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2020 – today
- 2025
[e3]Islem Rekik
, Ehsan Adeli, Sang Hyun Park, Celia Cintas:
Predictive Intelligence in Medicine - 7th International Workshop, PRIME 2024, Held in Conjunction with MICCAI 2024, Marrakesh, Morocco, October 6, 2024, Proceedings. Lecture Notes in Computer Science 15155, Springer 2025, ISBN 978-3-031-74560-7 [contents]- 2024
- [c19]Victor Akinwande, Megan MacGregor, Celia Cintas, Ehud Karavani, Dennis Wei, Kush R. Varshney, Pablo A. Nepomnaschy:
Using Causal Inference to Investigate Contraceptive Discontinuation in Sub-Saharan Africa. IJCAI 2024: 7161-7169 - [c18]Assala Benmalek, Celia Cintas, Girmaw Abebe Tadesse, Roxana Daneshjou, Kush R. Varshney, Dalila Cherifi:
Evaluating the Impact of Skin Tone Representation on Out-of-Distribution Detection Performance in Dermatology. ISBI 2024: 1-5 - 2023
- [j6]Skyler Speakman, Girmaw Abebe Tadesse, Celia Cintas, William Ogallo, Tanya Akumu, Adebayo Oshingbesan:
Detecting Systematic Deviations in Data and Models. Computer 56(2): 82-92 (2023) - [j5]Girmaw Abebe Tadesse, Celia Cintas, Kush R. Varshney, Peter W. J. Staar, Chinyere Agunwa, Skyler Speakman, Justin Jia, Elizabeth E. Bailey, Ademide Adelekun, Jules Lipoff, Ginikanwa Onyekaba, Jenna C. Lester, Veronica Rotemberg, James Zou, Roxana Daneshjou:
Skin Tone Analysis for Representation in Educational Materials (STAR-ED) using machine learning. npj Digit. Medicine 6 (2023) - [c17]Thorsten Kalb, Kaisar Kushibar, Celia Cintas, Karim Lekadir, Oliver Díaz, Richard Osuala:
Revisiting Skin Tone Fairness in Dermatological Lesion Classification. CLIP/FAIMI/EPIMI@MICCAI 2023: 246-255 - [c16]Hannah Kim, Celia Cintas, Girmaw Abebe Tadesse, Skyler Speakman:
Spatially Constrained Adversarial Attack Detection and Localization in the Representation Space of Optical Flow Networks. IJCAI 2023: 965-973 - [c15]Pablo Navarro, Celia Cintas, Manuel J. Lucena, José Manuel Fuertes, Antonio Jesús Rueda, Rafael Jesús Segura, Carlos J. Ogáyar-Anguita, Rolando González-José, Claudio Delrieux:
IberianVoxel: Automatic Completion of Iberian Ceramics for Cultural Heritage Studies. IJCAI 2023: 5833-5841 - [e2]Islem Rekik, Ehsan Adeli, Sang Hyun Park, Celia Cintas, Ghada Zamzmi:
Predictive Intelligence in Medicine - 6th International Workshop, PRIME 2023, Held in Conjunction with MICCAI 2023, Vancouver, BC, Canada, October 8, 2023, Proceedings. Lecture Notes in Computer Science 14277, Springer 2023, ISBN 978-3-031-46004-3 [contents] - [i15]Girmaw Abebe Tadesse, Jannis Born, Celia Cintas, William Ogallo, Dmitry Zubarev, Matteo Manica, Komminist Weldemariam:
Domain-agnostic and Multi-level Evaluation of Generative Models. CoRR abs/2301.08750 (2023) - [i14]Thorsten Kalb, Kaisar Kushibar, Celia Cintas, Karim Lekadir, Oliver Díaz, Richard Osuala:
Revisiting Skin Tone Fairness in Dermatological Lesion Classification. CoRR abs/2308.09640 (2023) - [i13]Karim Lekadir, Aasa Feragen, Abdul Joseph Fofanah, Alejandro F. Frangi, Alena Buyx, Anais Emelie, Andrea Lara, Antonio R. Porras, An-Wen Chan, Arcadi Navarro, Ben Glocker, Benard Ohene Botwe, Bishesh Khanal, Brigit Beger, Carol C. Wu, Celia Cintas, Curtis P. Langlotz, Daniel Rueckert, Deogratias Mzurikwao, Dimitrios I. Fotiadis, Doszhan Zhussupov, Enzo Ferrante, Erik Meijering, Eva Weicken, Fabio A. González, Folkert W. Asselbergs, Fred W. Prior, Gabriel P. Krestin, Gary S. Collins, Geletaw Sahle Tegenaw, Georgios Kaissis, Gianluca Misuraca, Gianna Tsakou, Girish Dwivedi, Haridimos Kondylakis, Harsha Jayakody, Henry C. Woodruff, Hugo J. W. L. Aerts, Ian Walsh, Ioanna Chouvarda, Irène Buvat, Islem Rekik, James S. Duncan, Jayashree Kalpathy-Cramer, Jihad Zahir, Jinah Park, John Mongan, Judy W. Gichoya, Julia A. Schnabel, et al.:
