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Alberto Santamaría-Pang
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2020 – today
- 2024
- [j6]Hrishikesh Kambli, Alberto Santamaría-Pang, Ivan Tarapov, Elham Beheshtian, Licia P. Luna, Haris I. Sair, Craig K. Jones
:
Atlas-Based Labeling of Resting-State fMRI. Brain Connect. 14(6): 319-326 (2024) - [i13]Ho Hin Lee, Yu Gu, Theodore Zhao, Yanbo Xu, Jianwei Yang, Naoto Usuyama, Cliff Wong, Mu Wei, Bennett A. Landman, Yuankai Huo, Alberto Santamaría-Pang, Hoifung Poon:
Foundation Models for Biomedical Image Segmentation: A Survey. CoRR abs/2401.07654 (2024) - [i12]Ammar Ahmed Pallikonda Latheef, Alberto Santamaría-Pang, Craig K. Jones, Haris I. Sair:
Emergent Language Symbolic Autoencoder (ELSA) with Weak Supervision to Model Hierarchical Brain Networks. CoRR abs/2404.10031 (2024) - [i11]Noel C. F. Codella, Ying Jin, Shrey Jain, Yu Gu, Ho Hin Lee, Asma Ben Abacha, Alberto Santamaría-Pang, Will Guyman, Naiteek Sangani, Sheng Zhang, Hoifung Poon, Stephanie Hyland, Shruthi Bannur, Javier Alvarez-Valle, Xue Li, John Garrett, Alan McMillan, Gaurav Rajguru, Madhu Maddi, Nilesh Vijayrania, Rehaan Bhimai, Nick Mecklenburg, Rupal Jain, Daniel Holstein, Naveen Gaur, Vijay Aski, Jenq-Neng Hwang, Thomas Lin, Ivan Tarapov, Matthew P. Lungren, Mu Wei:
MedImageInsight: An Open-Source Embedding Model for General Domain Medical Imaging. CoRR abs/2410.06542 (2024) - 2023
- [i10]Ammar Ahmed Pallikonda Latheef, Sejal Ghate, Zhipeng Hui, Alberto Santamaría-Pang, Ivan Tarapov, Haris I. Sair, Craig K. Jones
Deep Labeling of fMRI Brain Networks. CoRR abs/2305.03814 (2023) - [i9]Ho Hin Lee, Alberto Santamaría-Pang, Jameson Merkow, Ozan Oktay, Fernando Pérez-García, Javier Alvarez-Valle, Ivan Tarapov:
Region-based Contrastive Pretraining for Medical Image Retrieval with Anatomic Query. CoRR abs/2305.05598 (2023) - [i8]Asma Ben Abacha, Alberto Santamaría-Pang, Ho Hin Lee, Jameson Merkow, Qin Cai, Surya Teja Devarakonda, Abdullah Islam, Julia Gong, Matthew P. Lungren, Thomas Lin, Noel C. F. Codella, Ivan Tarapov:
3D-MIR: A Benchmark and Empirical Study on 3D Medical Image Retrieval in Radiology. CoRR abs/2311.13752 (2023) - 2022
- [c21]Sejal Ghate, Alberto Santamaría-Pang, Ivan Tarapov, Haris I. Sair, Craig K. Jones
Deep Labeling of fMRI Brain Networks Using Cloud Based Processing. ISVC (1) 2022: 275-283 - [i7]Sejal Ghate, Alberto Santamaría-Pang, Ivan Tarapov, Haris I. Sair, Craig K. Jones
Deep Labeling of fMRI Brain Networks Using Cloud Based Processing. CoRR abs/2209.08200 (2022) - 2021
- [c20]Aritra Chowdhury, Alberto Santamaría-Pang, James R. Kubricht, Peter H. Tu:
Emergent Symbolic Language Based Deep Medical Image Classification. ISBI 2021: 689-692 - [i6]Alberto Santamaría-Pang, Jianwei Qiu, Aritra Chowdhury, James Kubricht, Peter H. Tu, Naresh Iyer, Nurali Virani:
Adversarial Attacks with Time-Scale Representations. CoRR abs/2107.12473 (2021) - 2020
- [j5]James R. Kubricht, Alberto Santamaría-Pang, Chinmaya Devaraj, Aritra Chowdhury, Peter H. Tu:
