LesionLocator: Zero-Shot Universal Tumor Segmentation and Tracking in 3D Whole-Body Imaging. - Rokuss, Maximilian; Kirchhoff, Yannick; Akbal, Seval; Kovacs, Balint; Roy, Saikat; Ulrich, Constantin; Wald, Tassilo; Rotkopf, Lukas T.; Schlemmer, Heinz-Peter; Maier-Hein, Klaus H. (2025)

LesionLocator: Zero-Shot Universal Tumor Segmentation and Tracking in 3D Whole-Body Imaging. - Rokuss, Maximilian; Kirchhoff, Yannick; Akbal, Seval; Kovacs, Balint; Roy, Saikat; Ulrich, Constantin; Wald, Tassilo; Rotkopf, Lukas T.; Schlemmer, Heinz-Peter; Maier-Hein, Klaus H. (CoRR, 2025)

Abstract: Anatomy-informed Data Augmentation for Enhanced Prostate Cancer Detection. - Kovacs, Balint; Netzer, Nils; Baumgartner, Michael; Eith, Carolin; Bounias, Dimitrios; Meinzer, Clara; Jäger, Paul F.; Zhang, Kevin S.; Floca, Ralf; Schrader, Adrian; Isensee, Fabian; Gnirs, Regula; et al. (2024)

Pre-examinations Improve Automated Metastases Detection on Cranial MRI. - Deike-Hofmann, Katerina; Dancs, Dorottya; Paech, Daniel; Schlemmer, Heinz-Peter; Maier-Hein, Klaus H.; Bäumer, Philipp; Radbruch, Alexander; Götz, Michael (CoRR, 2024)

"A net for everyone": fully personalized and unsupervised neural networks trained with longitudinal data from a single patient. - Strack, Christian; Pomykala, Kelsey L.; Schlemmer, Heinz-Peter; Egger, Jan; Kleesiek, Jens (BMC Medical Imaging, 2023)

Anatomy-Informed Data Augmentation for Enhanced Prostate Cancer Detection. - Kovacs, Balint; Netzer, Nils; Baumgartner, Michael; Eith, Carolin; Bounias, Dimitrios; Meinzer, Clara; Jäger, Paul F.; Zhang, Kevin S.; Floca, Ralf; Schrader, Adrian; Isensee, Fabian; Gnirs, Regula; et al. (2023)

Anatomy-informed Data Augmentation for Enhanced Prostate Cancer Detection. - Kovacs, Balint; Netzer, Nils; Baumgartner, Michael; Eith, Carolin; Bounias, Dimitrios; Meinzer, Clara; Jaeger, Paul F.; Zhang, Kevin S.; Floca, Ralf; Schrader, Adrian; Isensee, Fabian; Gnirs, Regula; et al. (CoRR, 2023)

'A net for everyone': fully personalized and unsupervised neural networks trained with longitudinal data from a single patient. - Strack, Christian; Pomykala, Kelsey L.; Schlemmer, Heinz-Peter; Egger, Jan; Kleesiek, Jens (CoRR, 2022)

Abstract: Joint Imaging Platform for Federated Clinical Data Analytics. - Scherer, Jonas; Nolden, Marco; Kleesiek, Jens; Metzger, Jasmin; Kades, Klaus; Schneider, Verena; Gao, Hanno; Neher, Peter; Floca, Ralf; Schlemmer, Heinz-Peter; Maier-Hein, Klaus H. (2021)

Prediction of Low-Kev Monochromatic Images From Polyenergetic CT Scans For Improved Automatic Detection of Pulmonary Embolism. - Seibold, Constantin; Fink, Matthias A.; Goos, Charlotte; Kauczor, Hans-Ulrich; Schlemmer, Heinz-Peter; Stiefelhagen, Rainer; Kleesiek, Jens (2021)

Prediction of low-keV monochromatic images from polyenergetic CT scans for improved automatic detection of pulmonary embolism. - Seibold, Constantin; Fink, Matthias A.; Goos, Charlotte; Kauczor, Hans-Ulrich; Schlemmer, Heinz-Peter; Stiefelhagen, Rainer; Kleesiek, Jens (CoRR, 2021)

Self-guided Multiple Instance Learning for Weakly Supervised Disease Classification and Localization in Chest Radiographs. - Seibold, Constantin; Kleesiek, Jens; Schlemmer, Heinz-Peter; Stiefelhagen, Rainer (2020)

Self-Guided Multiple Instance Learning for Weakly Supervised Disease Classification and Localization in Chest Radiographs. - Seibold, Constantin; Kleesiek, Jens; Schlemmer, Heinz-Peter; Stiefelhagen, Rainer (CoRR, 2020)

Retina U-Net: Embarrassingly Simple Exploitation of Segmentation Supervision for Medical Object Detection. - Jaeger, Paul F.; Kohl, Simon A. A.; Bickelhaupt, Sebastian; Isensee, Fabian; Kuder, Tristan Anselm; Schlemmer, Heinz-Peter; Maier-Hein, Klaus H. (2019)

