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Guttag, John
224  Ergebnisse:
Personensuche X
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1

Kaleidoscope: Semantically-grounded, context-specific ML mo..:

, In: Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems,
Suresh, Harini ; Shanmugam, Divya ; Chen, Tiffany... - p. 1-13 , 2023
Link: https://dl.acm.org/doi/1..
 
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2

ECG-guided non-invasive estimation of pulmonary congestion ..:

Raghu, Aniruddh ; Schlesinger, Daphne ; Pomerantsev, Eugene...
Scientific Reports.  13 (2023)  1 - p. , 2023
Link: https://doi.org/10.1038/..
 
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3

UniverSeg: Universal Medical Image Segmentation:

, In: 2023 IEEE/CVF International Conference on Computer Vision (ICCV),
Butoi, Victor Ion ; Gonzalez Ortiz, Jose Javier ; Ma, Tianyu... - p. 21381-21394 , 2023
Link: https://doi.org/10.1109/..
 
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4

Saliency Cards: A Framework to Characterize and Compare Sal..:

, In: Proceedings of the 2023 ACM Conference on Fairness, Accountability, and Transparency,
Boggust, Angie ; Suresh, Harini ; Strobelt, Hendrik.. - p. 285-296 , 2023
Link: https://dl.acm.org/doi/1..
 
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5

Augmenting existing deterioration indices with chest radiog..:

Mu, Emily ; Jabbour, Sarah ; Dalca, Adrian V....
PLOS ONE.  17 (2022)  2 - p. e0263922 , 2022
Link: https://doi.org/10.1371/..
 
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6

Intuitively Assessing ML Model Reliability through Example-..:

, In: 27th International Conference on Intelligent User Interfaces,
Suresh, Harini ; Lewis, Kathleen M ; Guttag, John. - p. 767-781 , 2022
Link: https://dl.acm.org/doi/1..
 
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7

HyperMorph: Amortized Hyperparameter Learning for Image Reg..:

, In: Lecture Notes in Computer Science; Information Processing in Medical Imaging,
Hoopes, Andrew ; Hoffmann, Malte ; Fischl, Bruce.. - p. 3-17 , 2021
Link: https://doi.org/10.1007/..
 
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8

A Framework for Understanding Sources of Harm throughout th..:

, In: Equity and Access in Algorithms, Mechanisms, and Optimization,
Suresh, Harini ; Guttag, John - p. 1-9 , 2021
Link: https://dl.acm.org/doi/1..
 
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9

350. Joint Modeling of EHR and CXR Data to Predict COVID-19..:

Mu, Emily ; Jabbour, Sarah ; Sjoding, Michael...
Open Forum Infectious Diseases.  8 (2021)  Supplement_1 - p. S279-S279 , 2021
Link: https://doi.org/10.1093/..
 
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10

Better Aggregation in Test-Time Augmentation:

, In: 2021 IEEE/CVF International Conference on Computer Vision (ICCV),
Shanmugam, Divya ; Blalock, Davis ; Balakrishnan, Guha. - p. 1194-1203 , 2021
Link: https://doi.org/10.1109/..
 
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11

Learning to predict with supporting evidence : applicati..:

, In: Proceedings of the Conference on Health, Inference, and Learning,
Raghu, Aniruddh ; Guttag, John ; Young, Katherine... - p. 95-104 , 2021
Link: https://dl.acm.org/doi/1..
 
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12

Fast learning-based registration of sparse 3D clinical imag..:

, In: Proceedings of the ACM Conference on Health, Inference, and Learning,
Lewis, Kathleen ; Rost, Natalia S. ; Guttag, John. - p. 90-98 , 2020
Link: https://dl.acm.org/doi/1..
 
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13

Unsupervised learning of probabilistic diffeomorphic regist..:

Dalca, Adrian V. ; Balakrishnan, Guha ; Guttag, John.
Medical Image Analysis.  57 (2019)  - p. 226-236 , 2019
Link: https://doi.org/10.1016/..
 
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14

2387. Learning the Influence of Individual Clostridioides d..:

Mu, Emily ; Makar, Maggie ; West, Lauren R...
Open Forum Infectious Diseases.  6 (2019)  Supplement_2 - p. S824-S825 , 2019
Link: https://doi.org/10.1093/..
 
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15

Visual Deprojection: Probabilistic Recovery of Collapsed Di..:

, In: 2019 IEEE/CVF International Conference on Computer Vision (ICCV),
Balakrishnan, Guha ; Dalca, Adrian ; Zhao, Amy... - p. 171-180 , 2019
Link: https://doi.org/10.1109/..
 
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