- Works count
- 621
- Citation count
- 22,025
- H-index
- 63
- i10-index
- 281
Research interests
Publications
Benchmarking spatial clustering methods with spatially resolved transcriptomics data
Nature Methods · 2024 · https://doi.org/10.1038/s41592-024-02215-8
Generative learning assisted state-of-health estimation for sustainable battery recycling with random retirement conditions
Nature Communications · 2024 · https://doi.org/10.1038/s41467-024-54454-0
scBERT as a large-scale pretrained deep language model for cell type annotation of single-cell RNA-seq data
Nature Machine Intelligence · 2022 · https://doi.org/10.1038/s42256-022-00534-z
Multimodal Dynamics: Dynamical Fusion for Trustworthy Multimodal Classification
IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 2022 · https://doi.org/10.1109/cvpr52688.2022.02005
Early triage of critically ill COVID-19 patients using deep learning
Nature Communications · 2020 · https://doi.org/10.1038/s41467-020-17280-8
Predicting Lymph Node Metastasis Using Histopathological Images Based on Multiple Instance Learning With Deep Graph Convolution
IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 2020 · https://doi.org/10.1109/cvpr42600.2020.00489
Development and interpretation of a pathomics-based model for the prediction of microsatellite instability in Colorectal Cancer
Theranostics · 2020 · https://doi.org/10.7150/thno.49864
A Machine Learning Algorithm to Estimate Sarcopenia on Abdominal CT
Academic Radiology · 2019 · https://doi.org/10.1016/j.acra.2019.03.011
Deep learning-based muscle segmentation and quantification at abdominal CT: application to a longitudinal adult screening cohort for sarcopenia assessment
British Journal of Radiology · 2019 · https://doi.org/10.1259/bjr.20190327
Fine-Grained Classification of Cervical Cells Using Morphological and Appearance Based Convolutional Neural Networks
IEEE Access · 2019 · https://doi.org/10.1109/access.2019.2919390
Enhanced hydrogen storage properties of MgH 2 catalyzed with carbon-supported nanocrystalline TiO 2
Journal of Power Sources · 2018 · https://doi.org/10.1016/j.jpowsour.2018.07.072
Senataxin Mutation Reveals How R-Loops Promote Transcription by Blocking DNA Methylation at Gene Promoters
Molecular Cell · 2018 · https://doi.org/10.1016/j.molcel.2017.12.030
Vertebral Body Compression Fractures and Bone Density: Automated Detection and Classification on CT Images
Radiology · 2017 · https://doi.org/10.1148/radiol.2017162100
Danazol Treatment for Telomere Diseases
New England Journal of Medicine · 2016 · https://doi.org/10.1056/nejmoa1515319
Deep Convolutional Neural Networks for Computer-Aided Detection: CNN Architectures, Dataset Characteristics and Transfer Learning
IEEE Transactions on Medical Imaging · 2016 · https://doi.org/10.1109/tmi.2016.2528162
A multi-center milestone study of clinical vertebral CT segmentation
Computerized Medical Imaging and Graphics · 2016 · https://doi.org/10.1016/j.compmedimag.2015.12.006
Learning to Read Chest X-Rays: Recurrent Neural Cascade Model for Automated Image Annotation
Journal · 2016 · https://doi.org/10.1109/cvpr.2016.274
Anatomy-specific classification of medical images using deep convolutional nets
IEEE International Symposium on Biomedical Imaging (ISBI) · 2015 · https://doi.org/10.1109/isbi.2015.7163826
Improving Computer-Aided Detection UsingConvolutional Neural Networks and Random View Aggregation
IEEE Transactions on Medical Imaging · 2015 · https://doi.org/10.1109/tmi.2015.2482920
Joint segmentation of anatomical and functional images: Applications in quantification of lesions from PET, PET-CT, MRI-PET, and MRI-PET-CT images
Medical Image Analysis · 2013 · https://doi.org/10.1016/j.media.2013.05.004
Medical Image Segmentation by Combining Graph Cuts and Oriented Active Appearance Models
IEEE Transactions on Image Processing · 2012 · https://doi.org/10.1109/tip.2012.2186306
Interstitial Myocardial Fibrosis Assessed as Extracellular Volume Fraction with Low-Radiation-Dose Cardiac CT
Radiology · 2012 · https://doi.org/10.1148/radiol.12112458
Automated Spinal Column Extraction and Partitioning
Journal · 2006 · https://doi.org/10.1109/isbi.2006.1624935
Computed Tomographic Virtual Colonoscopy Computer-Aided Polyp Detection in a Screening Population
Gastroenterology · 2005 · https://doi.org/10.1053/j.gastro.2005.08.054
Colonic Polyp Segmentation in CT Colonography-Based on Fuzzy Clustering and Deformable Models
IEEE Transactions on Medical Imaging · 2004 · https://doi.org/10.1109/tmi.2004.826941
Entropy-based fuzzy clustering and fuzzy modeling
Fuzzy Sets and Systems · 2000 · https://doi.org/10.1016/s0165-0114(98)00038-4
Current projects
No projects listed.