Ginneken, Bram van: search on Z-Library

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1

A survey on deep learning in medical image analysis

Litjens, Geert, Kooi, Thijs, Bejnordi, Babak Ehteshami, Setio, Arnaud Arindra Adiyoso, Ciompi, Francesco, Ghafoorian, Mohsen, van der Laak, Jeroen A.W.M., van Ginneken, Bram, Sánchez, Clara I.

Journal:

Medical Image Analysis

Year:

2017

Language:

english

File:

PDF, 7.49 MB

english, 2017

2

Diagnostic Assessment of Deep Learning Algorithms for Detection of Lymph Node Metastases in Women With Breast Cancer

Ehteshami Bejnordi, Babak, Veta, Mitko, Johannes van Diest, Paul, van Ginneken, Bram, Karssemeijer, Nico, Litjens, Geert, van der Laak, Jeroen A. W. M., Hermsen, Meyke, Manson, Quirine F, Balkenhol, M

Journal:

JAMA The Journal of the American Medical Association

Year:

2017

Language:

english

File:

PDF, 3.17 MB

english, 2017

3

Diffuse and Specular Reflectance from Rough Surfaces

van Ginneken, Bram, Stavridi, Marigo, Koenderink, Jan J.

Journal:

Year:

1998

Language:

english

File:

PDF, 317 KB

english, 1998

4

Guest Editorial Deep Learning in Medical Imaging: Overview and Future Promise of an Exciting New Technique

Greenspan, Hayit, van Ginneken, Bram, Summers, Ronald M.

Journal:

IEEE Transactions on Medical Imaging

Year:

2016

Language:

english

File:

PDF, 786 KB

english, 2016

5

Fast convolutional neural network training using selective data sampling: Application to hemorrhage detection in color fundus images

van Grinsven, Mark, van Ginneken, Bram, Hoyng, Carel, Theelen, Thomas, Sanchez, Clara

Journal:

IEEE Transactions on Medical Imaging

Year:

2016

Language:

english

File:

PDF, 14.67 MB

english, 2016

6

GANs for Medical Image Analysis

Kazeminia, Salome, Baur, Christoph, Kuijper, Arjan, van Ginneken, Bram, Navab, Nassir, Albarqouni, Shadi, Mukhopadhyay, Anirban

Journal:

Artificial Intelligence in Medicine

Year:

2020

File:

PDF, 19.54 MB

2020

7

Distribution of emphysema in heavy smokers: Impact on pulmonary function

Hester A. Gietema, Pieter Zanen, Arnold Schilham, Bram van Ginneken, Rob J. van Klaveren, Mathias Prokop, Jan Willem J. Lammers

Journal:

Respiratory Medicine

Year:

2010

Language:

english

File:

PDF, 339 KB

english, 2010

8

Automated Fetal Head Detection and Circumference Estimation from Free-Hand Ultrasound Sweeps Using Deep Learning in Resource-Limited Countries

van den Heuvel, Thomas L.A., Petros, Hezkiel, Santini, Stefano, de Korte, Chris L., van Ginneken, Bram

Journal:

Ultrasound in Medicine & Biology

Year:

2018

Language:

english

File:

PDF, 1.66 MB

english, 2018

9

Pulmonary nodule detection in CT images: false positive reduction using multi-view convolutional networks

Setio, Arnaud Arindra Adiyoso, Ciompi, Francesco, Litjens, Geert, Gerke, Paul, Jacobs, Colin, van Riel, Sarah, Winkler Wille, Mathilde, Naqibullah, Matiullah, Sanchez, Clara, van Ginneken, Bram

Journal:

IEEE Transactions on Medical Imaging

Year:

2016

Language:

english

File:

PDF, 836 KB

english, 2016

10

Automatic Segmentation of the Pulmonary Lobes From Chest CT Scans Based on Fissures, Vessels, and Bronchi

Lassen, Bianca, van Rikxoort, Eva M., Schmidt, Michael, Kerkstra, Sjoerd, van Ginneken, Bram, Kuhnigk, Jan-Martin

Journal:

IEEE Transactions on Medical Imaging

Year:

2013

Language:

english

File:

PDF, 32.98 MB

english, 2013

11

SPIE Proceedings [SPIE SPIE Medical Imaging - Lake Buena Vista, Florida (Saturday 12 February 2011)] Medical Imaging 2011: Computer-Aided Diagnosis - Incorporating domain knowledge for tubule detection in breast histopathology using O'Callaghan neighborhoods

