1.2k citations
- California NanoSystems InstituteUS6 papers
- University of California, Los AngelesUS6 papers
- Hebrew University of JerusalemIL5 papers
- Hadassah Academic CollegeIL4 papers
- Ruppin Academic CenterIL4 papers
- University of Southern CaliforniaUS4 papers
- Harvard UniversityUS3 papers
- Tel Aviv UniversityIL3 papers
- Sheba Medical CenterIL2 papers
- Addis Ababa UniversityET1 paper
- Albert Einstein College of MedicineUS1 paper
- Barcelona Supercomputing CenterES1 paper
19 papers
Universal and Transferable Attacks on Pathology Foundation Models
Yuntian Wang, Xilin Yang, Che-Yung Shen +2
We introduce Universal and Transferable Adversarial Perturbations (UTAP) for pathology foundation models that reveal critical vulnerabilities in their capabilities. Optimized using…
Bridging the Regulatory Divide: Ensuring Safety and Equity in Wearable Health Technologies
Akshay Kelshiker, Susan Cheng, Jivan Achar +7
As wearable health technologies have grown more sophisticated, the distinction between "wellness" and "medical" devices has become increasingly blurred. While some features undergo…
Deep learning-enabled virtual multiplexed immunostaining of label-free tissue for vascular invasion assessment
Yijie Zhang, Cagatay Isil, Xilin Yang +6
Immunohistochemistry (IHC) has transformed clinical pathology by enabling the visualization of specific proteins within tissue sections. However, traditional IHC requires one tissu…
A robust and scalable framework for hallucination detection in virtual tissue staining and digital pathology
Luzhe Huang, Yuzhu Li, Nir Pillar +3
Histopathological staining of human tissue is essential for disease diagnosis. Recent advances in virtual tissue staining technologies using artificial intelligence (AI) alleviate…
Automated HER2 Scoring in Breast Cancer Images Using Deep Learning and Pyramid Sampling
Sahan Yoruc Selcuk, Xilin Yang, Bijie Bai +12
Human epidermal growth factor receptor 2 (HER2) is a critical protein in cancer cell growth that signifies the aggressiveness of breast cancer (BC) and helps predict its prognosis.…
Virtual birefringence imaging and histological staining of amyloid deposits in label-free tissue using autofluorescence microscopy and deep learning
Xilin Yang, Bijie Bai, Yijie Zhang +8
Systemic amyloidosis is a group of diseases characterized by the deposition of misfolded proteins in various organs and tissues, leading to progressive organ dysfunction and failur…