Sachin Jambawalikar

According to our database, Sachin Jambawalikar authored at least 22 papers between 2004 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

Semi-Supervised Deep Learning for Multi-Tissue Segmentation from Multi-Contrast MRI.

Syed Muhammad Anwar, Ismail Irmakci, Drew A. Torigian, Sachin Jambawalikar, Georgios Z. Papadakis, Can Akgun, Jutta Ellermann, Mehmet Akçakaya, Ulas Bagci

J. Signal Process. Syst., 2022

Deep learning prediction of axillary lymph node status using ultrasound images.

Shawn Sun, Simukayi Mutasa, Michael Z. Liu, John Nemer, Mary Sun, Maham Siddique, Elise Desperito, Sachin Jambawalikar, Richard S. Ha

Comput. Biol. Medicine, 2022

Automated Segmentation of Cervical Anatomy to Interrogate Preterm Birth.

Alicia B. Dagle, Yu-Cheng Liu, David Crosby, Helen Feltovich, Michael House, Qi Yan, Kristin M. Myers, Sachin Jambawalikar

Proceedings of the Perinatal, Preterm and Paediatric Image Analysis, 2022

2021

Contrast-Free Detection of Focused Ultrasound-Induced Blood-Brain Barrier Opening Using Diffusion Tensor Imaging.

Maria Eleni Karakatsani, Antonios N. Pouliopoulos, Michael Liu, Sachin R. Jambawalikar, Elisa E. Konofagou

IEEE Trans. Biomed. Eng., 2021

3D Isotropic Super-resolution Prostate MRI Using Generative Adversarial Networks and Unpaired Multiplane Slices.

Yu-Cheng Liu, Yulin Liu, Rami Vanguri, Daniel Litwiller, Michael Z. Liu, Hao-Yun Hsu, Richard Ha, Hiram Shaish, Sachin Jambawalikar

J. Digit. Imaging, 2021

Information Bottleneck Attribution for Visual Explanations of Diagnosis and Prognosis.

Ugur Demir, Ismail Irmakci, Elif Keles, Ahmet Topcu, Ziyue Xu, Concetto Spampinato, Sachin Jambawalikar, Evrim Turkbey, Baris Turkbey, Ulas Bagci

Proceedings of the Machine Learning in Medical Imaging - 12th International Workshop, 2021

Distortion Removal and Deblurring of Single-Shot DWI MRI Scans.

Ahana Roy Choudhury, Sachin R. Jambawalikar, Piyush Kumar, Venkat Sumanth Reddy Bommireddy

Proceedings of the Machine Learning for Medical Image Reconstruction, 2021

2020

Surface Point Cloud Ultrasound with Transcranial Doppler: Coregistration of Surface Point Cloud Ultrasound with Magnetic Resonance Angiography for Improved Reproducibility, Visualization, and Navigation in Transcranial Doppler Ultrasound.

Joseph N. Stember, Kalijah L. Terilli, E. Perez, M. Megjhani, Cathleen A. Cooper, Sachin Jambawalikar, Soojin Park

J. Digit. Imaging, 2020

The International Workshop on Osteoarthritis Imaging Knee MRI Segmentation Challenge: A Multi-Institute Evaluation and Analysis Framework on a Standardized Dataset.

Arjun D. Desai, Francesco Calivá, Claudia Iriondo, Naji Khosravan, Aliasghar Mortazi, Sachin Jambawalikar, Drew A. Torigian, Jutta Ellermann, Mehmet Akçakaya, Ulas Bagci, Radhika Tibrewala, Io Flament, Matthew O'Brien, Sharmila Majumdar, Mathias Perslev, Akshay Pai, Christian Igel, Erik B. Dam, Sibaji Gaj, Mingrui Yang, Kunio Nakamura, Xiaojuan Li, Cem M. Deniz, Vladimir Juras, Ravinder Regatte, Garry Gold, Brian A. Hargreaves, Valentina Pedoia, Akshay S. Chaudhari

CoRR, 2020

Channel width optimized neural networks for liver and vessel segmentation in liver iron quantification.

