Hugo J.W.L. Aerts
- Computational Radiomics System to Decode the Radiographic Phenotype
2017/10/31 by Joost J. M. van Griethuysen, Joost J.M. van Griethuysen, Andriy Fedorov +10 · 124 citations
Medicine · Engineering · #Radiomics and Machine Learning in Medical Imaging #Advanced X-ray and CT Imaging #MRI in cancer diagnosis
- The Image Biomarker Standardization Initiative: Standardized Quantitative Radiomics for High-Throughput Image-based Phenotyping
2020/03/10 by Alex Zwanenburg, Martin Vallières, Mahmoud A. Abdalah +75 · 28 citations
Computer Science · Medicine · #AI in cancer detection #Colorectal Cancer Surgical Treatments #Radiomics and Machine Learning in Medical Imaging
- Radiomics: Extracting more information from medical images using advanced feature analysis
2012/03/01 by Philippe Lambin, Emmanuel Rios-Velazquez, Ralph Leijenaar +8 · 8 citations
- FUTURE-AI: International consensus guideline for trustworthy and deployable artificial intelligence in healthcare
2023/08/11 by Karim Lekadir, Lekadir, Karim, Aasa Feragen +214 · 16 citations
Economics, Econometrics and Finance · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computer Vision and Pattern Recognition (cs.CV) #Computers and Society (cs.CY) #Ethics in Clinical Research #FOS: Computer and information sciences #Health Systems, Economic Evaluations, Quality of Life #I.2.0 #I.4.0 #I.5.0 #Machine Learning (cs.LG)
- LongHealth: A Question Answering Benchmark with Long Clinical Documents
2024/01/25 by Lisa C. Adams, Adams, Lisa, Felix Busch +17 · 7 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
- Vision Foundation Models for Computed Tomography
2025/01/15 by Suraj Pai, Ibrahim Hadžić, Pai, Suraj +13 · 11 citations
Engineering · Computer Science · Medicine · #Advanced X-ray and CT Imaging #Medical Image Segmentation Techniques #Medical Imaging Techniques and Applications
- Language Models are Surprisingly Fragile to Drug Names in Biomedical Benchmarks
2024/06/17 by Jack Gallifant, Shan Chen, Gallifant, Jack +17 · 5 citations
Biochemistry, Genetics and Molecular Biology · #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Genomics and Rare Diseases
- Stepwise Transfer Learning for Expert-level Pediatric Brain Tumor MRI Segmentation in a Limited Data Scenario
2024/07/01 by Aidan Boyd, Zezhong Ye, Sanjay P. Prabhu +15 · 1 voice · 3 citations
Neuroscience · Medicine · Computer Science · #Brain Tumor Detection and Classification #COVID-19 diagnosis using AI #Advanced Neural Network Applications
- MedBrowseComp: Benchmarking Medical Deep Research and Computer Use
2025/05/20 by Shan Chen, Chen, Shan, Pedro Moreira +16 · 1 voice · 7 citations
Computer Science · Decision Sciences · Medicine · #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning in Healthcare #Scientific Computing and Data Management #cs.CL
- Evaluating the ChatGPT family of models for biomedical reasoning and classification
2024/01/22 by Shan Chen, Yingya Li, Sheng Lu +8 · 3 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Genomics and Rare Diseases #Topic Modeling
- MRSegmentator: Multi-Modality Segmentation of 40 Classes in MRI and CT
2024/05/10 by Hartmut Häntze, Häntze, Hartmut, Lina Xu +40 · 2 citations
Engineering · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #J.3 #Machine Learning (cs.LG) #Medical Imaging and Analysis #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering