Ambekar, S. ; Schnabel, J.A. ; Lang, D.M.
Non-parametric neighborhood test-time generalization: Application to medical image classification.
In: (Medical Information Computing). 2025. 224-234 (Comm. Comp. Info. Sci. ; 2240)
Avci, M.Y.* ; Chan, E. ; Zimmer, V.* ; Rueckert, D.* ; Wiestler, B.* ; Schnabel, J.A. ; Bercea, C.-I.
Unsupervised analysis of Alzheimer’s disease signatures using 3D deformable autoencoders.
In: (Medical Information Computing). Gewerbestrasse 11, Cham, Ch-6330, Switzerland: Springer International Publishing Ag, 2025. 266-276 (Comm. Comp. Info. Sci. ; 2240)
Wayland, J.D. ; Funk, R.J.* ; Rieck, B.
Characterizing physician referral networks with Ricci Curvature.
In: (Pediatric and Lifespan Data Science). 2025. 1-16 (Comm. Comp. Info. Sci. ; 2386 CCIS)
Traoré, K.R.* ; Camero, A.* ; Zhu, X.X.*
We Won’t Get Fooled Again: When Performance Metric Malfunction Affects the Landscape of Hyperparameter Optimization Problems.
In:. 2023. 148-160 (Comm. Comp. Info. Sci. ; 1824 CCIS)
Magnetti, C.* ; Zimmer, V.* ; Ghavami, N.* ; Skelton, E.* ; Matthew, J.* ; Lloyd, K.* ; Hajnal, J.* ; Schnabel, J.A.* ; Gomez, A.*
Deep generative models to simulate 2D patient-specific ultrasound images in real time.
In: (Annual Conference on Medical Image Understanding and Analysis). 2020. 423-435 (Comm. Comp. Info. Sci. ; 1248 CCIS)