THA-Flow Generative Model: Prosthesis Geometry Prediction from Preoperative CT
Preoperative planning for total hip arthroplasty (THA) is commonly framed as selecting a single prosthesis configuration and placement for a patient's osseous anatomy. In practice, however, the same anatomy may admit several clinically reasonable solutions, making planning inherently a one-to-many problem that is better represented by a conditional probability distribution. We present THA-Flow, a conditional flow-matching model that generates three-dimensional prosthesis geometry directly from preoperative CT. Separate AutoencoderKL models compress preoperative bone anatomy and prosthesis geom
Lineage graph
Paper → model → repo connections mined from source citations (Tier-1 exact match).
Why these links exist
Every edge carries a method, confidence, and the source snippet that justified it — so bad links are debuggable.
- FuzzySimilar title/name (fuzzy) · 84%GoogleCloudPlatform/generative-ai →
“Fuzzy title match (0.92): “THA-Flow Generative Model: Prosthesis Geometry Prediction fr” ≈ “GoogleCloudPlatform/generative-ai””
- FuzzySimilar name plus overlapping authors · 67%bytedance/deer-flow →
“Title similarity 0.73; shared authors: wang”
- FuzzyOverlapping authors or contributors · 62%ray-project/ray →
“Shared author/contributor keys: wang”
- FuzzySimilar title/name (fuzzy) · 59%steven2358/awesome-generative-ai →
“Fuzzy title match (0.73): “THA-Flow Generative Model: Prosthesis Geometry Prediction fr” ≈ “steven2358/awesome-generative-ai””
- LinkedLinked via arxiv author · 85%Yiping Wang →
“THA-Flow Generative Model: Prosthesis Geometry Prediction from Preoperative CT”
- LinkedLinked via arxiv author · 85%Jie Li →
“THA-Flow Generative Model: Prosthesis Geometry Prediction from Preoperative CT”
- LinkedLinked via arxiv author · 85%Jingyu Shen →
“THA-Flow Generative Model: Prosthesis Geometry Prediction from Preoperative CT”
- LinkedLinked via arxiv author · 85%Liao Wang →
“THA-Flow Generative Model: Prosthesis Geometry Prediction from Preoperative CT”