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Lung Nodule Malignancy Prediction in Sequential CT Scans: Summary of ISBI 2018 Challenge

Academic Journal

Balagurunathan, Y.; Beers, A.; Mcnitt-Gray, M.; Hadjiiski, L.; Napel, S.; Goldgof, D.; Perez, G.; Arbelaez, P.; Mehrtash, A.; Kapur, T.; Yang, E.; Moon, J.W.; Perez, G.B.; Delgado-Gonzalo, R.; Farhangi, M.M.; Amini, A.A.; Ni, R.; Feng, X.; Bagari, A.; Vaidhya, K.; Veasey, B.; Safta, W.; Frigui, H.; Enguehard, J.; Gholipour, A.; Castillo, L.S.; Daza, L.A.; Pinsky, P.; Kalpathy-Cramer, J.; Farahani, K.

IEEE Transactions on Medical Imaging IEEE Trans. Med. Imaging Medical Imaging, IEEE Transactions on. 40(12):3748-3761 Dec, 2021

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LNDb challenge on automatic lung cancer patient management

Academic Journal

Pedrosa, J.; Aresta, G.; Ferreira, C.; Ramos, I.; Cunha, A.; Campilho, A.; Atwal, G.; Phoulady, H.A.; Chen, X.; Chen, R.; Li, J.; Wang, L.; Galdran, A.; Bouchachia, H.; Kaluva, K.C.; Vaidhya, K.; Chunduru, A.; Tarai, S.; Nadimpalli, S.P.P.; Vaidya, S.; Kim, I.; Rassadin, A.; Tian, Z.; Sun, Z.; Jia, Y.; Men, X.

In: Medical Image Analysis. (Medical Image Analysis, May 2021, 70)

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Unboxing AI - Radiological Insights Into a Deep Neural Network for Lung Nodule Characterization

Academic Journal

Venugopal, V.K.; Murugavel, M.; Mahajan, V.; Mahajan, H.; Vaidhya, K.; Chunduru, A.; Vaidya, S.; Mahra, D.; Rangasai, A.

In: Academic Radiology. (Academic Radiology, January 2020, 27(1):88-95)

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Semisupervised learning using denoising autoencoders for brain lesion detection and segmentation

Academic Journal

Alex, V.; Vaidhya, K.; Thirunavukkarasu, S.; Krishnamurthi, G.; Kesavadas, C.

In: Journal of Medical Imaging. (Journal of Medical Imaging, 1 October 2017, 4(4))

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An automated workflow for lung nodule follow-up recommendation using deep learning

Book

Kaluva, K.C.; Vaidhya, K.; Chunduru, A.; Tarai, S.; Nadimpalli, S.P.P.; Vaidya, S.

In: Image Analysis and Recognition - 17th International Conference, ICIAR 2020, Proceedings. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2020, 12132 LNCS:369-377)

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Multi-modal brain tumor segmentation using stacked denoising autoencoders

Book

Vaidhya, K.; Thirunavukkarasu, S.; Alex, V.; Krishnamurthi, G.

In: Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries - 1st International Workshop, Brainles 2015 Held in Conjunction with MICCAI 2015, Revised Selected Papers. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2016, 9556:181-194)

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LNDb challenge on automatic lung cancer patient management

Electronic Resource

Pedrosa, J.; Aresta, G.; Ferreira, C.; Atwal, G.; Phoulady, H.A.; Cheng, X.; Chen, R.; Li, J.; Wang, L.; Galdran, A.; Bouchachia, Abdelhamid; Kaluva, K.C.; Vaidhya, K.; Chunduru, A.; Tarai, S.; Nadimpalli, S.P.P.; Vaidya, S.; Kim, I.; Rassadin, A.; Tian, Z.; Sun, Z.; Jiang, Y.; Men, X.; Ramos, I.; Cunha, A.; Campilho, A.

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