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Rohit Bhargava

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2020 – today

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2024
[c16]
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  - conf/miccai/OhFB24
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Ji-Hun Oh, Kianoush Falahkheirkhah, Rohit Bhargava:
Are We Ready for Out-of-Distribution Detection in Digital Pathology? MICCAI (10) 2024: 78-89
[i6]
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  - journals/corr/abs-2407-13708
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Ji-Hun Oh, Kianoush Falahkheirkhah, Rohit Bhargava:
Are We Ready for Out-of-Distribution Detection in Digital Pathology? CoRR abs/2407.13708 (2024)
[i5]
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  - journals/corr/abs-2411-15060
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Ji-Hun Oh, Kianoush Falahkheirkhah, Rohit Bhargava:
Detecting Hallucinations in Virtual Histology with Neural Precursors. CoRR abs/2411.15060 (2024)
2023
[j8]
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  - journals/jdi/PatilRVSBMR23
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Sanjeet S. Patil, Manojkumar Ramteke, Mansi Verma, Sandeep Seth, Rohit Bhargava, Shachi Mittal, Anurag S. Rathore:
A Domain-Shift Invariant CNN Framework for Cardiac MRI Segmentation Across Unseen Domains. J. Imaging Inform. Medicine 36(5): 2148-2163 (2023)
2022
[c15]
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Kianoush Falahkheirkhah, Kevin Yeh, Matthew P. Confer, Rohit Bhargava:
DRB-Net: Dilated Residual Block Network for Infrared Image Restoration. ISVC (2) 2022: 104-115
[i4]
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  - journals/corr/abs-2206-08308
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Kianoush Falahkheirkhah, Saumya Tiwari, Kevin Yeh, Sounak Gupta, Loren Herrera-Hernandez, Michael R. McCarthy, Rafael E. Jimenez, John C. Cheville, Rohit Bhargava:
Deepfake histological images for enhancing digital pathology. CoRR abs/2206.08308 (2022)
2021
[j7]
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  - journals/natmi/BhargavaF21
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Rohit Bhargava, Kianoush Falahkheirkhah:
Enhancing hyperspectral imaging. Nat. Mach. Intell. 3(4): 279-280 (2021)
[i3]
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  - journals/corr/abs-2108-10550
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Kianoush Falahkheirkhah, Tao Guo, Michael Hwang, Pheroze Tamboli, Christopher G. Wood, Jose A. Karam, Kanishka Sircar, Rohit Bhargava:
A generative adversarial approach to facilitate archival-quality histopathologic diagnoses from frozen tissue sections. CoRR abs/2108.10550 (2021)

