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Gautam Gare
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W-Net: Dense and diagnostic semantic segmentation of subcutaneous and breast tissue in ultrasound images by incorporating ultrasound RF waveform data
GR Gare, J Li, R Joshi, R Magar, MP Vaze, M Yousefpour, RL Rodriguez, ...
Medical Image Analysis 76, 102326, 2022
282022
Dense pixel-labeling for reverse-transfer and diagnostic learning on lung ultrasound for COVID-19 and pneumonia detection
GR Gare, A Schoenling, V Philip, HV Tran, PB Bennett, RL Rodriguez, ...
2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI), 1406-1410, 2021
252021
Exploiting class similarity for machine learning with confidence labels and projective loss functions
GR Gare, JM Galeotti
arXiv preprint arXiv:2103.13607, 2021
42021
Lca-on-the-line: Benchmarking out-of-distribution generalization with class taxonomies
J Shi, G Gare, J Tian, S Chai, Z Lin, A Vasudevan, D Feng, F Ferroni, ...
arXiv preprint arXiv:2407.16067, 2024
32024
Learning generic lung ultrasound biomarkers for decoupling feature extraction from downstream tasks
GR Gare, T Fox, P Lowery, K Zamora, HV Tran, L Hutchins, ...
arXiv preprint arXiv:2206.08398, 2022
32022
Weakly Supervised Contrastive Learning for Better Severity Scoring of Lung Ultrasound
GR Gare, HV Tran, BP deBoisblanc, RL Rodriguez, JM Galeotti
arXiv preprint arXiv:2201.07357, 2022
32022
System and Method for Direct Diagnostic and Prognostic Semantic Segmentation of Images
JM Galeotti, GR Gare
US Patent App. 18/284,179, 2024
22024
An iteratively optimized resolution to hyper redundancy for dissimilarly doped compliant IPMC actuators
R Chattaraj, S Khan, A Dasgupta, G Gare, D Chatterjee, S Bhaumik
Mechatronics 46, 154-167, 2017
22017
Autonomous Vehicle Technology A brief overview of the technology and current trends in Autonomous Systems
GR Gare
International Journal of Modern Trends in Engineering and Research, 2016
22016
System, Method, and Computer Program Product for Extracting Features From Imaging Biomarkers With Machine-Learning Models
JM Galeotti, GR Gare, RL Rodriguez, B DeBoisblanc
US Patent App. 18/289,588, 2024
12024
System and Method for Training Machine-Learning Models with Probabilistic Confidence Labels
JM Galeotti, GR Gare
US Patent App. 18/283,922, 2024
12024
System and Method for Labeling Ultrasound Data
J Galeotti, GR Gare, LI Jiayuan, RL Rodriguez
US Patent App. 17/618,163, 2022
12022
The Role of Pleura and Adipose in Lung Ultrasound AI
GR Gare, W Chen, ALY Hung, E Chen, HV Tran, T Fox, P Lowery, ...
Clinical Image-Based Procedures, Distributed and Collaborative Learning …, 2021
12021
W-Net: Dense Semantic Segmentation of Subcutaneous Tissue in Ultrasound Images by Expanding U-Net to Incorporate Ultrasound RF Waveform Data
GR Gare, J Li, R Joshi, MP Vaze, R Magar, M Yousefpour, RL Rodriguez, ...
arXiv preprint arXiv:2008.12413, 2020
1*2020
Apparatuses systems, and methods for adding functionalities to control buttons on a remote control device
GR Gare
US Patent 10,547,891, 2020
12020
LEARNER: Learning Granular Labels from Coarse Labels using Contrastive Learning
G Gare, J Armouti, N Madaan, R Panda, T Fox, L Hutchins, A Krishnan, ...
arXiv preprint arXiv:2411.01144, 2024
2024
AUTOMATED ULTRASOUND PLEURAL LINE MORPHOMETRY TO DIFFERENTIATE ACUTE RESPIRATORY DISTRESS SYNDROME FROM CARDIOGENIC PULMONARY EDEMA
TH FOX, L YESBECK, K PATEL, M OLEJNICZAK, T DEISS, A HART, ...
CHEST 166 (4), A4048-A4049, 2024
2024
Improving Model's Interpretability and Reliability using Biomarkers
GR Gare, T Fox, A Krishnan, RL Rodriguez, BP deBoisblanc, ...
arXiv preprint arXiv:2402.12394, 2024
2024
Improving Model's Interpretability and Reliability using Biomarkers
G Rajendrakumar Gare, T Fox, A Krishnan, RL Rodriguez, ...
arXiv e-prints, arXiv: 2402.12394, 2024
2024
Effects of Lung Ultrasound Technique and Pleural Line Depth on In Vitro and In Vivo Measurements of Pleural Line Thickness
TH Fox, S Chansangavej, K Kirby, D Cho, R Rodriguez, G Gare, G Collins, ...
Ultrasound in Medicine & Biology 50 (1), 165-169, 2024
2024
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