Ha Hong
Ha Hong
Caption Health, Inc.; MIT
E-mail confirmado em mit.edu
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Performance-optimized hierarchical models predict neural responses in higher visual cortex
DLK Yamins*, H Hong*, CF Cadieu, EA Solomon, D Seibert, JJ DiCarlo
Proceedings of the National Academy of Sciences 111 (23), 8619-8624, 2014
12582014
Deep Neural Networks Rival the Representation of Primate IT Cortex for Core Visual Object Recognition
CF Cadieu, H Hong, DLK Yamins, N Pinto, D Ardila, EA Solomon, ...
PLoS computational biology 10 (12), e1003963, 2014
5432014
Explicit information for category-orthogonal object properties increases along the ventral stream
H Hong*, DLK Yamins*, NJ Majaj, JJ DiCarlo
Nature neuroscience 19 (4), 613-622, 2016
2252016
Brain-score: Which artificial neural network for object recognition is most brain-like?
M Schrimpf, J Kubilius, H Hong, NJ Majaj, R Rajalingham, EB Issa, K Kar, ...
BioRxiv, 407007, 2020
1552020
Hierarchical modular optimization of convolutional networks achieves representations similar to macaque IT and human ventral stream
DL Yamins*, H Hong*, C Cadieu, JJ DiCarlo
Advances in neural information processing systems, 3093-3101, 2013
1362013
Simple learned weighted sums of inferior temporal neuronal firing rates accurately predict human core object recognition performance
NJ Majaj*, H Hong*, EA Solomon, JJ DiCarlo
The Journal of Neuroscience 35 (39), 13402-13418, 2015
1122015
Flickering analysis of erythrocyte mechanical properties: dependence on oxygenation level, cell shape, and hydration level
YZ Yoon, H Hong, A Brown, DC Kim, DJ Kang, VL Lew, P Cicuta
Biophysical journal 97 (6), 1606-1615, 2009
832009
Brain-like object recognition with high-performing shallow recurrent ANNs
J Kubilius, M Schrimpf, K Kar, H Hong, NJ Majaj, R Rajalingham, EB Issa, ...
arXiv preprint arXiv:1909.06161, 2019
722019
Automated echocardiographic quantification of left ventricular ejection fraction without volume measurements using a machine learning algorithm mimicking a human expert
FM Asch, N Poilvert, T Abraham, M Jankowski, J Cleve, M Adams, ...
Circulation: Cardiovascular Imaging 12 (9), e009303, 2019
572019
The neural representation benchmark and its evaluation on brain and machine
CF Cadieu, H Hong, D Yamins, N Pinto, NJ Majaj, JJ DiCarlo
International Conference on Learning Representations (ICLR), 2013
302013
Utility of a deep-learning algorithm to guide novices to acquire echocardiograms for limited diagnostic use
A Narang, R Bae, H Hong, Y Thomas, S Surette, C Cadieu, A Chaudhry, ...
JAMA cardiology 6 (6), 624-632, 2021
152021
Guided navigation of an ultrasound probe
C Cadieu, H Hong, K Koepsell, J Mathe, M Wojtczyk
US Patent App. 15/831,375, 2018
112018
A performance-optimized model of neural responses across the ventral visual stream
D Seibert, D Yamins, D Ardila, H Hong, JJ DiCarlo, JL Gardner
bioRxiv, 036475, 2016
92016
A unified neuronal population code fully explains human object recognition
N Majaj, H Hong, E Solomon, JJ DiCarlo
Computational and Systems Neuroscience (COSYNE), 2012
72012
Accuracy and reproducibility of a novel artificial intelligence deep learning-based algorithm for automated calculation of ejection fraction in echocardiography
FM Asch, T Abraham, M Jankowski, J Cleve, M Adams, N Romano, ...
Journal of the American College of Cardiology 73 (9S1), 1447-1447, 2019
62019
Computational similarities between visual and auditory cortex studied with convolutional neural networks, fMRI, and electrophysiology
A Kell, D Yamins, S Norman-Haignere, D Seibert, H Hong, J DiCarlo, ...
Journal of vision 15 (12), 1093-1093, 2015
62015
Tapinarof cream 1% QD for the treatment of plaque psoriasis: efficacy and safety in two pivotal phase 3 trials
M Lebwohl, LS Gold, B Strober, A Armstrong, HCH Hong, L Kircik, ...
J Skin 4 (6), s75, 2020
42020
Acquisition of diagnostic echocardiographic images by novices using a deep learning based image guidance algorithm
A Narang, R Bae, H Hong, Y Thomas, S Surette, C Cadieu, A Chaudhry, ...
Journal of the American College of Cardiology 75 (11_Supplement_1), 1564-1564, 2020
32020
Deep Learning Algorithm for Fully-Automated Left Ventricular Ejection Fraction Measurement: P2-45
N Poilvert, H Hong, N Romano, D Adams, C Cadieu, R Bae, R Martin
Journal of the American Society of Echocardiography 31 (6), 2018
32018
Deep Learning–Based Automated Echocardiographic Quantification of Left Ventricular Ejection Fraction: A Point-of-Care Solution
FM Asch, V Mor-Avi, D Rubenson, S Goldstein, M Saric, I Mikati, S Surette, ...
Circulation: Cardiovascular Imaging 14 (6), e012293, 2021
22021
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