Real-time placental vessel segmentation in fetoscopic laser surgery for Twin-to-Twin Transfusion Syndrome. - Plotka, Szymon; Szczepanski, Tomasz; Szenejko, Paula; Korzeniowski, Przemyslaw; Calvo, Jesús Rodriguez; Khalil, Asma; Shamshirsaz, Alireza; Brawura-Biskupski-Samaha, Robert; Isgum, Ivana; Sánchez, Clara I.; Sitek, Arkadiusz (Medical Image Anal., 2025)

Fully automatic deep convolutional approaches for the screening of neurodegeneratives diseases using multi-view OCT images. - Álvarez-Rodríguez, Lorena; Pueyo, Ana; Moura, Joaquim de; Vilades, Elisa; Garcia-Martin, Elena; Sánchez, Clara I.; Novo, Jorge; Ortega, Marcos (Artif. Intell. Medicine, 2024)

Uncertainty-aware multiple-instance learning for reliable classification: Application to optical coherence tomography. - Vente, Coen de; Ginneken, Bram van; Hoyng, Carel B.; Klaver, Caroline C. W.; Sánchez, Clara I. (Medical Image Anal., 2024)

AIROGS: Artificial Intelligence for Robust Glaucoma Screening Challenge. - Vente, Coen de; Vermeer, Koenraad A.; Jaccard, Nicolas; Wang, He; Sun, Hongyi; Khader, Firas; Truhn, Daniel; Aimyshev, Temirgali; Zhanibekuly, Yerkebulan; Le, Tien-Dung; Galdran, Adrian; Ballester, Miguel Ángel González; et al. (IEEE Trans. Medical Imaging, 2024)

Nodule Detection and Generation on Chest X-Rays: NODE21 Challenge. - Sogancioglu, Ecem; Ginneken, Bram van; Behrendt, Finn; Bengs, Marcel; Schlaefer, Alexander; Radu, Miron; Xu, Di; Sheng, Ke; Scalzo, Fabien; Marcus, Eric; Papa, Samuele; Teuwen, Jonas; et al. (IEEE Trans. Medical Imaging, 2024)

Recurrent Task Specialization Network for Segmentation-aided Vascular Landmarks Detection in Retinal Images. - Hervella, Álvaro S.; Rouco, José; Novo, Jorge; Sánchez, Clara I.; Ortega, Marcos (2024)

3D Point Cloud Analysis via Transformer-Based Graph Learning for Multiple Sclerosis Screening in OCT Images. - Álvarez-Rodríguez, Lorena; Prego, Iván García; Moura, Joaquim de; Pueyo, Ana; Vilades, Elisa; Garcia-Martin, Elena; Sánchez, Clara I.; Novo, Jorge; Ortega, Marcos (2024)

Uncertainty-aware retinal layer segmentation in OCT through probabilistic signed distance functions. - Islam, Mohammad Mohaiminul; Vente, Coen de; Liefers, Bart; Klaver, Caroline; Bekkers, Erik J.; Sánchez, Clara I. (2024)

Training-free Prompt Placement by Propagation for SAM Predictions in Bone CT Scans. - Magg, Caroline; Verweij, Lukas P. E.; Wee, Maaike A. ter; Buijs, George S.; Dobbe, Johannes G. G.; Streekstra, Geert J.; Blankevoort, Leendert; Sánchez, Clara I. (2024)

Nodule detection and generation on chest X-rays: NODE21 Challenge. - Sogancioglu, Ecem; Ginneken, Bram van; Behrendt, Finn; Bengs, Marcel; Schlaefer, Alexander; Radu, Miron; Xu, Di; Sheng, Ke; Scalzo, Fabien; Marcus, Eric; Papa, Samuele; Teuwen, Jonas; et al. (CoRR, 2024)

Zero-shot capability of SAM-family models for bone segmentation in CT scans. - Magg, Caroline; Kervadec, Hoel; Sánchez, Clara I. (CoRR, 2024)

Uncertainty-aware retinal layer segmentation in OCT through probabilistic signed distance functions. - Islam, Mohammad Mohaiminul; Vente, Coen de; Liefers, Bart; Klaver, Caroline; Bekkers, Erik J.; Sánchez, Clara I. (CoRR, 2024)

BabyNet＋＋: Fetal birth weight prediction using biometry multimodal data acquired less than 24 hours before delivery. - Plotka, Szymon; Grzeszczyk, Michal K.; Brawura-Biskupski-Samaha, Robert; Gutaj, Pawel; Lipa, Michal; Trzcinski, Tomasz; Isgum, Ivana; Sánchez, Clara I.; Sitek, Arkadiusz (Comput. Biol. Medicine, 2023)

