Deep Particle Tracker: Automatic Tracking of Particles in Fluorescence Microscopy Images Using Deep Learning. - Roman Spilger; Thomas Wollmann; Yu Qiang; Andrea Imle; Ji Young Lee; Barbara Müller; Oliver T. Fackler; Ralf Bartenschlager; Karl Rohr (DLMIA/ML-CDS@MICCAI, 2018)

Deep Segmentation of Bacteria at Different Stages of the Life Cycle. - Roman Spilger; Tobias Schwackenhofer; Charlotte Kaspar; Ilka B. Bischofs; Karl Rohr (Bildverarbeitung für die Medizin, 2020)

Tracking of Particles in Fluorescence Microscopy Images Using a Spatial Distance Model for Brownian Motion. - Roman Spilger; J. Hellgoth; Ji Young Lee; S. Hänselmann; Dirk-Peter Herten; Ralf Bartenschlager; Karl Rohr (ISBI, 2020)

A Recurrent Neural Network for Particle Tracking in Microscopy Images Using Future Information, Track Hypotheses, and Multiple Detections. - Roman Spilger; Andrea Imle; Ji Young Lee; Barbara Müller; Oliver T. Fackler; Ralf Bartenschlager; Karl Rohr (IEEE Trans. Image Process., 2020)

Deep Learning For Particle Detection And Tracking In Fluorescence Microscopy Images. - Christian Ritter; Roman Spilger; Ji Young Lee; Ralf Bartenschlager; Karl Rohr (ISBI, 2021)

Deep probabilistic tracking of particles in fluorescence microscopy images. - Roman Spilger; Ji Young Lee; Vadim O. Chagin; Lothar Schermelleh; M. Cristina Cardoso; Ralf Bartenschlager; Karl Rohr (Medical Image Anal., 2021)

Deep Neural Network for 3D Particle Detection in 3D Fluorescence Microscopy Images via Density Map Regression. - Roman Spilger; Vadim O. Chagin; C. S. Bold; Lothar Schermelleh; U. C. Müller; M. Cristina Cardoso; Karl Rohr (ISBI, 2022)

Deep Neural Network for Combined Particle Tracking and Colocalization Analysis in Two-Channel Microscopy Images. - Roman Spilger; Ji Young Lee; Ralf Bartenschlager; Karl Rohr (ISBI, 2022)

Deep Learning Method for Probabilistic Particle Detection and Tracking in Fluorescence Microscopy Images. - Roman Spilger; Ji Young Lee; Minh Tu Pham; Ralf Bartenschlager; Karl Rohr (ISBI, 2023)

Deep Learning Methods for Detection and Tracking of Particles in Fluorescence Microscopy Images - Roman Spilger (2023)