Michael Z. Liu, Rami Vanguri, Simukayi Mutasa, Richard Ha, Yu-Cheng Liu, Terry Button, Sachin Jambawalikar

Comput. Biol. Medicine, 2020

2019

Convolutional Neural Networks for the Detection and Measurement of Cerebral Aneurysms on Magnetic Resonance Angiography.

Joseph N. Stember, Peter D. Chang, Danielle M. Stember, Michael Z. Liu, Jack Grinband, Christopher G. Filippi, Philip Meyers, Sachin Jambawalikar

J. Digit. Imaging, 2019

Eye Tracking for Deep Learning Segmentation Using Convolutional Neural Networks.

Joseph N. Stember, Haydar Celik, Elizabeth A. Krupinski, Peter D. Chang, Simukayi Mutasa, Bradford J. Wood, A. Lignelli, Gul Moonis, Lawrence H. Schwartz, Sachin Jambawalikar, Ulas Bagci

J. Digit. Imaging, 2019

Predicting Breast Cancer Molecular Subtype with MRI Dataset Utilizing Convolutional Neural Network Algorithm.

Richard Ha, Simukayi Mutasa, Jenika Karcich, Nishant Gupta, Eduardo Pascual Van Sant, John Nemer, Mary Sun, Peter D. Chang, Michael Z. Liu, Sachin Jambawalikar

J. Digit. Imaging, 2019

Fully Automated Convolutional Neural Network Method for Quantification of Breast MRI Fibroglandular Tissue and Background Parenchymal Enhancement.

Richard Ha, Peter D. Chang, Eralda Mema, Simukayi Mutasa, Jenika Karcich, Ralph T. Wynn, Michael Z. Liu, Sachin Jambawalikar

J. Digit. Imaging, 2019

Prior to Initiation of Chemotherapy, Can We Predict Breast Tumor Response? Deep Learning Convolutional Neural Networks Approach Using a Breast MRI Tumor Dataset.

Richard Ha, Christine Chin, Jenika Karcich, Michael Z. Liu, Peter D. Chang, Simukayi Mutasa, Eduardo Pascual Van Sant, Ralph T. Wynn, Eileen Connolly, Sachin Jambawalikar

J. Digit. Imaging, 2019

Cross-Modality Knowledge Transfer for Prostate Segmentation from CT Scans.

Yucheng Liu, Naji Khosravan, Yulin Liu, Joseph N. Stember, Jonathan Shoag, Ulas Bagci, Sachin Jambawalikar

Proceedings of the Domain Adaptation and Representation Transfer and Medical Image Learning with Less Labels and Imperfect Data, 2019

Deep Learning for Functional Brain Connectivity: Are We There Yet?

Harish RaviPrakash, Arjun Watane, Sachin Jambawalikar, Ulas Bagci

Proceedings of the Deep Learning and Convolutional Neural Networks for Medical Imaging and Clinical Informatics, 2019

2018

Axillary Lymph Node Evaluation Utilizing Convolutional Neural Networks Using MRI Dataset.

Richard Ha, Peter D. Chang, Jenika Karcich, Simukayi Mutasa, Reza Fardanesh, Ralph T. Wynn, Michael Z. Liu, Sachin Jambawalikar

J. Digit. Imaging, 2018

Segmentation of Brain Tumors Using DeepLabv3+.

Ahana Roy Choudhury, Rami Vanguri, Sachin R. Jambawalikar, Piyush Kumar

Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2018

Fusion of aerial lidar and images for road segmentation with deep CNN.

Biswas Parajuli, Piyush Kumar, Tathagata Mukherjee, Eduardo L. Pasiliao, Sachin Jambawalikar

Proceedings of the 26th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2018

2008

A Note on Approximate Minimum Volume Enclosing Ellipsoid of Ellipsoids.

Sachin Jambawalikar, Piyush Kumar

Proceedings of the Selected Papers of the Sixth International Conference on Computational Sciences and Its Applications, 2008

2004

Hand Recognition Using Geometric Classifiers.

Yaroslav Bulatov, Sachin Jambawalikar, Piyush Kumar, Saurabh Sethia

Proceedings of the Biometric Authentication, First International Conference, 2004