Sachin Jambawalikar - researchr alias

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Viewing Publication 1 - 17 from 17

2022

2021

2020

Channel width optimized neural networks for liver and vessel segmentation in liver iron quantificationMichael Z. Liu, Rami Vanguri, Simukayi Mutasa, Richard Ha, Yu-cheng Liu, Terry Button, Sachin Jambawalikar. cbm, 122:103798, 2020. [doi]

2019

Fully Automated Convolutional Neural Network Method for Quantification of Breast MRI Fibroglandular Tissue and Background Parenchymal EnhancementRichard Ha, Peter D. Chang, Eralda Mema, Simukayi Mutasa, Jenika Karcich, Ralph T. Wynn, Michael Z. Liu, Sachin Jambawalikar. jdi, 32(1):141-147, 2019. [doi]

Prior to Initiation of Chemotherapy, Can We Predict Breast Tumor Response? Deep Learning Convolutional Neural Networks Approach Using a Breast MRI Tumor DatasetRichard Ha, Christine Chin, Jenika Karcich, Michael Z. Liu, Peter D. Chang, Simukayi Mutasa, Eduardo Pascual Van Sant, Ralph T. Wynn, Eileen Connolly, Sachin Jambawalikar. jdi, 32(5):693-701, 2019. [doi]

Predicting Breast Cancer Molecular Subtype with MRI Dataset Utilizing Convolutional Neural Network AlgorithmRichard Ha, Simukayi Mutasa, Jenika Karcich, Nishant Gupta, Eduardo Pascual Van Sant, John Nemer, Mary Sun, Peter D. Chang, Michael Z. Liu, Sachin Jambawalikar. jdi, 32(2):276-282, 2019. [doi]

Cross-Modality Knowledge Transfer for Prostate Segmentation from CT ScansYucheng Liu, Naji Khosravan, Yulin Liu, Joseph N. Stember, Jonathan Shoag, Ulas Bagci, Sachin Jambawalikar. miccai 2019: 63-71 [doi]

Deep Learning for Functional Brain Connectivity: Are We There Yet?Harish RaviPrakash, Arjun Watane, Sachin Jambawalikar, Ulas Bagci. In Le Lu, Xiaosong Wang, Gustavo Carneiro, Lin Yang 0002, editors, Deep Learning and Convolutional Neural Networks for Medical Imaging and Clinical Informatics. Advances in Computer Vision and Pattern Recognition, pages 347-365, Springer, 2019. [doi]

Convolutional Neural Networks for the Detection and Measurement of Cerebral Aneurysms on Magnetic Resonance AngiographyJoseph N. Stember, Peter D. Chang, Danielle M. Stember, Michael Z. Liu, Jack Grinband, Christopher G. Filippi, Philip Meyers, Sachin Jambawalikar. jdi, 32(5):808-815, 2019. [doi]

Eye Tracking for Deep Learning Segmentation Using Convolutional Neural NetworksJoseph N. Stember, Haydar Celik, Elizabeth A. Krupinski, Peter D. Chang, Simukayi Mutasa, Bradford J. Wood, A. Lignelli, G. Moonis, L. H. Schwartz, Sachin Jambawalikar, Ulas Bagci. jdi, 32(4):597-604, 2019. [doi]

2018

Axillary Lymph Node Evaluation Utilizing Convolutional Neural Networks Using MRI DatasetRichard Ha, Peter D. Chang, Jenika Karcich, Simukayi Mutasa, Reza Fardanesh, Ralph T. Wynn, Michael Z. Liu, Sachin Jambawalikar. jdi, 31(6):851-856, 2018. [doi]

Fusion of aerial lidar and images for road segmentation with deep CNNBiswas Parajuli, Piyush Kumar, Tathagata Mukherjee, Eduardo L. Pasiliao, Sachin Jambawalikar. gis 2018: 548-551 [doi]

2008

A Note on Approximate Minimum Volume Enclosing Ellipsoid of EllipsoidsSachin Jambawalikar, Piyush Kumar. iccsa 2008: 478-487 [doi]

2004

Hand Recognition Using Geometric ClassifiersYaroslav Bulatov, Sachin Jambawalikar, Piyush Kumar, Saurabh Sethia. icba 2004: 753-759 [doi]

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