2010 – 2019

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2019
[j6]
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Matthew K. Gelber, Greg Hurst, Rohit Bhargava:
Freeform Assembly Planning. IEEE Trans Autom. Sci. Eng. 16(3): 1315-1329 (2019)
[i2]
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  - journals/corr/abs-1911-04410
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Kianoush Falahkheirkhah, Kevin Yeh, Shachi Mittal, Luke Pfister, Rohit Bhargava:
A deep learning framework for morphologic detail beyond the diffraction limit in infrared spectroscopic imaging. CoRR abs/1911.04410 (2019)
2018
[i1]
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  - journals/corr/abs-1801-00527
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Matthew K. Gelber, Greg Hurst, Rohit Bhargava:
Freeform Assembly Planning. CoRR abs/1801.00527 (2018)
2016
[j5]
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  - journals/bmcbi/KwakHKSB16
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Jin Tae Kwak, Stephen M. Hewitt, André Alexander Kajdacsy-Balla, Saurabh Sinha, Rohit Bhargava:
Automated prostate tissue referencing for cancer detection and diagnosis. BMC Bioinform. 17: 227 (2016)
[c14]
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  - conf/midp/WrobelKKB16
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Tomasz P. Wrobel, Jin Tae Kwak, Andre Kadjacsy-Balla, Rohit Bhargava:
High-definition Fourier transform infrared spectroscopic imaging of prostate tissue. Digital Pathology 2016: 97911D
[c13]
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Shachi Mittal, Tomasz P. Wrobel, L. Suzanne Leslie, Andre Kadjacsy-Balla, Rohit Bhargava:
A four class model for digital breast histopathology using high-definition Fourier transform infrared (FT-IR) spectroscopic imaging. Digital Pathology 2016: 979118
2015
[c12]
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  - conf/mibam/TiwariZHPB15
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Saumya Tiwari, Xinying Zong, Sarah E. Holton, K. V. Prasanth, Rohit Bhargava:
Fourier transform infrared (FT-IR) spectroscopy and imaging of the nucleus to characterize DNA contributions in different phases of the cell cycle. Biomedical Applications in Molecular, Structural, and Functional Imaging 2015: 941720
[c11]
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L. Suzanne Leslie, Andre Kadjacsy-Balla, Rohit Bhargava:
High-definition Fourier transform infrared spectroscopic imaging of breast tissue. Digital Pathology 2015: 94200I
2014
[c10]
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  - conf/midp/Mayerich0KMB14
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David M. Mayerich, Michael J. Walsh, Andre Kadjacsy-Balla, Shachi Mittal, Rohit Bhargava:
Breast histopathology using random decision forests-based classification of infrared spectroscopic imaging data. Digital Pathology 2014: 904107
2013
[j4]
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  - journals/bmcbi/MayerichWSB13
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David Mayerich, Michael J. Walsh, Matthew Schulmerich, Rohit Bhargava:
Real-time interactive data mining for chemical imaging information: application to automated histopathology. BMC Bioinform. 14: 156 (2013)
[j3]
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  - journals/isci/Moreno-TorresLGB13
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Jose Garcia Moreno-Torres, Xavier Llorà, David E. Goldberg, Rohit Bhargava:
Repairing fractures between data using genetic programming-based feature extraction: A case study in cancer diagnosis. Inf. Sci. 222: 805-823 (2013)
2012
[j2]
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  - journals/tmi/MahrBI12
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David M. Mahr, Rohit Bhargava, Michael F. Insana:
Three-Dimensional In Silico Breast Phantoms for Multimodal Image Simulations. IEEE Trans. Medical Imaging 31(3): 689-697 (2012)
[c9]
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  - conf/cimaging/NguyenR0SPDB12
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Tan H. Nguyen, Rohith K. Reddy, Michael J. Walsh, Matthew Schulmerich, Gabriel Popescu, Minh N. Do, Rohit Bhargava:
Denoising and deblurring of Fourier transform infrared spectroscopic imaging data. Computational Imaging 2012: 82960M
[c8]
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  - conf/isbi/ReddyMWSCB12
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Rohith K. Reddy, David Mayerich, Michael J. Walsh, Matthew Schulmerich, Paul Scott Carney, Rohit Bhargava:
Optimizing the design of FT-IR spectroscopic imaging instruments to obtain increased spatial resolution of chemical species. ISBI 2012: 354-357
2011
[c7]
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  - conf/isbi/KwakSB11
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Jin Tae Kwak, Saurabh Sinha, Rohit Bhargava:
A new segmentation framework for infrared spectroscopic imaging using frequent pattern mining. ISBI 2011: 452-455
[c6]
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Rohith K. Reddy, Brynmor J. Davis, Paul Scott Carney, Rohit Bhargava:
Modeling fourier transform infrared spectroscopic imaging of Prostate and Breast Cancer tissue specimens. ISBI 2011: 738-741
2010
[c5]
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  - conf/semcco/ShikhaSBB10
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Metha Shikha, Bhuvan Sachdeva, Rohit Bhargava, Hema Banati:
An Evolutionary Approach to Intelligent Planning. SEMCCO 2010: 305-313

2000 – 2009

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2009
[j1]
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  - journals/nc/LloraPB09
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Xavier Llorà, Anusha Priya, Rohit Bhargava:
Observer-invariant histopathology using genetics-based machine learning. Nat. Comput. 8(1): 101-120 (2009)
[c4]
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  - conf/icip/BradyDB09
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Spencer P. Brady, Minh N. Do, Rohit Bhargava:
Reconstructing FT-IR spectroscopic imaging data with a sparse prior. ICIP 2009: 829-832
[c3]
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  - conf/iwcls/Moreno-TorresLGB09
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Jose Garcia Moreno-Torres, Xavier Llorà, David E. Goldberg, Rohit Bhargava:
On the Homogenization of Data from Two Laboratories Using Genetic Programming. IWLCS 2009: 185-197
[c2]
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  - conf/micad/ZhengWSBG09
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Bin Zheng, Xiao-Hui Wang, Urvashi Surti, Rohit Bhargava, David Gur:
Computer-aided detection of HER2 amplification status using FISH images: a preliminary study. Computer-Aided Diagnosis 2009: 726028
2007
[c1]
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  - conf/gecco/LloraRMB07
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Xavier Llorà, Rohith K. Reddy, Brian Matesic, Rohit Bhargava:
Towards better than human capability in diagnosing prostate cancer using infrared spectroscopic imaging. GECCO 2007: 2098-2105

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