Publications of Rick Philipsen

2018

Papers in international journals

  1. R.C. Koesoemadinata, K. Kranzer, R. Livia, N. Susilawati, J. Annisa, N.N.M. Soetedjo, R. Ruslami, R. Philipsen, B. van Ginneken, R.D. Soetikno, R. van Crevel, B. Alisjahbana and P.C. Hill. "Computer-assisted chest radiography reading for tuberculosis screening in people living with diabetes mellitus", International Journal of Tuberculosis and Lung Disease 2018;22:1088-1094. Abstract/PDF DOI PMID

  2. J. Melendez, L. Hogeweg, C.I. Sánchez, R.H.H.M. Philipsen, R.W. Aldridge, A. Hayward, I. Abubakar, B. van Ginneken and A. Story. "Accuracy of an automated system for tuberculosis detection on chest radiographs in high-risk screening", International Journal of Tuberculosis and Lung Disease 2018;22(5):567-571. Abstract/PDF DOI PMID


2017

Papers in international journals

  1. J. Melendez, R.H.H.M. Philipsen, P. Chanda-Kapata, V. Sunkutu, N. Kapata and B. van Ginneken. "Automatic versus human reading of chest X-rays in the Zambia National Tuberculosis Prevalence Survey", International Journal of Tuberculosis and Lung Disease 2017;21:880-886. Abstract/PDF DOI PMID

  2. L. Hogeweg, C.I. Sánchez, P. Maduskar, R.H.H.M. Philipsen and B. van Ginneken. "Fast and effective quantification of symmetry in medical images for pathology detection: application to chest radiography", Medical Physics 2017;44(6):2242-2256. Abstract/PDF DOI PMID


2016

Papers in international journals

  1. J. Melendez, C.I. Sanchez, R.H.H.M. Philipsen, P. Maduskar, R. Dawson, G. Theron, K. Dheda and B. van Ginneken. "An automated tuberculosis screening strategy combining X-ray-based computer-aided detection and clinical information", Nature Scientific Reports 2016;6:25265. Abstract/PDF DOI PMID

  2. P. Maduskar, R.H.M.M. Philipsen, J. Melendez, E. Scholten, D. Chanda, H. Ayles, C.I. Sánchez and B. van Ginneken. "Automatic detection of pleural effusion in chest radiographs", Medical Image Analysis 2016;28:22-32. Abstract/PDF DOI PMID

  3. J. Melendez, B. van Ginneken, P. Maduskar, R. Philipsen, H. Ayles and C.I. Sánchez. "On Combining Multiple-Instance Learning and Active Learning for Computer-Aided Detection of Tuberculosis", IEEE Transactions on Medical Imaging 2016;35(4):1013-1024. Abstract/PDF DOI PMID


2015

Papers in international journals

  1. R. Philipsen, C.I. Sánchez, P. Maduskar, J. Melendez, L. Peters-Bax, J. Peter, R. Dawson, G. Theron, K. Dheda and B. van Ginneken. "Automated chest-radiography as a triage for Xpert testing in resource-constrained settings: a prospective study of diagnostic accuracy and costs", Nature Scientific Reports 2015;5. Abstract/PDF DOI PMID

  2. R. Philipsen, P. Maduskar, L. Hogeweg, J. Melendez, C.I. Sánchez and B. van Ginneken. "Localized energy-based normalization of medical images: application to chest radiography", IEEE Transactions on Medical Imaging 2015;34:1965-75. Abstract/PDF DOI PMID

  3. L. Hogeweg, C.I. Sánchez, P. Maduskar, R. Philipsen, A. Story, R. Dawson, G. Theron, K. Dheda, L. Peters-Bax and B. van Ginneken. "Automatic detection of tuberculosis in chest radiographs using a combination of textural, focal, and shape abnormality analysis", IEEE Transactions on Medical Imaging 2015;34(12):2429-2442. Abstract/PDF DOI PMID

  4. J. Melendez, B. van Ginneken, P. Maduskar, R.H.H.M. Philipsen, K. Reither, M. Breuninger, I.M.O. Adetifa, R. Maane, H. Ayles and C.I. Sánchez. "A Novel Multiple-Instance Learning-Based Approach to Computer-Aided Detection of Tuberculosis on Chest X-Rays", IEEE Transactions on Medical Imaging 2015;34:179-192. Abstract/PDF DOI PMID


Papers in conference proceedings

  1. F.G. Venhuizen, B. van Ginneken, B. Bloemen, M.J.J.P. van Grinsven, R. Philipsen, C. Hoyng, T. Theelen and C.I. Sánchez. "Automated Age-Related Macular Degeneration Classification in OCT using Unsupervised Feature Learning", in: Medical Imaging, volume 9414 of Proceedings of the SPIE, 2015. Abstract/PDF DOI