Automatic Segmentation of Retinal Layers in Multiple Neurodegenerative Disorder Scenarios. - Gende, Mateo; Mallen, Víctor; Moura, Joaquim de; Cordón, Beatriz; Garcia-Martin, Elena; Sánchez, Clara I.; Novo, Jorge; Ortega, Marcos (IEEE J. Biomed. Health Informatics, 2023)

On Retrospective k-space Subsampling schemes For Deep MRI Reconstruction. - Yiasemis, George; Sánchez, Clara I.; Sonke, Jan-Jakob; Teuwen, Jonas (CoRR, 2023)

AIROGS: Artificial Intelligence for RObust Glaucoma Screening Challenge. - Vente, Coen de; Vermeer, Koenraad A.; Jaccard, Nicolas; Wang, He; Sun, Hongyi; Khader, Firas; Truhn, Daniel; Aimyshev, Temirgali; Zhanibekuly, Yerkebulan; Le, Tien-Dung; Galdran, Adrian; Ballester, Miguel Ángel González; et al. (CoRR, 2023)

Understanding metric-related pitfalls in image analysis validation. - Reinke, Annika; Tizabi, Minu; Baumgartner, Michael; Eisenmann, Matthias; Heckmann-Nötzel, Doreen; Kavur, A. Emre; Rädsch, Tim; Sudre, Carole H.; Ación, Laura; Antonelli, Michela; Arbel, Tal; Bakas, Spyridon; et al. (CoRR, 2023)

JSSL: Joint Supervised and Self-supervised Learning for MRI Reconstruction. - Yiasemis, George; Moriakov, Nikita; Sánchez, Clara I.; Sonke, Jan-Jakob; Teuwen, Jonas (CoRR, 2023)

Automated COVID-19 Grading With Convolutional Neural Networks in Computed Tomography Scans: A Systematic Comparison. - Vente, Coen de; Boulogne, Luuk H.; Venkadesh, Kiran Vaidhya; Sital, Cheryl; Lessmann, Nikolas; Jacobs, Colin; Sánchez, Clara I.; Ginneken, Bram van (IEEE Trans. Artif. Intell., 2022)

Mammary duct detection using self-supervised encoders. - Doyle, Shannon; Canton, Francesco Dal; Wesseling, Jelle; Sánchez, Clara I.; Teuwen, Jonas (2022)

A deep learning framework for the detection and quantification of drusen and reticular pseudodrusen on optical coherence tomography. - Schwartz, Roy; Khalid, Hagar; Liakopoulos, Sandra; Ouyang, Yanling; Vente, Coen de; González-Gonzalo, Cristina; Lee, Aaron Y.; Guymer, Robyn H.; Chew, Emily Y.; Egan, Catherine; Wu, Zhichao; Kumar, Himeesh; et al. (CoRR, 2022)

Adversarial attack vulnerability of medical image analysis systems: Unexplored factors. - Bortsova, Gerda; González-Gonzalo, Cristina; Wetstein, Suzanne C.; Dubost, Florian; Katramados, Ioannis; Hogeweg, Laurens; Liefers, Bart; Ginneken, Bram van; Pluim, Josien P. W.; Veta, Mitko; Sánchez, Clara I.; Bruijne, Marleen de (Medical Image Anal., 2021)

Rotterdam EyePACS AIROGS train set. (Version 1.1.0) - Vente, Coen de; Vermeer, Koenraad A.; Jaccard, Nicolas; Ginneken, Bram van; Lemij, Hans G.; Sánchez, Clara I. (Zenodo, 2021)

Rotterdam EyePACS AIROGS train set - Part 1/2. (Version 1.0.0) - Vente, Coen de; Vermeer, Koenraad A.; Jaccard, Nicolas; Ginneken, Bram van; Lemij, Hans G.; Sánchez, Clara I. (Zenodo, 2021)

Rotterdam EyePACS AIROGS train set - Part 2/2. - Vente, Coen de; Vermeer, Koenraad A.; Jaccard, Nicolas; Ginneken, Bram van; Lemij, Hans G.; Sánchez, Clara I. (Zenodo, 2021)

Deep MRI Reconstruction with Radial Subsampling. - Yiasemis, George; Zhang, Chaoping; Sánchez, Clara I.; Sonke, Jan-Jakob; Teuwen, Jonas (CoRR, 2021)