Automated brain extraction of multi-sequence MRI using artificial neural networks. - Isensee, Fabian; Schell, Marianne; Tursunova, Irada; Brugnara, Gianluca; Bonekamp, David; Neuberger, Ulf; Wick, Antje; Schlemmer, Heinz-Peter; Heiland, Sabine; Wick, Wolfgang; Bendszus, Martin; Maier-Hein, Klaus Hermann; et al. (CoRR, 2019)

Abstract: Revealing Hidden Potentials of the q-Space Signal in Breast Cancer. - Jaeger, Paul; Bickelhaupt, Sebastian; Laun, Frederik Bernd; Lederer, Wolfgang; Heidi, Daniel; Kuder, Tristan Anselm; Paech, Daniel; Bonekamp, David; Radbruch, Alexander; Delorme, Stefan; Schlemmer, Heinz-Peter; Steudle, Franziska; et al. (2018)

Domain Adaptation for Deviating Acquisition Protocols in CNN-Based Lesion Classification on Diffusion-Weighted MR Images. - Kamphenkel, Jennifer; Jäger, Paul F.; Bickelhaupt, Sebastian; Laun, Frederik Bernd; Lederer, Wolfgang; Daniel, Heidi; Kuder, Tristan Anselm; Delorme, Stefan; Schlemmer, Heinz-Peter; König, Franziska; Maier-Hein, Klaus H. (2018)

Domain Adaptation for Deviating Acquisition Protocols in CNN-based Lesion Classification on Diffusion-Weighted MR Images. - Kamphenkel, Jennifer; Jaeger, Paul F.; Bickelhaupt, Sebastian; Laun, Frederik Bernd; Lederer, Wolfgang; Daniel, Heidi; Kuder, Tristan Anselm; Delorme, Stefan; Schlemmer, Heinz-Peter; Koenig, Franziska; Maier-Hein, Klaus H. (CoRR, 2018)

Retina U-Net: Embarrassingly Simple Exploitation of Segmentation Supervision for Medical Object Detection. - Jaeger, Paul F.; Kohl, Simon A. A.; Bickelhaupt, Sebastian; Isensee, Fabian; Kuder, Tristan Anselm; Schlemmer, Heinz-Peter; Maier-Hein, Klaus H. (CoRR, 2018)

Brain Tumor Segmentation Using Large Receptive Field Deep Convolutional Neural Networks. - Isensee, Fabian; Kickingereder, Philipp; Bonekamp, David; Bendszus, Martin; Wick, Wolfgang; Schlemmer, Heinz-Peter; Maier-Hein, Klaus H. (2017)

Revealing Hidden Potentials of the q-Space Signal in Breast Cancer. - Jaeger, Paul F.; Bickelhaupt, Sebastian; Laun, Frederik Bernd; Lederer, Wolfgang; Heidi, Daniel; Kuder, Tristan Anselm; Paech, Daniel; Bonekamp, David; Radbruch, Alexander; Delorme, Stefan; Schlemmer, Heinz-Peter; Steudle, Franziska; et al. (2017)

Adversarial Networks for the Detection of Aggressive Prostate Cancer. - Kohl, Simon; Bonekamp, David; Schlemmer, Heinz-Peter; Yaqubi, Kaneschka; Hohenfellner, Markus; Hadaschik, Boris; Radtke, Jan-Philipp; Maier-Hein, Klaus H. (CoRR, 2017)

Revealing Hidden Potentials of q-Space Imaging in Breast Cancer. - Jaeger, Paul; Bickelhaupt, Sebastian; Laun, Frederik Bernd; Lederer, Wolfgang; Heidi, Daniel; Kuder, Tristan Anselm; Paech, Daniel; Bonekamp, David; Radbruch, Alexander; Delorme, Stefan; Schlemmer, Heinz-Peter; Steudle, Franziska; et al. (CoRR, 2017)

Adversarial Networks for Prostate Cancer Detection. - Kohl, Simon; Bonekamp, David; Schlemmer, Heinz-Peter; Yaqubi, Kaneschka; Hohenfellner, Markus; Hadaschik, Boris; Radtke, Jan-Philipp; Maier-Hein, Klaus H. (CoRR, 2017)

Towards markerless navigation for percutaneous needle insertions. - Seitel, Alexander; Bellemann, Nadine; Hafezi, Mohammadreza; Franz, Alfred M.; Servatius, Mark; Saffari, Arash; Kilgus, Thomas; Schlemmer, Heinz-Peter; Mehrabi, Arianeb; Radeleff, Boris A.; Maier-Hein, Lena (Int. J. Comput. Assist. Radiol. Surg., 2016)

Mobile markerless augmented reality and its application in forensic medicine. - Kilgus, Thomas; Heim, Eric; Haase, Sven; Prüfer, Sabine; Müller, Michael; Seitel, Alexander; Fangerau, Markus; Wiebe, Tamara; Iszatt, Justin; Schlemmer, Heinz-Peter; Hornegger, Joachim; Yen, Kathrin; et al. (Int. J. Comput. Assist. Radiol. Surg., 2015)

