1.1k citations
- Case Western Reserve UniversityUS12 papers
- Cleveland Clinic Lerner College of MedicineUS5 papers
- Harvard UniversityUS5 papers
- Massachusetts Institute of TechnologyUS4 papers
- Universidade de São PauloBR4 papers
- California Institute of TechnologyUS3 papers
- Cornell UniversityUS3 papers
- Johns Hopkins UniversityUS3 papers
- Massachusetts General HospitalUS3 papers
- Memorial Sloan Kettering Cancer CenterUS3 papers
- Royal Holloway University of LondonGB3 papers
- University of CambridgeGB3 papers
57 papers
Autonomous Skeletal Landmark Localization towards Agentic C-Arm Control
Jay Jung, Ahmad Arrabi, Jax Luo +2
Purpose: Automated C-arm positioning ensures timely treatment in patients requiring emergent interventions. When a conventional Deep Learning (DL) approach for C-arm control fails,…
C-arm Guidance: A Self-supervised Approach To Automated Positioning During Stroke Thrombectomy
Ahmad Arrabi, Jay hwasung Jung, J Le +6
Thrombectomy is one of the most effective treatments for ischemic stroke, but it is resource and personnel-intensive. We propose employing deep learning to automate critical aspect…
BioNeuralNet: A Graph Neural Network based Multi-Omics Network Data Analysis Tool
Vicente Ramos, Sundous Hussein, Mohamed Abdel-Hafiz +6
Multi-omics data offer unprecedented insights into complex biological systems, yet their high dimensionality, sparsity, and intricate interactions pose significant analytical chall…
Multi-modal brain MRI synthesis based on SwinUNETR
Haowen Pang, Weiyan Guo, Chuyang Ye
Multi-modal brain magnetic resonance imaging (MRI) plays a crucial role in clinical diagnostics by providing complementary information across different imaging modalities. However,…
A Quantum Framework for Protein Binding-Site Structure Prediction on Utility-Level Quantum Processors
Yuqi Zhang, Yuxin Yang, William Martin +8
Accurate prediction of protein active-site structures remains a central challenge in structural biology, particularly for short and flexible peptide fragments where conventional an…
A Deep Subgrouping Framework for Precision Drug Repurposing via Emulating Clinical Trials on Real-world Patient Data
Seungyeon Lee, Ruoqi Liu, Feixiong Cheng +1
Drug repurposing identifies new therapeutic uses for existing drugs, reducing the time and costs compared to traditional de novo drug discovery. Most existing drug repurposing stud…