Recurrent Variational Network: A Deep Learning Inverse Problem Solver applied to the task of Accelerated MRI Reconstruction. - Yiasemis, George; Sánchez, Clara I.; Sonke, Jan-Jakob; Teuwen, Jonas (CoRR, 2021)

Iterative Augmentation of Visual Evidence for Weakly-Supervised Lesion Localization in Deep Interpretability Frameworks: Application to Color Fundus Images. - González-Gonzalo, Cristina; Liefers, Bart; Ginneken, Bram van; Sánchez, Clara I. (IEEE Trans. Medical Imaging, 2020)

Adversarial Attack Vulnerability of Medical Image Analysis Systems: Unexplored Factors. - Wetstein, Suzanne C.; González-Gonzalo, Cristina; Bortsova, Gerda; Liefers, Bart; Dubost, Florian; Katramados, Ioannis; Hogeweg, Laurens; Ginneken, Bram van; Pluim, Josien P. W.; Bruijne, Marleen de; Sánchez, Clara I.; Veta, Mitko (CoRR, 2020)

Improving Automated COVID-19 Grading with Convolutional Neural Networks in Computed Tomography Scans: An Ablation Study. - Vente, Coen de; Boulogne, Luuk H.; Venkadesh, Kiran Vaidhya; Sital, Cheryl; Lessmann, Nikolas; Jacobs, Colin; Sánchez, Clara I.; Ginneken, Bram van (CoRR, 2020)

RETOUCH: The Retinal OCT Fluid Detection and Segmentation Benchmark and Challenge. - Bogunovic, Hrvoje; Venhuizen, Freerk G.; Klimscha, Sophie; Apostolopoulos, Stefanos; Bab-Hadiashar, Alireza; Bagci, Ulas; Beg, Mirza Faisal; Bekalo, Loza; Chen, Qiang; Ciller, Carlos; Gopinath, Karthik; Gostar, Amirali K.; et al. (IEEE Trans. Medical Imaging, 2019)

Dense Segmentation in Selected Dimensions: Application to Retinal Optical Coherence Tomography. - Liefers, Bart; González-Gonzalo, Cristina; Klaver, Caroline; Ginneken, Bram van; Sánchez, Clara I. (2019)

Evaluation of a deep learning system for the joint automated detection of diabetic retinopathy and age-related macular degeneration. - González-Gonzalo, Cristina; Sánchez-Gutiérrez, Verónica; Hernández-Martínez, Paula; Contreras, Inés; Lechanteur, Yara T. E.; Domanian, Artin; Ginneken, Bram van; Sánchez, Clara I. (CoRR, 2019)

A deep learning model for segmentation of geographic atrophy to study its long-term natural history. - Liefers, Bart; Colijn, Johanna M.; González-Gonzalo, Cristina; Verzijden, Timo; Mitchell, Paul; Hoyng, Carel B.; Ginneken, Bram van; Klaver, Caroline C. W.; Sánchez, Clara I. (CoRR, 2019)

Iterative augmentation of visual evidence for weakly-supervised lesion localization in deep interpretability frameworks. - González-Gonzalo, Cristina; Liefers, Bart; Ginneken, Bram van; Sánchez, Clara I. (CoRR, 2019)

Large scale deep learning for computer aided detection of mammographic lesions. - Kooi, Thijs; Litjens, Geert; Ginneken, Bram van; Gubern-Mérida, Albert; Sánchez, Clara I.; Mann, Ritse; Heeten, Ard den; Karssemeijer, Nico (Medical Image Anal., 2017)

A survey on deep learning in medical image analysis. - Litjens, Geert; Kooi, Thijs; Bejnordi, Babak Ehteshami; Setio, Arnaud Arindra Adiyoso; Ciompi, Francesco; Ghafoorian, Mohsen; Laak, Jeroen A. W. M. van der; Ginneken, Bram van; Sánchez, Clara I. (Medical Image Anal., 2017)

Fovea detection in optical coherence tomography using convolutional neural networks. - Liefers, Bart; Venhuizen, Freerk G.; Theelen, Thomas; Hoyng, Carel B.; Ginneken, Bram van; Sánchez, Clara I. (2017)

A Survey on Deep Learning in Medical Image Analysis. - Litjens, Geert; Kooi, Thijs; Bejnordi, Babak Ehteshami; Setio, Arnaud Arindra Adiyoso; Ciompi, Francesco; Ghafoorian, Mohsen; Laak, Jeroen A. W. M. van der; Ginneken, Bram van; Sánchez, Clara I. (CoRR, 2017)