Emergent Languages from Pretrained Embeddings Characterize Latent Concepts in Dynamic Imagery. Int. J. Semantic Comput. 14(3): 357-373 (2020) - [c19]Chinmaya Devaraj, Aritra Chowdhury, Arpit Jain, James R. Kubricht, Peter H. Tu, Alberto Santamaría-Pang:
From Symbols to Signals: Symbolic Variational Autoencoders. ICASSP 2020: 3317-3321 - [c18]Aritra Chowdhury, James R. Kubricht, Anup Sood, Peter H. Tu, Alberto Santamaría-Pang:
Escell: Emergent Symbolic Cellular Language. ISBI 2020: 1604-1607 - [c17]Alberto Santamaría-Pang, James Kubricht, Aritra Chowdhury, Chitresh Bhushan, Peter H. Tu:
Towards Emergent Language Symbolic Semantic Segmentation and Model Interpretability. MICCAI (1) 2020: 326-334 - [i5]Alberto Santamaría-Pang, James Kubricht, Aritra Chowdhury, Chitresh Bhushan, Peter H. Tu:
Towards Emergent Language Symbolic Semantic Segmentation and Model Interpretability. CoRR abs/2007.09448 (2020) - [i4]Aritra Chowdhury, James R. Kubricht, Anup Sood, Peter H. Tu, Alberto Santamaría-Pang:
ESCELL: Emergent Symbolic Cellular Language. CoRR abs/2007.09469 (2020) - [i3]Alberto Santamaría-Pang, Anup Sood, Dan E. Meyer, Aritra Chowdhury, Fiona Ginty:
Automated Phenotyping via Cell Auto Training (CAT) on the Cell DIVE Platform. CoRR abs/2007.09471 (2020) - [i2]Aritra Chowdhury, Alberto Santamaría-Pang, James R. Kubricht, Peter H. Tu:
Emergent symbolic language based deep medical image classification. CoRR abs/2008.09860 (2020) - [i1]Aritra Chowdhury, Alberto Santamaría-Pang, James R. Kubricht, Jianwei Qiu, Peter H. Tu:
Symbolic Semantic Segmentation and Interpretation of COVID-19 Lung Infections in Chest CT volumes based on Emergent Languages. CoRR abs/2008.09866 (2020)
2010 – 2019
- 2019
- [c16]Alberto Santamaría-Pang, James R. Kubricht, Chinmaya Devaraj, Aritra Chowdhury, Peter H. Tu:
Towards Semantic Action Analysis via Emergent Language. AIVR 2019: 224-228 - [c15]Peter H. Tu, Donald Hamilton, Tao Gao, Alex Chen, Justin Foehner, Alberto Santamaría-Pang, James Kubricht:
A Learning Approach to Interactive Advertising. AVSS 2019: 1-8 - [c14]Alberto Santamaría-Pang, Anup Sood, Dan E. Meyer, Aritra Chowdhury, Fiona Ginty:
Automated Phenotyping via Cell Auto Training (CAT) on the Cell DIVE Platform. BIBM 2019: 2750-2756 - 2017
- [c13]Alberto Santamaría-Pang, Raghav K. Padmanabhan, Anup Sood, Michael J. Gerdes, Christopher Sevinsky, Qing Li, Nicole LaPlante, Fiona Ginty:
Robust single cell quantification of immune cell subtypes in histological samples. BHI 2017: 121-124 - [c12]Aritra Chowdhury, Dmitry V. Dylov
Blood vessel characterization using virtual 3D models and convolutional neural networks in fluorescence microscopy. ISBI 2017: 629-632 - [c11]Aritra Chowdhury, Christopher J. Sevinsky, Alberto Santamaría-Pang, Bülent Yener:
A computational study on convolutional feature combination strategies for grade classification in colon cancer using fluorescence microscopy data. Digital Pathology 2017: 101400Q - 2016
