Löser, Alexander
- MedAlpaca -- An Open-Source Collection of Medical Conversational AI Models and Training Data
2023/04/14 by Tianyu Han, Han, Tianyu, Lisa C. Adams +14 · 60 citations
Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning in Healthcare #Topic Modeling
- Clinical Outcome Prediction from Admission Notes using Self-Supervised Knowledge Integration
2021/02/08 by van Aken, Betty, Papaioannou, Jens-Michalis, Mayrdorfer, Manuel +3 · 10 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Challenges for Toxic Comment Classification: An In-Depth Error Analysis
2018/09/20 by van Aken, Betty, Risch, Julian, Krestel, Ralf +1 · 6 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- LongHealth: A Question Answering Benchmark with Long Clinical Documents
2024/01/25 by Lisa C. Adams, Adams, Lisa, Felix Busch +17 · 10 citations
Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning in Healthcare #Topic Modeling
- SECTOR: A Neural Model for Coherent Topic Segmentation and\n Classification
2019/02/13 by Sebastian Arnold, Rudolf Schneider, Arnold, Sebastian +8 · 5 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Text and Document Classification Technologies #Topic Modeling
- This Patient Looks Like That Patient: Prototypical Networks for Interpretable Diagnosis Prediction from Clinical Text
2022/10/16 by Betty van Aken, Jens-Michalis Papaioannou, van Aken, Betty +11 · 3 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning in Healthcare #Topic Modeling
- From Symmetry to Asymmetry: Generalizing TSP Approximations by Parametrization
2019/11/06 by Lukas Behrendt, Behrendt, Lukas, Katrin Casel +9 · 1 citation
Chemistry · Computer Science · #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Formal Methods in Verification #Synthetic Organic Chemistry Methods
- What Do You See in this Patient? Behavioral Testing of Clinical NLP Models
2021/11/30 by Betty van Aken, Sebastian Herrmann, van Aken, Betty +3 · 1 citation
Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare #Topic Modeling