Basavanhally, Ajay, Summers, Ronald M., van Ginneken, Bram, Yu, Elaine, Xu, Jun, Ganesan, Shridar, Feldman, Michael, Tomaszewski, John, Madabhushi, Anant

Year:

2011

Language:

english

File:

PDF, 13.19 MB

english, 2011

12

SPIE Proceedings [SPIE SPIE Medical Imaging - San Diego, California, USA (Saturday 4 February 2012)] Medical Imaging 2012: Computer-Aided Diagnosis - Automatic computation of 2D cardiac measurements from B-mode echocardiography

Park, JinHyeong, Feng, Shaolei, Zhou, S. Kevin, van Ginneken, Bram, Novak, Carol L.

Year:

2012

Language:

english

File:

PDF, 7.92 MB

english, 2012

13

SPIE Proceedings [SPIE SPIE Medical Imaging - San Diego, California, USA (Saturday 4 February 2012)] Medical Imaging 2012: Computer-Aided Diagnosis - An intelligent pre-processing framework for standardizing medical images for CAD and other post-processing applications

Raghupathi, Lakshminarasimhan, Devarakota, Pandu R., Wolf, Matthias, van Ginneken, Bram, Novak, Carol L.

Year:

2012

Language:

english

File:

PDF, 1.27 MB

english, 2012

14

SPIE Proceedings [SPIE SPIE Medical Imaging - San Diego, California, USA (Saturday 4 February 2012)] Medical Imaging 2012: Computer-Aided Diagnosis - Computer-aided detection of polyps in CT colonography by means of AdaBoost

Xu, Jian-Wu, Suzuki, Kenji, van Ginneken, Bram, Novak, Carol L.

Year:

2012

Language:

english

File:

PDF, 808 KB

english, 2012

15

Reflectance and texture of real-world surfaces

Dana, Kristin J., van Ginneken, Bram, Nayar, Shree K., Koenderink, Jan J.

Journal:

ACM Transactions on Graphics

Year:

1999

Language:

english

File:

PDF, 6.62 MB

english, 1999

16

A Deep Learning Model for Segmentation of Geographic Atrophy to Study Its Long-Term Natural History

Liefers, Bart, Colijn, Johanna M., GonzÃ¡lez-Gonzalo, Cristina, Verzijden, Timo, Wang, Jie Jin, Joachim, Nichole, Mitchell, Paul, Hoyng, Carel B., van Ginneken, Bram, Klaver, Caroline C.W., SÃ¡nchez,

Journal:

Year:

2020

Language:

english

File:

PDF, 2.77 MB

english, 2020

17

SPIE Proceedings [SPIE SPIE Medical Imaging - Lake Buena Vista, Florida (Saturday 12 February 2011)] Medical Imaging 2011: Computer-Aided Diagnosis - A context-aware approach to content-based image retrieval of lung nodules

Gardner, Jacob V., Summers, Ronald M., van Ginneken, Bram, Raicu, Daniela, Furst, Jacob

Year:

2011

Language:

english

File:

PDF, 724 KB

english, 2011

18

Automatic Calcium Scoring in Low-Dose Chest CT Using Deep Neural Networks With Dilated Convolutions

Lessmann, Nikolas, van Ginneken, Bram, Zreik, Majd, de Jong, Pim A., de Vos, Bob D., Viergever, Max A., Isgum, Ivana

Journal:

IEEE Transactions on Medical Imaging

Year:

2018

Language:

english

File:

PDF, 2.82 MB

english, 2018

19

Automatic liver tumor segmentation in CT with fully convolutional neural networks and object-based postprocessing

Chlebus, Grzegorz, Schenk, Andrea, Moltz, Jan Hendrik, van Ginneken, Bram, Hahn, Horst Karl, Meine, Hans

Journal:

Scientific Reports

Year:

2018

Language:

english

File:

PDF, 2.02 MB

english, 2018

20

Anniversary Paper: Image processing and manipulation through the pages of Medical Physics

Armato, Samuel G., van Ginneken, Bram

Journal:

Medical Physics

Year:

2008

Language:

english

File:

PDF, 1.25 MB

english, 2008

21

SPIE Proceedings [SPIE SPIE Medical Imaging - Lake Buena Vista, Florida (Saturday 12 February 2011)] Medical Imaging 2011: Computer-Aided Diagnosis - Fast localization of optic disc and fovea in retinal images for eye disease screening

Yu, H., Summers, Ronald M., van Ginneken, Bram, Barriga, S., Agurto, C., Echegaray, S., Pattichis, M., Zamora, G., Bauman, W., Soliz, P.

