Kass-Hout, Taha

1. Reasoning-Enhanced Healthcare Predictions with Knowledge Graph Community Retrieval
   2024/10/06 by Pengcheng Jiang, Jiang, Pengcheng, Cao Xiao +11 · 12 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · Health Professions · #Advanced Graph Neural Networks #Artificial Intelligence in Healthcare #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences
2. Enhancing SAM with Efficient Prompting and Preference Optimization for Semi-supervised Medical Image Segmentation
   2025/03/06 by Aishik Konwer, Konwer, Aishik, Zhijian Yang +11 · 6 citations
   Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
3. Dynamic Uncertainty Ranking: Enhancing Retrieval-Augmented In-Context Learning for Long-Tail Knowledge in LLMs
   2024/10/31 by Yu, Shuyang, Bao, Runxue, Bhatia, Parminder +3 · 3 citations
   #Computation and Language (cs.CL) #FOS: Computer and information sciences
4. Improving Early Sepsis Prediction with Multi Modal Learning
   2021/07/23 by Fred Qin, Qin, Fred, Vivek Madan +11 · 1 citation
   Computer Science · Medicine · #Clinical Reasoning and Diagnostic Skills #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning in Healthcare #Sepsis Diagnosis and Treatment
5. Bi-level Contrastive Learning for Knowledge-Enhanced Molecule Representations
   2023/06/02 by Jiang, Pengcheng, Xiao, Cao, Fu, Tianfan +4 · 1 citation
   #Artificial Intelligence (cs.AI) #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Quantitative Methods (q-bio.QM)
6. MedHEval: Benchmarking Hallucinations and Mitigation Strategies in Medical Large Vision-Language Models
   2025/03/04 by Chang, Aofei, Huang, Le, Bhatia, Parminder +3 · 2 citations
   #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
7. Deep Continuous-Time State-Space Models for Marked Event Sequences
   2024/12/27 by Yuxin Chang, Chang, Yuxin, Alex Boyd +11 · 2 citations
   Biochemistry, Genetics and Molecular Biology · Mathematics · #Diffusion and Search Dynamics #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Point processes and geometric inequalities
8. Focus on What Matters: Enhancing Medical Vision-Language Models with Automatic Attention Alignment Tuning
   2025/05/24 by Chang, Aofei, Huang, Le, Boyd, Alex James +4 · 2 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences