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  • Peter H.N. de With
2020

ASTEROIDS: A Stixel Tracking Extrapolation-based Relevant Obstacle Impact Detection System

Sanberg, W. P., Dubbelman, G. & de With, P. H. N., 13 May 2020, (Accepted/In press) In : IEEE Transactions on Intelligent Vehicles.

Research output: Contribution to journalArticleAcademicpeer-review

Automated discomfort detection for premature infants in NICU using time-frequency feature-images and CNNs

Sun, Y., Kommers, D., Tan, T., Wang, W., Long, X., Shan, C., van Pul, C., Aarts, R. M., Andriessen, P. & de With, P. H. N., 2020, SPIE Medical Imaging. SPIE, Vol. 11314. 8 p. 11314

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Deep learning algorithm detection of Barrett's neoplasia with high accuracy during live endoscopic procedures: a pilot study (with video)

de Groof, A. J., Struyvenberg, M. R., Fockens, K. N., van der Putten, J., van der Sommen, F., Boers, T. G., Zinger, S., Bisschops, R., de With, P. H., Pouw, R. E., Curvers, W. L., Schoon, E. J. & Bergman, J. J. G. H. M., 9 Jan 2020, In : Gastrointestinal Endoscopy. 91, 6, p. 1242-1250 9 p.

Research output: Contribution to journalArticleAcademicpeer-review

1 Citation (Scopus)

Deep-learning system detects neoplasia in patients with Barrett’s Esophagus with higher accuracy than endoscopists in a multi-step training and validation study with benchmarking

de Groof, A. J., Struyvenberg, M. R., van der Putten, J., van der Sommen, F., Fockens, K. N., Curvers, W. L., Zinger, S., Pouw, R. E., Coron, E., Baldaque-Silva, F., Pech, O., Weusten, B., Meining, A., Neuhaus, H., Bisschops, R. R., Dent, J., Schoon, E. J., de With, P. H. N. & Bergman, J. J., Mar 2020, In : Gastroenterology. 158, 4, p. 915-929.e4

Research output: Contribution to journalArticleAcademicpeer-review

4 Citations (Scopus)

Deep principal dimension encoding for the classification of early neoplasia in Barrett's Esophagus with volumetric laser endomicroscopy

van der Putten, J., Struyvenberg, M., de Groof, J., Scheeve, T., Curvers, W., Schoon, E., Bergman, J. J. G. H. M., de With, P. H. N. & van der Sommen, F., Mar 2020, In : Computerized Medical Imaging and Graphics. 80, 10 p., 101701.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
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15 Downloads (Pure)

Feasibility study of catheter segmentation in 3D Frustum Ultrasounds by DCNN

Min, L., Yang, H., Shan, C., Kolen, A. F. & de With, P., 16 Mar 2020, Image-Guided Procedures, Robotic Interventions, and Modeling. SPIE, 6 p. 1131521. (Proceedings of SPIE; no. 11315).

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Open Access
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12 Downloads (Pure)

Improving open-set person re-identification by statistics-driven gallery refinement

Alkanat, T., Bondarev, E. & De With, P. H. N., 31 Jan 2020, 12th International Conference on Machine Vision, ICMV 2019. Osten, W., Nikolaev, D. & Zhou, J. (eds.). SPIE, 8 p. 114330V. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 11433).

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Open Access
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37 Downloads (Pure)

Machine learning in GI endoscopy: practical guidance in how to interpret a novel field

van der Sommen, F., de Groof, J., Struyvenberg, M., van der Putten, J., Boers, T., Fockens, K., Schoon, E. J., Curvers, W., de With, P., Mori, Y., Byrne, M. & Bergman, J. J. G. H. M., 11 May 2020, In : Gut.

Research output: Contribution to journalReview articleAcademicpeer-review

Multi-branch convolutional descriptors for content-based remote sensing image retrieval

Imbriaco, R., Alkanat, T., Bondarev, E. & de With, P. H. N., 1 Jan 2020, VISAPP. Farinella, G. M., Radeva, P. & Braz, J. (eds.). SCITEPRESS-Science and Technology Publications, Lda., p. 242-249 8 p. (VISIGRAPP 2020 - Proceedings of the 15th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications; vol. 5).

