Lozano, Alejandro
- MedAlign: A Clinician-Generated Dataset for Instruction Following with Electronic Medical Records
2023/08/27 by Scott L. Fleming, Fleming, Scott L., Alejandro Lozano +57 · 7 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 (cs.LG) #Machine Learning in Healthcare #Topic Modeling
- BIOMEDICA: An Open Biomedical Image-Caption Archive, Dataset, and Vision-Language Models Derived from Scientific Literature
2025/01/13 by Alejandro Lozano, Min Sun, Lozano, Alejandro +27 · 10 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #AI in cancer detection #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Digital Imaging for Blood Diseases #FOS: Computer and information sciences
- Automated Generation of Challenging Multiple-Choice Questions for Vision Language Model Evaluation
2025/01/06 by Yuhui Zhang, Yuchang Su, Zhang, Yuhui +21 · 8 citations
Social Sciences · Computer Science · #Geographic Information Systems Studies #Multimodal Machine Learning Applications
- MicroVQA: A Multimodal Reasoning Benchmark for Microscopy-Based Scientific Research
2025/03/17 by Burgess, James, Nirschl, Jeffrey J, Bravo-Sánchez, Laura +20 · 9 citations
#Artificial Intelligence (cs.AI) #Cell Behavior (q-bio.CB) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG)
- CellFlux: Simulating Cellular Morphology Changes via Flow Matching
2025/02/13 by Yuhui Zhang, Zhang, Yuhui, Yuchang Su +19 · 7 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Biomolecules (q-bio.BM) #Cell Behavior (q-bio.CB) #Cell Image Analysis Techniques #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Biological sciences #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Quantitative Methods (q-bio.QM)
- Video Action Differencing
2025/03/10 by Burgess, James, Wang, Xiaohan, Zhang, Yuhui +5 · 6 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Zero-Shot Clinical Trial Patient Matching with LLMs
2024/02/05 by Michael Wornow, Wornow, Michael, Alejandro Lozano +9 · 3 citations
Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning in Healthcare #Radiomics and Machine Learning in Medical Imaging
- Clinfo.ai: An Open-Source Retrieval-Augmented Large Language Model System for Answering Medical Questions using Scientific Literature
2023/10/24 by Alejandro Lozano, Scott L. Fleming, Lozano, Alejandro +5 · 2 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Advanced Text Analysis Techniques #Artificial Intelligence (cs.AI) #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Topic Modeling
- MedCaseReasoning: Evaluating and learning diagnostic reasoning from clinical case reports
2025/05/16 by Wu, Kevin, Wu, Eric, Thapa, Rahul +7 · 5 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- μ-Bench: A Vision-Language Benchmark for Microscopy Understanding
2024/07/01 by Alejandro Lozano, Jeffrey Nirschl, Lozano, Alejandro +11 · 3 citations
Biochemistry, Genetics and Molecular Biology · Materials Science · #Artificial Intelligence (cs.AI) #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning in Materials Science
- Time-to-Event Pretraining for 3D Medical Imaging
2024/11/14 by Zepeng Huo, Huo, Zepeng, Jason Alan Fries +15 · 2 voices · 1 citation
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.CV #cs.LG