Relaxation-compensated CEST-MRI of the human brain at 7 T: Unbiased insight into NOE and amide signal changes in human glioblastoma. - Zaiss, Moritz; Windschuh, Johannes; Paech, Daniel; Meissner, Jan-Eric; Burth, Sina; Schmitt, Benjamin; Kickingereder, Philip; Wiestler, Benedikt; Wick, Wolfgang; Bendszus, Martin; Schlemmer, Heinz-Peter; Ladd, Mark E.; et al. (NeuroImage, 2015)

Simulation of spatiotemporal CT data sets using a 4D MRI-based lung motion model. - Marx, Mirko; Ehrhardt, Jan; Werner, René; Schlemmer, Heinz-Peter; Handels, Heinz (Int. J. Comput. Assist. Radiol. Surg., 2014)

Pose-independent surface matching for intra-operative soft-tissue marker-less registration. - Santos, Thiago Ramos dos; Seitel, Alexander; Kilgus, Thomas; Suwelack, Stefan; Wekerle, Anna-Laura; Kenngott, Hannes; Speidel, Stefanie; Schlemmer, Heinz-Peter; Meinzer, Hans-Peter; Heimann, Tobias; Maier-Hein, Lena (Medical Image Anal., 2014)

Comparative Validation of Single-Shot Optical Techniques for Laparoscopic 3-D Surface Reconstruction. - Maier-Hein, Lena; Groch, Anja; Bartoli, Adrien; Bodenstedt, Sebastian; Boissonnat, G.; Chang, Ping-Lin; Clancy, Neil; Elson, Daniel S.; Haase, Sven; Heim, Eric; Hornegger, Joachim; Jannin, Pierre; et al. (IEEE Trans. Medical Imaging, 2014)

Endoscopic Sheffield Index for Unsupervised In Vivo Spectral Band Selection. - Wirkert, Sebastian J.; Clancy, Neil T.; Stoyanov, Danail; Arya, Shobhit; Hanna, George B.; Schlemmer, Heinz-Peter; Sauer, Peter; Elson, Daniel S.; Maier-Hein, Lena (2014)

4D-MRT-basierte Simulation der Lungenbewegung in statischen CT-Daten. - Marx, Mirko; Ehrhardt, Jan; Werner, René; Schlemmer, Heinz-Peter; Handels, Heinz (2013)

Electromagnetic tracking for US-guided interventions: standardized assessment of a new compact field generator. - Franz, Alfred M.; März, Keno; Hummel, Johann; Birkfellner, Wolfgang; Bendl, Rolf; Delorme, Stefan; Schlemmer, Heinz-Peter; Meinzer, Hans-Peter; Maier-Hein, Lena (Int. J. Comput. Assist. Radiol. Surg., 2012)

Optimierte endoskopische Time-of-Flight Oberflächenrekonstruktion durch Integration eines Struktur-durch-Bewegung-Ansatzes. - Groch, Anja; Haase, Sven; Wagner, Martin; Kilgus, Thomas; Kenngott, Hannes; Schlemmer, Heinz-Peter; Hornegger, Joachim; Meinzer, Hans-Peter; Maier-Hein, Lena (2012)

Elektromagnetisches Tracking für die interventionelle Radiologie - Genauigkeitsuntersuchung und in-vitro Applikation eines neuen Feldgenerators. - Franz, Alfred M.; Servatius, Mark; Seitel, Alexander; Hummel, Johann; Birkfellner, Wolfgang; Bartha, Laura; Schlemmer, Heinz-Peter; Sommer, Christof M.; Radeleff, Boris A.; Kauczor, Hans-Ulrich; Meinzer, Hans-Peter; Maier-Hein, Lena (2012)

Effect of Active Air Conditioning in Medical Intervention Rooms on the Temperature Dependency of Time-of-Flight Distance Measurements. - Mersmann, Sven; Guerrero, David; Schlemmer, Heinz-Peter; Meinzer, Hans-Peter; Maier-Hein, Lena (2012)

Simplified development of image-guided therapy software with MITK-IGT. - Franz, Alfred M.; Seitel, Alexander; Servatius, Mark; Zöllner, C.; Gergel, Ingmar; Wegner, Ingmar; Neuhaus, Jochen; Zelzer, Sascha; Nolden, Marco; Gaa, Johannes; Mercea, P.; Yung, Kwong; et al. (2012)

Einsatz der Protonen-MR-spektroskopischen Bildgebung zur Zielvolumenbestimmung in der Strahlentherapieplanung bei glialen Hirntumoren. - Neff, Thomas; Bachert, Peter; Lichy, Mattias; Schlemmer, Heinz-Peter; Bendl, Rolf (2004)

Classification of In Vivo Magnetic Resonance Spectra. - Menze, Bjoern H.; Wormit, Michael; Bachert, Peter; Lichy, Matthias; Schlemmer, Heinz-Peter; Hamprecht, Fred A. (2004)