Automatic detection of pleural effusion in chest radiographs. - Maduskar, Pragnya; Philipsen, Rick H. H. M.; Melendez, Jaime; Scholten, Ernst Th.; Chanda, Duncan; Ayles, Helen; Sánchez, Clara I.; Ginneken, Bram van (Medical Image Anal., 2016)

On Combining Multiple-Instance Learning and Active Learning for Computer-Aided Detection of Tuberculosis. - Melendez, Jaime; Ginneken, Bram van; Maduskar, Pragnya; Philipsen, Rick H. H. M.; Ayles, Helen; Sánchez, Clara I. (IEEE Trans. Medical Imaging, 2016)

Pulmonary Nodule Detection in CT Images: False Positive Reduction Using Multi-View Convolutional Networks. - Setio, Arnaud Arindra Adiyoso; Ciompi, Francesco; Litjens, Geert; Gerke, Paul K.; Jacobs, Colin; Riel, Sarah J. van; Wille, Mathilde Marie Winkler; Naqibullah, Matiullah; Sánchez, Clara I.; Ginneken, Bram van (IEEE Trans. Medical Imaging, 2016)

Fast Convolutional Neural Network Training Using Selective Data Sampling: Application to Hemorrhage Detection in Color Fundus Images. - Grinsven, Mark J. J. P. van; Ginneken, Bram van; Hoyng, Carel B.; Theelen, Thomas; Sánchez, Clara I. (IEEE Trans. Medical Imaging, 2016)

Location Sensitive Deep Convolutional Neural Networks for Segmentation of White Matter Hyperintensities. - Ghafoorian, Mohsen; Karssemeijer, Nico; Heskes, Tom; Uden, Inge van; Sánchez, Clara I.; Litjens, Geert; Leeuw, Frank-Erik de; Ginneken, Bram van; Marchiori, Elena; Platel, Bram (CoRR, 2016)

A Novel Multiple-Instance Learning-Based Approach to Computer-Aided Detection of Tuberculosis on Chest X-Rays. - Melendez, Jaime; Ginneken, Bram van; Maduskar, Pragnya; Philipsen, Rick H. H. M.; Reither, Klaus; Breuninger, Marianne; Adetifa, Ifedayo M. O.; Maane, Rahmatulai; Ayles, Helen; Sánchez, Clara I. (IEEE Trans. Medical Imaging, 2015)

Localized Energy-Based Normalization of Medical Images: Application to Chest Radiography. - Philipsen, Rick H. H. M.; Maduskar, Pragnya; Hogeweg, Laurens; Melendez, Jaime; Sánchez, Clara I.; Ginneken, Bram van (IEEE Trans. Medical Imaging, 2015)

Automatic Detection of Tuberculosis in Chest Radiographs Using a Combination of Textural, Focal, and Shape Abnormality Analysis. - Hogeweg, Laurens; Sánchez, Clara I.; Maduskar, Pragnya; Philipsen, Rick H. H. M.; Story, Alistair; Dawson, Rodney; Theron, Grant; Dheda, Keertan; Peters-Bax, Liesbeth; Ginneken, Bram van (IEEE Trans. Medical Imaging, 2015)

Automated age-related macular degeneration classification in OCT using unsupervised feature learning. - Venhuizen, Freerk G.; Ginneken, Bram van; Bloemen, Bart; Grinsven, Mark J. J. P. van; Philipsen, Rick H. H. M.; Hoyng, Carel B.; Theelen, Thomas; Sánchez, Clara I. (2015)

Multiple-instance learning for computer-aided detection of tuberculosis. - Melendez, Jaime; Sánchez, Clara I.; Philipsen, Rick H. H. M.; Maduskar, Pragnya; Ginneken, Bram van (2014)

Suppression of Translucent Elongated Structures: Applications in Chest Radiography. - Hogeweg, Laurens; Sánchez, Clara I.; Ginneken, Bram van (IEEE Trans. Medical Imaging, 2013)

Perceptually adapted method for optic disc detection on retinal fundus images. - Fondón, Irene; Grinsven, Mark J. J. P. van; Sánchez, Clara I.; Sáez, Aurora (2013)

A Bag of Words approach for discriminating between retinal images containing exudates or drusen. - Grinsven, Mark J. J. P. van; Chakravarty, Arunava; Sivaswamy, Jayanthi; Theelen, Thomas; Ginneken, Bram van; Sánchez, Clara I. (2013)

