PitVis-2023 challenge: Workflow recognition in videos of endoscopic pituitary surgery

Authors: Płotka, Szymon; Kaleta, Joanna; ...

Research groups: Medical Imaging and Robotics

JointDiffusion: Joint representation learning for generative, predictive, and self-explainable AI in healthcare

Authors: Kaleta, Joanna; Skierś, Paweł; Dubiński, Jan; Korzeniowski, Przemysław; Trzciński, Tomasz; Tomczak, Jakub M.; Deja, Kamil

Research groups: Medical Imaging and Robotics

PR-ENDO: Physically Based Relightable Gaussian Splatting for Endoscopy

Authors: Kaleta, Joanna; Smolak-Dyżewska, Weronika; Malarz, Dawid; Dall’Alba, Diego; Korzeniowski, Przemysław; Spurek, Przemysław

Research groups: Medical Imaging and Robotics

D-MiSo: Editing Dynamic 3D Scenes using Multi-Gaussians Soup

Authors: Kaleta, Joanna; ...

Research groups: Medical Imaging and Robotics

LumiGauss: Relightable Gaussian Splatting in the Wild

Authors: Kaleta, Joanna; Kania, Kacper; Trzciński, Tomasz; Kowalski, Marek

Research groups: Medical Imaging and Robotics

SimuScope: Realistic Endoscopic Synthetic Dataset Generation through Surgical Simulation and Diffusion Models

Authors: Martyniak, Sabina; Kaleta, Joanna; Dall’Alba, Diego; Naskręt, Michał; Płotka, Szymon; Korzeniowski, Przemysław

Research groups: Medical Imaging and Robotics

Minimal data requirement for realistic endoscopic image generation with Stable Diffusion

Authors: Kaleta, Joanna; Dall’Alba, Diego; Płotka, Szymon; Korzeniowski, Przemysław

Research groups: Medical Imaging and Robotics