CAPRA Audits Hidden Medical Imaging Subgroups Without Metadata
Calibrated proxy axes turn image-derived attributes into auditable subgroup posteriors across fundus, dermoscopy, and chest radiography datasets.
Signal processing, systems and control, audio and image processing.
Calibrated proxy axes turn image-derived attributes into auditable subgroup posteriors across fundus, dermoscopy, and chest radiography datasets.
A three-port dq/DC admittance test separates self and coupling failures, guiding a DE-OSR controller that stabilizes weak-grid operation without extra tuning.
Replay-based dynamic learning and proxy gradients adapt to drifting wearable signals, reaching 0.64 mmol/L MAE in subject-independent validation.
Mach-Zehnder readout and power-over-fiber match conventional 3T coil SNR with 5–10 mW modulator drive and fiber-only links.
Standard uplink SRS signals feed onboard synchronization, UE identification, and trajectory-based localization, beating AoA and TDoA baselines by about 5–6 m.
State-dependent perturbation bounds prove GASp, stochastic ISS, and two backstepping guarantees for nonlinear SDEs.
Recasting radio operators as dense matrix and vector kernels enables a full 3.0 GHz OFDM link on Ascend edge NPUs.
A real-time controller caps only binding trains, restoring 25 kV corridor feasibility with 7 seconds of delay instead of 210.
A FIFO residual-service layer tests shared contacts after routing, exposing up to 154 s of optimistic completion error.