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Prediction of transient tumor enlargement using MRI tumor texture after radiosurgery on vestibular schwannoma

Langenhuizen, P. P. J. H., Sebregts, S. H. P., Zinger, S., Leenstra, S., Verheul, H. B. & de With, P. H. N., 1 Apr 2020, In : Medical Physics. 47, 4, p. 1692-1701 10 p., 4.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
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1 Downloads (Pure)

SSD-ML: hierarchical object classification for traffic surveillance

Zwemer, M., Wijnhoven, R. G. J. & de With, P. H. N., 27 Feb 2020, 15th International Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISAPP2020). SCITEPRESS-Science and Technology Publications, Lda., 10 p. VISAPP20-RP-35

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Open Access
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15 Downloads (Pure)
2019

Aggregated deep local features for remote sensing image retrieval

Imbriaco, R., Sebastian, C., Bondarau, E. & de With, P., 1 Mar 2019, In : Remote Sensing. 11, 5, 23 p., 493.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
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8 Citations (Scopus)
37 Downloads (Pure)

A novel clinical gland feature for detection of early Barrett’s neoplasia using volumetric laser endomicroscopy

Scheeve, T., Struyvenberg, M. R., Curvers, W. L., de Groof, J., Schoon, E. J., Bergman, J. J. G. H. M., van der Sommen, F. & de With, P. H. N., 13 Mar 2019, Medical Imaging 2019: Computer-Aided Diagnosis: Computer-Aided Diagnosis. Mori, K. & Hahn, H. K. (eds.). Bellingham: SPIE, 6 p. 10950-70. (Proceedings of SPIE; vol. 10950).

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

1 Citation (Scopus)
2 Downloads (Pure)

Automated catheter localization in volumetric ultrasound using 3D patch-wise U-net with focal loss

Yang, H., Shan, C., Kolen, A. F. & de With, P., Sep 2019, 2019 IEEE International Conference on Image Processing, ICIP 2019 - Proceedings. Piscataway: Institute of Electrical and Electronics Engineers, p. 1346-1350 5 p. 8803045

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Automated tumor assessment of squamous cell carcinoma on tongue cancer patients with hyperspectral imaging

Manni, F., van der Sommen, F., Zinger, S., Kho, E., Brouwer de Koning, S., Ruers, T., Shan, C., Schleipen, J. & de With, P., 8 Mar 2019, Medical Imaging 2019: Image-Guided Procedures, Robotic Interventions, and Modeling. Fei, B. & Linte, C. A. (eds.). Bellingham: SPIE, 7 p. 109512K. (Proceedings of SPIE; vol. 10951).

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

2 Citations (Scopus)

Automatic and continuous discomfort detection for premature infants in a NICU using video-based motion analysis

Sun, Y., Kommers, D., Wang, W., Joshi, R., Shan, C., Tan, T., Aarts, R. M., Pul, C. V., Andriessen, P. & With, P. H. N. D., Jul 2019, 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2019. Piscataway: Institute of Electrical and Electronics Engineers, p. 5995-5999 5 p. 8857597

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

1 Citation (Scopus)

Cancer detection in mass spectrometry imaging data by dilated convolutional neural networks

van Kersbergen, J., Ghazvinian Zanjani, F., Zinger, S., van der Sommen, F., Balluff, B., Vos, D. R. N., Ellis, S. R., Heeren, R. M. A., Lucas, M., Marquering, H. A., Jansen, I., Savci-Heijink, C. D., de Bruin, D. M. & de With, P. H. N., 18 Mar 2019, Medical Imaging 2019: Digital Pathology. Tomaszewski, J. E. & Ward, A. D. (eds.). SPIE, 8 p. 1095601. (Proceedings of SPIE; vol. 10956).