Automatic age-related macular degeneration detection and staging. - Grinsven, Mark J. J. P. van; Lechanteur, Yara T. E.; Ven, Johannes P. H. van de; Ginneken, Bram van; Theelen, Thomas; Sánchez, Clara I. (2013)

Contextual computer-aided detection: Improving bright lesion detection in retinal images and coronary calcification identification in CT scans. - Sánchez, Clara I.; Niemeijer, Meindert; Isgum, Ivana; Dumitrescu, Alina V.; Suttorp-Schulten, Maria S. A.; Abràmoff, Michael D.; Ginneken, Bram van (Medical Image Anal., 2012)

Clavicle segmentation in chest radiographs. - Hogeweg, Laurens; Sánchez, Clara I.; Jong, Pim A. de; Maduskar, Pragnya; Ginneken, Bram van (Medical Image Anal., 2012)

Computer-Aided Lesion Diagnosis in Automated 3-D Breast Ultrasound Using Coronal Spiculation. - Tan, Tao; Platel, Bram; Huisman, Henkjan J.; Sánchez, Clara I.; Mus, Roel; Karssemeijer, Nico (IEEE Trans. Medical Imaging, 2012)

Interactive classification of lung tissue in CT scans by combining prior and interactively obtained training data: A simulation study. - Kockelkorn, Thessa T. J. P.; Sánchez, Clara I.; Grutters, Jan C.; Ramos, Rui; Jong, Pim A. de; Viergever, Max A.; Ramos, José; Schaefer-Prokop, Cornelia; Ginneken, Bram van (2012)

Potential of a Standalone Computer-Aided Detection System for Breast Cancer Detection in Screening Mammography. - Melendez, Jaime; Sánchez, Clara I.; Hupse, Rianne; Ginneken, Bram van; Karssemeijer, Nico (2012)

Computer-Aided Detection of Ground Glass Nodules in Thoracic CT Images Using Shape, Intensity and Context Features. - Jacobs, Colin; Sánchez, Clara I.; Saur, Stefan C.; Twellmann, Thorsten; Jong, Pim A. de; Ginneken, Bram van (2011)

Retinopathy Online Challenge: Automatic Detection of Microaneurysms in Digital Color Fundus Photographs. - Niemeijer, Meindert; Ginneken, Bram van; Cree, Michael J.; Mizutani, Atsushi; Quellec, Gwenolé; Sánchez, Clara I.; Zhang, Bob; Hornero, Roberto; Lamard, Mathieu; Muramatsu, Chisako; Wu, Xiangqian; Cazuguel, Guy; et al. (IEEE Trans. Medical Imaging, 2010)

Improving hard exudate detection in retinal images through a combination of local and contextual information. - Sánchez, Clara I.; Niemeijer, Meindert; Suttorp-Schulten, Maria S. A.; Abramoff, Michael; Ginneken, Bram van (2010)

Active Learning for an Efficient Training Strategy of Computer-Aided Diagnosis Systems: Application to Diabetic Retinopathy Screening. - Sánchez, Clara I.; Niemeijer, Meindert; Abràmoff, Michael D.; Ginneken, Bram van (2010)

Neural network based detection of hard exudates in retinal images. - García, María; Sánchez, Clara I.; López, María Isabel; Abásolo, Daniel E.; Hornero, Roberto (Comput. Methods Programs Biomed., 2009)

Retinal image analysis based on mixture models to detect hard exudates. - Sánchez, Clara I.; García, María; Mayo, Agustín; López, María Isabel; Hornero, Roberto (Medical Image Anal., 2009)

Mixture model-based clustering and logistic regression for automatic detection of microaneurysms in retinal images. - Sánchez, Clara I.; Hornero, Roberto; Mayo, Agustín; García, María (2009)

Active learning approach for detection of hard exudates, cotton wool spots, and drusen in retinal images. - Sánchez, Clara I.; Niemeijer, Meindert; Kockelkorn, Thessa T. J. P.; Abràmoff, Michael D.; Ginneken, Bram van (2009)

Variability, regularity, and complexity of time series generated by schizophrenic patients and control subjects. - Hornero, Roberto; Abásolo, Daniel E.; Jimeno, Natalia; Sánchez, Clara I.; Poza, Jesús; Aboy, Mateo (IEEE Trans. Biomed. Eng., 2006)

Automatic Image Processing Algorithm to Detect Hard Exudates based on Mixture Models. - Sánchez, Clara I.; Mayo, Agustín; García, María; López, María Isabel; Hornero, Roberto (2006)