- [c10]Yousef Al-Kofahi, Christopher Sevinsky, Alberto Santamaría-Pang, Fiona Ginty, Anup Sood, Qing Li:
Multi-channel algorithm for segmentation of tumor blood vessels using multiplexed image data. ISBI 2016: 213-216 - 2015
- [j4]Alberto Santamaría-Pang, Paul Hernandez-Herrera
Automatic Morphological Reconstruction of Neurons from Multiphoton and Confocal Microscopy Images Using 3D Tubular Models. Neuroinformatics 13(3): 297-320 (2015) - [c9]Alberto Santamaría-Pang, Jens Rittscher
Cell segmentation and classification by hierarchical supervised shape ranking. ISBI 2015: 1296-1299 - 2014
- [c8]Jens Rittscher, Alberto Santamaría-Pang:
Mapping for tissue based cytometry. ISBI 2014: 278-281 - 2013
- [j3]Michael J. Gerdes, Christopher J. Sevinsky, Anup Sood, Sudeshna Adak, Musodiq O. Bello, Alexander Bordwell, Ali Can, Alex Corwin, Sean Dinn, Robert Filkins, Denise Hollman, Vidya Kamath, Sireesha Kaanumalle, Kevin B. Kenny, Melinda Larsen, Michael Lazare, Qing Li, Christina Lowes, Colin C. McCulloch, Elizabeth McDonough, Michael Montalto, Zhengyu Pang, Jens Rittscher
Highly multiplexed single-cell analysis of formalin-fixed, paraffin-embedded cancer tissue. Proc. Natl. Acad. Sci. USA 110(29): 11982-11987 (2013) - [c7]Alberto Santamaría-Pang, Yuchi Huang, Jens Rittscher
Cell segmentation and classification via unsupervised shape ranking. ISBI 2013: 406-409 - 2012
- [c6]Daniel Margolis, Alberto Santamaría-Pang, Jens Rittscher
Tissue segmentation and classification using graph-based unsupervised clustering. ISBI 2012: 162-165 - 2010
- [j2]Ioannis A. Kakadiaris
Functional Morphology Analysis of the Left Anterior Descending Coronary Artery in EBCT Images. IEEE Trans. Biomed. Eng. 57(8): 1886-1896 (2010) - [c5]Alberto Santamaría-Pang, Sandeep Dutta, Sokratis Makrogiannis
Automated liver lesion characterization using fast kVp switching dual energy computed tomography imaging. Computer-Aided Diagnosis 2010: 76240V
2000 – 2009
- 2008
- [j1]Alberto Santamaría-Pang, Teodor Stefan Bildea, Tan Shan
Denoising for 3-D Photon-Limited Imaging Data Using Nonseparable Filterbanks. IEEE Trans. Image Process. 17(12): 2312-2323 (2008) - 2007
- [c4]Alberto Santamaría-Pang, Costa M. Colbert, Peter Saggau, Ioannis A. Kakadiaris:
Automatic Centerline Extraction of Irregular Tubular Structures Using Probability Volumes from Multiphoton Imaging. MICCAI (2) 2007: 486-494 - 2006
- [c3]S. Urban, Sean M. O'Malley, B. Walsh, Alberto Santamaría-Pang, Peter Saggau, Costa M. Colbert, Ioannis A. Kakadiaris:
Automatic Reconstruction of Dendrite Morphology from Optical Section Stacks. CVAMIA 2006: 190-201 - [c2]Alberto Santamaría-Pang, Teodor Stefan Bildea, Ioannis Konstantinidis
Adaptive Frames-Based Denoising of Confocal Microscopy Data. ICASSP (2) 2006: 85-88 - 2004
- [c1]Ioannis A. Kakadiaris
Three-Dimensional Shape-Motion Analysis of the Left Anterior Descending Coronary Artery in EBCT Images. MICCAI (2) 2004: 1025-1033
Coauthor Index
aka: James R. Kubricht
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