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

3 Downloads (Pure)

Cancer detection in mass spectrometry imaging data by recurrent neural networks

Ghazvinian Zanjani, F., Panteli, A., Zinger, S., van der Sommen, F., Tan, T., Balluff, B., Vos, D. R. N., Ellis, S. R., Heeren, R. M. A., Lucas, M., Marquering, H. A., Jansen, I., Savci-Heijink, C. D., de Bruin, D. M. & de With, P. H. N., Apr 2019, 2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019). Piscataway: Institute of Electrical and Electronics Engineers, p. 674-678 5 p. 8759571

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Catheter localization in 3D ultrasound using voxel-of-interest-based ConvNets for cardiac intervention

Yang, H., Shan, C., Kolen, A. F. & de With, P., 1 Jun 2019, In : International Journal of Computer Assisted Radiology and Surgery. 14, 6, p. 1069-1077 9 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
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23 Downloads (Pure)

Catheter localization in 3D ultrasound using Voxel-of-interest-based ConvNets for cardiac intervention

Yang, H., Shan, C., Kolen, A. F. & de With, P., 2019, The 10th International Conference on Information Processing in Computer-Assisted Interventions.

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Catheter segmentation in three-dimensional ultrasound images by feature fusion and model fitting

Yang, H., Shan, C., Pourtaherian, A., Kolen, A. F. & de With, P. H. N., 14 Jan 2019, In : Journal of Medical Imaging. 6, 1, 13 p., 015001.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
4 Citations (Scopus)
49 Downloads (Pure)

Change detection in cadastral 3D models and point clouds and its use for improved texturing

Klomp, S., Boom, B., van Lankveld, T. M. B. & de With, P., 13 Jan 2019, Electronic Imaging: Intelligent Robotics and Industrial Applications using Computer Vision 2019. IS&T, 7 p. 455

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademic

Open Access
File
10 Downloads (Pure)

Computer-aided classification of colorectal polyps using blue-light and linked-color imaging

Scheeve, T., Schreuder, R-M., van der Sommen, F., IJspeert, J. E. G., Dekker, E., Schoon, E. J. & de With, P. H. N., 13 Mar 2019, Medical Imaging 2019: Computer-Aided Diagnosis: Computer-Aided Diagnosis. Mori, K. & Hahn, H. K. (eds.). Bellingham: SPIE, 8 p. 1095012. (Proceedings of SPIE; vol. 10950).

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Deep learning approach to semantic segmentation in 3D point cloud intra-oral scans of teeth

Ghazvinian Zanjani, F., Anssari Moin, D., Verheij, B., Claessen, F., Cherici, T., Tan, T. & de With, P. H. N., 2019, International Conference on Medical Imaging with Deep Learning (MIDL). PMLR, p. 557-571 (Proceedings of Machine Learning Research; vol. 102).

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Open Access
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28 Downloads (Pure)

Deep learning biopsy marking of early neoplasia in barrett's esophagus by combining wle and BLI modalities

van der Putten, J., Wildeboer, R., de Groof, J., van Sloun, R., Struyvenberg, M., van der Sommen, F., Zinger, S., Curvers, W., Schoon, E., Bergman, J. & de With, P. H. N., 1 Apr 2019, ISBI 2019 - 2019 IEEE International Symposium on Biomedical Imaging. Piscataway: IEEE Computer Society, p. 1127-1131 5 p. 8759431

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

1 Citation (Scopus)

Detecting discomfort in infants through facial expressions

Sun, Y., Shan, C., Tan, T., Tong, T., Wang, W., Pourtaherian, A. & de With, P. H. N., Nov 2019, In : Physiological Measurement. 40, 11, 15 p., 115006.

Research output: Contribution to journalArticleAcademicpeer-review

1 Citation (Scopus)
1 Citation (Scopus)

Dose distribution as outcome predictor for Gamma Knife radiosurgery on vestibular schwannoma

Langenhuizen, P., van Gorp, H., Zinger, S., Verheul, H. B., Leenstra, S. & de With, P., 13 Mar 2019, Medical Imaging 2019: Computer-Aided Diagnosis. Mori, K. & Hahn, H. K. (eds.). Hoboken: SPIE, 9 p. 109504C. (Proceedings of SPIE; vol. 10950).