Year:

2011

Language:

english

File:

PDF, 4.92 MB

english, 2011

22

SPIE Proceedings [SPIE SPIE Medical Imaging - San Diego, California, USA (Saturday 4 February 2012)] Medical Imaging 2012: Computer-Aided Diagnosis - Automated scoring of regional lung perfusion in children from contrast enhanced 3D MRI

Heimann, Tobias, Eichinger, Monika, Bauman, Grzegorz, Bischoff, Arved, Puderbach, Michael, Meinzer, Hans-Peter, van Ginneken, Bram, Novak, Carol L.

Year:

2012

Language:

english

File:

PDF, 225 KB

english, 2012

23

SPIE Proceedings [SPIE Medical Imaging - San Diego, CA (Saturday 11 February 2006)] Medical Imaging 2006: Image Processing - Improving computer-aided diagnosis of interstitial disease in chest radiographs by combining one-class and two-class classifiers

Arzhaeva, Yulia, Reinhardt, Joseph M., Pluim, Josien P. W., Tax, David, van Ginneken, Bram

Year:

2006

Language:

english

File:

PDF, 160 KB

english, 2006

24

Brock malignancy risk calculator for pulmonary nodules: validation outside a lung cancer screening population

Chung, Kaman, Mets, Onno M, Gerke, Paul K, Jacobs, Colin, den Harder, Annemarie M, Scholten, Ernst T, Prokop, Mathias, de Jong, Pim A, van Ginneken, Bram, Schaefer-Prokop, Cornelia M

Journal:

Year:

2018

Language:

english

File:

PDF, 602 KB

english, 2018

25

Deep Learning for Triage of Chest Radiographs: Should Every Institution Train Its Own System?

van Ginneken, Bram

Journal:

Year:

2018

Language:

english

File:

PDF, 114 KB

english, 2018

26

SPIE Proceedings [SPIE SPIE Medical Imaging - San Diego, California, USA (Saturday 4 February 2012)] Medical Imaging 2012: Computer-Aided Diagnosis - A new approach to measuring tortuosity

Wert, Amanda, Scott, Sherry E., van Ginneken, Bram, Novak, Carol L.

Year:

2012

Language:

english

File:

PDF, 427 KB

english, 2012

27

Deep multi-scale location-aware 3D convolutional neural networks for automated detection of lacunes of presumed vascular origin

Ghafoorian, Mohsen, Karssemeijer, Nico, Heskes, Tom, Bergkamp, Mayra, Wissink, Joost, Obels, Jiri, Keizer, Karlijn, Leeuw, Frank-Erik de, Ginneken, Bram van, Marchiori, Elena, Platel, Bram

Journal:

NeuroImage: Clinical

Year:

2017

Language:

english

File:

PDF, 17.18 MB

english, 2017

28

Coronary Artery Calcium Can Predict All-Cause Mortality and Cardiovascular Events on Low-Dose CT Screening for Lung Cancer

Jacobs, Peter C., Gondrie, Martijn J. A., van der Graaf, Yolanda, de Koning, Harry J., Isgum, Ivana, van Ginneken, Bram, Mali, Willem P. T. M.

Journal:

American Journal of Roentgenology

Year:

2012

Language:

english

File:

PDF, 637 KB

english, 2012

29

SPIE Proceedings [SPIE SPIE Medical Imaging - San Diego, California, USA (Saturday 4 February 2012)] Medical Imaging 2012: Computer-Aided Diagnosis - Automated incision line determination for virtual unfolded view generation of the stomach from 3D abdominal CT images

Suito, Tomoaki, Oda, Masahiro, Kitasaka, Takayuki, Iinuma, Gen, Misawa, Kazunari, Nawano, Shigeru, Mori, Kensaku, van Ginneken, Bram, Novak, Carol L.

