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Transparency of deep neural networks for medical image analysis: A review of interpretability methods.

Z. Salahuddin, H. Woodruff, A. Chatterjee, and P. Lambin. Comput. Biol. Medicine, (2022)

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Jun. -Prof. Dr. Philippe Grönquist University of Stuttgart

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Reducing a Biomarkers List via Mathematical Programming: Application to Gene Signatures to Detect Time-Dependent Hypoxia in Cancer.G. Fung, R. Seigneuric, S. Krishnan, R. Rao, B. Wouters, and P. Lambin. ICMLA, page 482-487. IEEE Computer Society, (2007)Ensemble analyses improve signatures of tumour hypoxia and reveal inter-platform differences.N. Fox, M. Starmans, S. Haider, P. Lambin, and P. Boutros. BMC Bioinformatics, (2014)Automated delineation of lung tumors from CT images using a single click ensemble segmentation approach.Y. Gu, V. Kumar, L. Hall, D. Goldgof, C. Li, R. Korn, C. Bendtsen, E. Velazquez, A. Dekker, H. Aerts and 5 other author(s). Pattern Recognition, 46 (3): 692-702 (2013)On Ranking in Survival Analysis: Bounds on the Concordance Index.V. Raykar, H. Steck, B. Krishnapuram, C. Dehing-Oberije, and P. Lambin. NIPS, page 1209-1216. Curran Associates, Inc., (2007)Information extraction of eligibility criteria for trial enrolment support.M. Marshall, J. Soest, R. Dresens, J. Paulissen, P. Lambin, and A. Dekker. MIE, volume 210 of Studies in Health Technology and Informatics, page 1034. IOS Press, (2015)Survival Prediction in Lung Cancer Treated with Radiotherapy: Bayesian Networks vs. Support Vector Machines in Handling Missing Data.A. Dekker, C. Dehing-Oberije, D. Ruysscher, P. Lambin, K. Komati, G. Fung, S. Yu, A. Hope, W. Neve, and Y. Lievens. ICMLA, page 494-497. IEEE Computer Society, (2009)Data Harmonisation for Information Fusion in Digital Healthcare: A State-of-the-Art Systematic Review, Meta-Analysis and Future Research Directions.Y. Nan, J. Ser, S. Walsh, C. Schönlieb, M. Roberts, I. Selby, K. Howard, J. Owen, J. Neville, J. Guiot and 16 other author(s). CoRR, (2022)Combining hypoxia-activated prodrugs and radiotherapy in silico: Impact of treatment scheduling and the intra-tumoural oxygen landscape.S. Hamis, M. Kohandel, L. Dubois, A. Yaromina, P. Lambin, and G. Powathil. PLoS Comput. Biol., (2020)Development and validation of a patient decision aid for prostate Cancer therapy: from paternalistic towards participative shared decision making.A. Ankolekar, B. Vanneste, E. van Gurp, J. van Roermund, E. van Limbergen, K. van de Beek, T. Marcelissen, V. Zambon, M. Oelke, A. Dekker and 4 other author(s). BMC Med. Inf. & Decision Making, 19 (1): 130:1-130:11 (2019)Transparency of deep neural networks for medical image analysis: A review of interpretability methods.Z. Salahuddin, H. Woodruff, A. Chatterjee, and P. Lambin. Comput. Biol. Medicine, (2022)

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Disambiguation of "Lambin, Philippe"

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Transparency of deep neural networks for medical image analysis: A review of interpretability methods.

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Jun. -Prof. Dr. Philippe Grönquist University of Stuttgart

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PUMA

Disambiguation of "Lambin, Philippe"

copydeleteadd this publication to your clipboardcommunity posthistory of this postURLDOIBibTeXEndNoteAPAChicagoDIN 1505HarvardMSOffice XML Transparency of deep neural networks for medical image analysis: A review of interpretability methods.

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Jun. -Prof. Dr. Philippe Grönquist University of Stuttgart

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Transparency of deep neural networks for medical image analysis: A review of interpretability methods.