Abstracts

  1. R.H. Philipsen, C.I. Sánchez, P. Maduskar, J. Melendez, B. van Ginneken and W. Lew. "Objective Computerized Chest Radiography Screening to Detect Tuberculosis in the Philippines", in: Union World Conference on Lung Health, 2015. Abstract


2014

Papers in international journals

  1. M. Breuninger, B. van Ginneken, R.H.H.M. Philipsen, F. Mhimbira, J.J. Hella, F. Lwilla, J. van den Hombergh, A. Ross, L. Jugheli, D. Wagner and K. Reither. "Diagnostic accuracy of computer-aided detection of pulmonary tuberculosis in chest radiographs: a validation study from sub-saharan Africa", PLoS One 2014;9:e106381. Abstract/PDF DOI PMID


Papers in conference proceedings

  1. S.P. Rabbani, P. Maduskar, R.H.H.M. Philipsen, L. Hogeweg and B. van Ginneken. "Effect of image variation on computer aided detection systems", in: Medical Imaging, volume 9035 of Proceedings of the SPIE, 2014, pages 90352H-1-90352H-8. Abstract/PDF DOI

  2. J. Melendez, C.I. Sánchez, R.H.H.M. Philipsen, P. Maduskar and B. van Ginneken. "Multiple-instance learning for computer-aided detection of tuberculosis", in: Medical Imaging, volume 9035 of Proceedings of the SPIE, 2014, page 90351J. Abstract/PDF DOI


Abstracts

  1. R. Philipsen, P. Maduskar, L. Hogeweg, J. Melendez, C.I. Sánchez and B. van Ginneken. "Robust Computer-Aided Detection of Tuberculosis in Chest Radiographs Using Energy Normalization", in: Annual Meeting of the Radiological Society of North America, 2014. Abstract

  2. A. Khan, A. Zaidi, R. Philipsen, S. Khowaja, B. van Ginneken, A. Khan and T. Dossul. "Detection of Chest X-ray abnormalities and tuberculosis using computer-aided detection vs interpretation by radiologists and a clinical officer", in: 45th World Conference on Lung Health, 2014. Abstract

  3. A. Zaidi, N. Khalid, R. Philipsen, B. van Ginneken, S. Khowaja and A. Khan. "Symptomatic screening and computer-aided radiography for active-case finding of tuberculosis: a prediction model for TB case detection", in: 45th World Conference on Lung Health, 2014. Abstract


2013

Papers in conference proceedings

  1. B. van Ginneken, R.H.H.M. Philipsen, L. Hogeweg, P. Maduskar, J.C. Melendez, C.I. Sánchez, R. Maane, B. dei Alorse, U. d'Alessandro and I.M.O. Adetifa. "Automated Scoring of Chest Radiographs for Tuberculosis Prevalence Surveys: A Combined Approach", in: The Fifth International Workshop on Pulmonary Image Analysis, 2013, pages 9-19. Abstract/PDF

  2. R. Philipsen, P. Maduskar, L. Hogeweg and B. van Ginneken. "Normalization of Chest Radiographs", in: Medical Imaging, volume 8670 of Proceedings of the SPIE, 2013, page 86700G. Abstract/PDF DOI

  3. P. Maduskar, L. Hogeweg, R. Philipsen and B. van Ginneken. "Automated localization of costophrenic recesses and costophrenic angle measurement on frontal chest radiographs", in: Medical Imaging, volume 8670 of Proceedings of the SPIE, 2013, page 867038. Abstract/PDF DOI

  4. P. Maduskar, L. Hogeweg, R. Philipsen, S. Schalekamp and B. van Ginneken. "Improved texture analysis for automatic detection of Tuberculosis (TB) on Chest Radiographs with Bone Suppression images", in: Medical Imaging, volume 8670 of Proceedings of the SPIE, 2013, page 86700H. Abstract/PDF DOI


Abstracts

  1. B. van Ginneken, E.M. van Rikxoort, S.J. Lafebre, C. Jacobs, M. Schmidt, J.-M. Kuhnigk, M. Prokop, C.M. Schaefer-Prokop, J. Charbonnier, L. Hogeweg, P. Maduskar, L. Gallardo-Estrella, R. Philipsen and B. Lassen. "CIRRUS Lung: an optimized workflow for quantitative image analysis of thoracic computed tomography and chest radiography for major pulmonary diseases: chronic obstructive pulmonary disease, lung cancer and tuberculosis", in: Annual Meeting of the Radiological Society of North America, 2013. Abstract