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

ECDNet: Efficient siamese convolutional network for real-time small object change detection from ground vehicles

Klomp, S., van de Wouw, D. & de With, P., 13 Jan 2019, Electronic Imaging: Intelligent Robotics and Industrial Applications using Computer Vision 2019. IS&T, 7 p. 458

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademic

Open Access
File
1 Citation (Scopus)
14 Downloads (Pure)

Efficient catheter segmentation in 3D cardiac ultrasound using slice-based FCN with deep supervision and F-score loss

Yang, H., Shan, C., Kolen, A. F. & de With, P., Sep 2019, 2019 IEEE International Conference on Image Processing, ICIP 2019 - Proceedings. IEEE Computer Society, p. 260-264 5 p. 8802952

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

1 Citation (Scopus)

Enhanced face alignment using an unsupervised roll estimation initialization

Li, C., Pourtaherian, A., Tjon A Ten, W. E. & de With, P. H. N., 15 Mar 2019, Eleventh International Conference on Machine Vision, ICMV 2018. Zhou, J., Radeva, P., Nikolaev, D. P. & Verikas, A. (eds.). Bellingham: SPIE, 9 p. 110412C. (Proceedings of SPIE; vol. 11041).

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Ensemble of deep convolutional neural networks for classification of early Barrett’s neoplasia using volumetric laser endomicroscopy

Fonollà, R., Scheeve, T., Struyvenberg, M. R., Curvers, W. L., de Groof, A. J., van der Sommen, F., Schoon, E. J., Bergman, J. J. G. H. M. & de With, P. H. N., 1 Jun 2019, In : Applied Sciences. 9, 11, 12 p., 2183.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
1 Citation (Scopus)
34 Downloads (Pure)

Exploring the Parkinson patients' perspective on home-based video recording for movement analysis: a qualitative study

de Vries, N. M., Smilowska, K., Hummelink, J., Abramiuc, B., van Gilst, M. M., Bloem, B. R., de With, P. H. N. & Overeem, S., 27 Apr 2019, In : BMC Neurology. 19, 1, 6 p., 71.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
3 Citations (Scopus)
29 Downloads (Pure)

From stixels to asteroids: towards a collision warning system using stereo vision

Sanberg, W., Dubbelman, G. & de With, P., 13 Jan 2019, IS&T Electronic Imaging: Autonomous Vehicles and Machines. Society for Imaging Science and Technology, 6 p. 034. (Electronic imaging).

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Open Access

Gamma Knife radiosurgery following partial resection of large vestibular schwannomas: evaluation of long-term tumor control

Langenhuizen, P. P. J. H., Fu, V., Zinger, S., Leenstra, S., Hanssens, P., de With, P. & Verheul, H. B., Jun 2019.

Research output: Contribution to conferenceAbstract

Image features for automated colorectal polyp classification based on clinical prediction models

van Grinsven, M. C. A., Scheeve, T., Schreuder, R-M., van der Sommen, F., Schoon, E. J. & de With, P., 26 Aug 2019, 2019 IEEE International Conference on Image Processing (ICIP). Piscataway: Institute of Electrical and Electronics Engineers, p. 210-214 5 p. 8803822

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Image fusion on the endoscopic view for endo-nasal skull-base surgery

Lai, M., Shan, C., Babic, D., Homan, R., Terander, A. E., Edstrom, E., Persson, O., Burstrom, G. & de With, P. H. N., 8 Mar 2019, Medical Imaging 2019: Image-Guided Procedures, Robotic Interventions, and Modeling. Fei, B. & Linte, C. A. (eds.). Bellingham: SPIE, 8 p. 109511D. (Proceedings of SPIE; vol. 10951).