Year:

2012

Language:

english

File:

PDF, 12.00 MB

english, 2012

30

Automatic detection of large pulmonary solid nodules in thoracic CT images

Setio, Arnaud A. A., Jacobs, Colin, Gelderblom, Jaap, van Ginneken, Bram

Journal:

Medical Physics

Year:

2015

Language:

english

File:

PDF, 5.46 MB

english, 2015

31

Texture histograms as a function of irradiation and viewing direction

Bram Van Ginneken, Jan J. Koenderink, Kristin J. Dana

Journal:

International Journal of Computer Vision

Year:

1999

Language:

english

File:

PDF, 1.29 MB

english, 1999

32

Large scale deep learning for computer aided detection of mammographic lesions

Kooi, Thijs, Litjens, Geert, van Ginneken, Bram, Gubern-Mérida, Albert, Sánchez, Clara I., Mann, Ritse, den Heeten, Ard, Karssemeijer, Nico

Journal:

Medical Image Analysis

Year:

2017

Language:

english

File:

PDF, 2.43 MB

english, 2017

33

SPIE Proceedings [SPIE SPIE Medical Imaging - San Diego, California, USA (Saturday 4 February 2012)] Medical Imaging 2012: Computer-Aided Diagnosis - A robust automated method to detect stent struts in 3D intravascular optical coherence tomographic image sequences

Wang, A., Eggermont, J., Dekker, N., Garcia-Garcia, H. M., Pawar, R., Reiber, J. H. C., Dijkstra, J., van Ginneken, Bram, Novak, Carol L.

Year:

2012

Language:

english

File:

PDF, 18.14 MB

english, 2012

34

Automated Staging of Age-Related Macular Degeneration Using Optical Coherence Tomography

Venhuizen, Freerk G., van Ginneken, Bram, van Asten, Freekje, van Grinsven, Mark J. J. P., Fauser, Sascha, Hoyng, Carel B., Theelen, Thomas, Sánchez, Clara I.

Journal:

Investigative Opthalmology & Visual Science

Year:

2017

Language:

english

File:

PDF, 1.39 MB

english, 2017

35

A computer-aided diagnosis system for detection of lung nodules in chest radiographs with an evaluation on a public database

Arnold M.R. Schilham, Bram van Ginneken, Marco Loog

Journal:

Medical Image Analysis

Year:

2006

Language:

english

File:

PDF, 418 KB

english, 2006

36

Monitoring of Smoking-induced Emphysema with CT in a Lung Cancer Screening Setting: Detection of Real Increase in Extent of Emphysema 1

Gietema, Hester A., Schilham, Arnold M., van Ginneken, Bram, van Klaveren, Rob J., Lammers, Jan Willem J., Prokop, Mathias

Journal:

Year:

2007

Language:

english

File:

PDF, 324 KB

english, 2007

37

SPIE Proceedings [SPIE SPIE Medical Imaging - San Diego, California, USA (Saturday 4 February 2012)] Medical Imaging 2012: Computer-Aided Diagnosis - Automated detection of contractile abnormalities from stress-rest motion changes

Karimi-Ashtiani, Shahryar, Arsanjani, Reza, Fish, Mathews, Berman, Daniel, Kavanagh, Paul, Germano, Guido, Slomka, Piotr, van Ginneken, Bram, Novak, Carol L.

Year:

2012

Language:

english

File:

PDF, 318 KB

english, 2012

38

Discriminating solitary cysts from soft tissue lesions in mammography using a pretrained deep convolutional neural network

Kooi, Thijs, van Ginneken, Bram, Karssemeijer, Nico, den Heeten, Ard

Journal:

Medical Physics

Year:

2017

Language:

english

File:

PDF, 1.07 MB

english, 2017

39

Computer-aided detection of pulmonary nodules: a comparative study using the public LIDC/IDRI database

Jacobs, Colin, van Rikxoort, Eva M., Murphy, Keelin, Prokop, Mathias, Schaefer-Prokop, Cornelia M., van Ginneken, Bram

Journal:

European Radiology

Year:

2016

Language:

english

File:

PDF, 2.15 MB

english, 2016

40

SPIE Proceedings [SPIE SPIE Medical Imaging - San Diego, California, USA (Saturday 4 February 2012)] Medical Imaging 2012: Computer-Aided Diagnosis - Breast image feature learning with adaptive deconvolutional networks

Jamieson, Andrew R., Drukker, Karen, Giger, Maryellen L., van Ginneken, Bram, Novak, Carol L.

