesh Kashyap, Thanh-Tung Nguyen, Viktor Schlegel, Stefan Winkler, See-Kiong Ng, Soujanya Poria

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Mimic-IV-ICD: A new benchmark for eXtreme MultiLabel Classification

Apr 27, 2023
Thanh-Tung Nguyen, Viktor Schlegel, Abhinav Kashyap, Stefan Winkler, Shao-Syuan Huang, Jie-Jyun Liu, Chih-Jen Lin

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Generating near-infrared facial expression datasets with dimensional affect labels

Jun 28, 2022
Calvin Chen, Stefan Winkler

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AI Singapore Trusted Media Challenge Dataset

Jan 13, 2022
Weiling Chen, Benjamin Chua, Stefan Winkler

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Detecting Blurred Ground-based Sky/Cloud Images

Oct 19, 2021
Mayank Jain, Navya Jain, Yee Hui Lee, Stefan Winkler, Soumyabrata Dev

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