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Impact of JPEG 2000 compression on deep convolutional neural networks for metastatic cancer detection in histopathological images

Ghazvinian Zanjani, F., Zinger, S., Piepers, B., Mahmoudpour, S., Schelkens, P. & de With, P., 1 Apr 2019, In : Journal of Medical Imaging. 6, 2, 9 p., 027501.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
1 Citation (Scopus)
35 Downloads (Pure)

Improving catheter segmentation & location in 3D cardiac ultrasound using direction-fused fcn

Yang, H., Shan, C., Kolen, A. F. & de With, P. H. N., Apr 2019, ISBI 2019 - 2019 IEEE International Symposium on Biomedical Imaging. Piscataway: Institute of Electrical and Electronics Engineers, p. 1122-1126 5 p. 8759420

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Open Access
File
2 Citations (Scopus)
34 Downloads (Pure)

Improving person re-identification performance by customized dataset and person detection

Groot, H., Bondarau, E. & de With, P., 1 Feb 2019, p. 268-1-268-9(9). 8 p.

Research output: Contribution to conferencePaper

Open Access
File
1 Citation (Scopus)
19 Downloads (Pure)

Influence of pretreatment growth rate on Gamma Knife treatment response for vestibular schwannoma: a volumetric analysis

Langenhuizen, P., Zinger, S., Hanssens, P., Kunst, H. P. M., Mulder, J., Leenstra, S., de With, P. & Verheul, H. B., Nov 2019, In : Journal of Neurosurgery. 131, 5, p. 1405-1412 8 p.

Research output: Contribution to journalArticleAcademicpeer-review

Informative frame classification of endoscopic videos using convolutional neural networks and hidden Markov models

van der Putten, J., de Groof, J., van der Sommen, F., Struyvenberg, M., Zinger, S., Curvers, W., Schoon, E., Bergman, J. & de With, P. H. N., 26 Aug 2019, 2019 IEEE International Conference on Image Processing (ICIP). Piscataway: Institute of Electrical and Electronics Engineers, p. 380-384 5 p. 8802947

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

LiDAR-assisted large-scale privacy protection in street-view cycloramas

Sebastian, C., Boom, B., Bondarev, E. & de With, P. H. N., 13 Jan 2019, 17th Image Processing: Algorithms and Systems Conference, IPAS 2019. 6 p. IPAS-281

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Open Access
File
1 Citation (Scopus)

Localization of partially visible needles in 3D ultrasound using dilated CNNs

Pourtaherian, A., Mihajlovic, N., Ghazvinian Zanjani, F., Zinger, S., Ng, G. C., Korsten, E. & de With, P., 25 Feb 2019, 2018 IEEE International Ultrasonics Symposium (IUS). Piscataway: Institute of Electrical and Electronics Engineers, 4 p. 8579986

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

2 Downloads (Pure)

Mask-MCNet: instance segmentation in 3D point cloud of intra-oral scans

Ghazvinian Zanjani, F., Anssari Moin, D., Claessen, F., Cherici, T., Parinussa, S., Pourtaherian, A., Zinger, S. & de With, P. H. N., 2019, Medical Image Computing and Computer Assisted Intervention – MICCAI 2019 - 22nd International Conference, Proceedings: 22nd International Conference, Shenzhen, China, October 13–17, 2019, Proceedings, Part V. Shen, D., Yap, P-T., Liu, T., Peters, T. M., Khan, A., Staib, L. H., Essert, C. & Zhou, S. (eds.). Cham: Springer, p. 128-136 9 p. (Lecture Notes in Computer Science; vol. 11768).

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

1 Citation (Scopus)

Modeling clinical assessor intervariability using deep hypersphere encoder-decoder networks

van der Putten, J., van der Sommen, F., de Groof, J., Struyvenberg, M., Zinger, S., Curvers, W., Schoon, E., Bergman, J. & de With, P. H. N., 21 Nov 2019, In : Neural Computing and Applications.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access

Multi-class detection and orientation recognition of vessels in maritime surveillance

Ghahremani, A., Kong, Y., Bondarau, Y. & de With, P. H. N., 13 Jan 2019, p. 266-1-266-5. 5 p.

Research output: Contribution to conferencePaper

1 Citation (Scopus)
1 Downloads (Pure)