Year:

2012

Language:

english

File:

PDF, 2.31 MB

english, 2012

41

SPIE Proceedings [SPIE SPIE Medical Imaging - Lake Buena Vista, Florida (Saturday 12 February 2011)] Medical Imaging 2011: Computer-Aided Diagnosis - Automatic measurement of early gestational sac diameters from one scan session

Zhang, Ling, Chen, Siping, Li, Shengli, Wang, Tianfu, Summers, Ronald M., van Ginneken, Bram

Year:

2011

Language:

english

File:

PDF, 947 KB

english, 2011

42

Deep learning as a tool for increased accuracy and efficiency of histopathological diagnosis

Litjens, Geert, Sánchez, Clara I., Timofeeva, Nadya, Hermsen, Meyke, Nagtegaal, Iris, Kovacs, Iringo, Hulsbergen - van de Kaa, Christina, Bult, Peter, van Ginneken, Bram, van der Laak, Jeroen

Journal:

Scientific Reports

Year:

2016

Language:

english

File:

PDF, 1.57 MB

english, 2016

43

Dimensionality reduction of image features using the canonical contextual correlation projection

Marco Loog, Bram van Ginneken, Robert P.W. Duin

Journal:

Pattern Recognition

Year:

2005

Language:

english

File:

PDF, 508 KB

english, 2005

44

Automatic classification of pulmonary peri-fissural nodules in computed tomography using an ensemble of 2D views and a convolutional neural network out-of-the-box

Ciompi, Francesco, de Hoop, Bartjan, van Riel, Sarah J., Chung, Kaman, Scholten, Ernst Th., Oudkerk, Matthijs, de Jong, Pim A, Prokop, Mathias, Ginneken, Bram van

Journal:

Medical Image Analysis

Year:

2015

Language:

english

File:

PDF, 10.11 MB

english, 2015

45

SPIE Proceedings [SPIE SPIE Medical Imaging - Lake Buena Vista, Florida (Saturday 12 February 2011)] Medical Imaging 2011: Computer-Aided Diagnosis - Automatic breast density segmentation based on pixel classification

Kallenberg, Michiel G. J., Lokate, Mariëtte A. J., van Gils, Carla H., Karssemeijer, Nico, Summers, Ronald M., van Ginneken, Bram

Year:

2011

Language:

english

File:

PDF, 630 KB

english, 2011

46

Automatic detection of calcifications in the aorta from CT scans of the abdomen1

Isgum, Ivana, van Ginneken, Bram, Olree, Marco

Journal:

Academic Radiology

Year:

2004

Language:

english

File:

PDF, 276 KB

english, 2004

47

Solid, Part-Solid, or Non-Solid?

Jacobs, Colin, van Rikxoort, Eva M., Scholten, Ernst Th., de Jong, Pim A., Prokop, Mathias, Schaefer-Prokop, Cornelia, van Ginneken, Bram

Journal:

Investigative Radiology

Year:

2015

Language:

english

File:

PDF, 1.07 MB

english, 2015

48

SPIE Proceedings [SPIE SPIE Medical Imaging - San Diego, California, USA (Saturday 4 February 2012)] Medical Imaging 2012: Computer-Aided Diagnosis - Perceptual mass segmentation using eye-tracking and seed-growing

Ke, Erting, Liu, Wei, Xu, Weidong, Li, Lihua, Zheng, Bin, Zhang, Juan, Zhang, Lingnan, van Ginneken, Bram, Novak, Carol L.

Year:

2012

Language:

english

File:

PDF, 5.40 MB

english, 2012

49

SPIE Proceedings [SPIE SPIE Medical Imaging - Lake Buena Vista, FL (Saturday 7 February 2009)] Medical Imaging 2009: Image Processing - Registration of 3D spectral OCT volumes using 3D SIFT feature point matching

Niemeijer, Meindert, Pluim, Josien P. W., Dawant, Benoit M., Garvin, Mona K., Lee, Kyungmoo, van Ginneken, Bram, Abràmoff, Michael D., Sonka, Milan

Year:

2009

Language:

english

File:

PDF, 1.31 MB

english, 2009

50

Computer-Aided Segmentation and Volumetry of Artificial Ground-Glass Nodules at Chest CT

Scholten, Ernst Th., Jacobs, Colin, van Ginneken, Bram, Willemink, Martin J., Kuhnigk, Jan-Martin, van Ooijen, Peter M. A., Oudkerk, Matthijs, Mali, Willem P. Th. M., de Jong, Pim A.

Journal:

American Journal of Roentgenology

Year:

2013

Language:

english

File:

PDF, 730 KB

english, 2013

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