FUTURE-AI: International consensus guideline for trustworthy and deployable artificial intelligence in healthcare. CoRR abs/2309.12325 (2023) - [i12]Miriam Rateike, Celia Cintas, John Wamburu, Tanya Akumu, Skyler Speakman:
Weakly Supervised Detection of Hallucinations in LLM Activations. CoRR abs/2312.02798 (2023) - [i11]Tanya Akumu, Celia Cintas, Girmaw Abebe Tadesse, Adebayo Oshingbesan, Skyler Speakman, Edward McFowland III:
Efficient Representation of the Activation Space in Deep Neural Networks. CoRR abs/2312.08143 (2023) - 2022
- [j4]Leonardo Morales, Pablo Navarro, Celia Cintas, Rolando González-José, Virginia Ramallo, Claudio Delrieux:
Bulsarapp: Interactive Visual Analysis for Surname Trend Exploration. IEEE Computer Graphics and Applications 42(4): 28-39 (2022) - [j3]Celia Cintas, Skyler Speakman, Girmaw Abebe Tadesse, Victor Akinwande, Edward McFowland III, Komminist Weldemariam:
Pattern detection in the activation space for identifying synthesized content. Pattern Recognit. Lett. 153: 207-213 (2022) - [c14]John Wamburu, Girmaw Abebe Tadesse, Celia Cintas, Adebayo Oshingbesan, Tanya Akumu, Skyler Speakman:
Systematic Discovery of Bias in Data. IEEE Big Data 2022: 4719-4725 - [c13]Girmaw Abebe Tadesse, William Ogallo, Celia Cintas, Skyler Speakman:
Model-free feature selection to facilitate automatic discovery of divergent subgroups in tabular data. IEEE Big Data 2022: 6039-6047 - [c12]Celia Cintas, Payel Das, Brian Quanz, Girmaw Abebe Tadesse, Skyler Speakman, Pin-Yu Chen:
Towards Creativity Characterization of Generative Models via Group-Based Subset Scanning. IJCAI 2022: 4929-4935 - [c11]Hannah Kim, Girmaw Abebe Tadesse, Celia Cintas, Skyler Speakman, Kush R. Varshney:
Out-of-Distribution Detection in Dermatology Using Input Perturbation and Subset Scanning. ISBI 2022: 1-4 - [e1]Islem Rekik, Ehsan Adeli, Sang Hyun Park, Celia Cintas:
Predictive Intelligence in Medicine - 5th International Workshop, PRIME 2022, Held in Conjunction with MICCAI 2022, Singapore, September 22, 2022, Proceedings. Lecture Notes in Computer Science 13564, Springer 2022, ISBN 978-3-031-16918-2 [contents] - [i10]Celia Cintas, Payel Das, Brian Quanz, Girmaw Abebe Tadesse, Skyler Speakman, Pin-Yu Chen:
Towards Creativity Characterization of Generative Models via Group-based Subset Scanning. CoRR abs/2203.00523 (2022) - [i9]Girmaw Abebe Tadesse, William Ogallo, Celia Cintas, Skyler Speakman:
Model-free feature selection to facilitate automatic discovery of divergent subgroups in tabular data. CoRR abs/2203.04386 (2022) - 2021
- [c10]Vesna Resende Barros, Victor Akinwande, Itay Manes, Osnat Bar-Shira, Celia Cintas, Yishai Shimoni, Michal Rosen-Zvi:
Towards effect estimation of COVID-19 Non-pharmaceutical Interventions. AMIA 2021 - [c9]Celia Cintas, Victor Akinwande, Ramya Raghavendra, Girmaw Abebe Tadesse, Aisha Walcott, Charity Wayua, Fredrick Makumbi, Rhoda Wanyenze, Komminist Weldemariam:
Data-Driven Sequential Uptake Pattern Discovery for Family Planning Studies. AMIA 2021 - [c8]Girmaw Abebe Tadesse, Celia Cintas, Roxana Daneshjou, Kush R. Varshney, Peter W. J. Staar, Skyler Speakman, Kenya Andrews, Chinyere Agunwa, Justin Jia, Elizabeth E. Bailey, Jules Lipoff, Ginikanwa Onyekaba, Veronica Rotemberg, Ademide Adelekun, James Y. Zou:
Racial Representation Analysis in Dermatology Academic Materials. AMIA 2021 - [i8]Celia Cintas, Payel Das, Brian Quanz, Skyler Speakman, Victor Akinwande, Pin-Yu Chen:
Towards creativity characterization of generative models via group-based subset scanning. CoRR abs/2104.00479 (2021) - [i7]Hannah Kim, Girmaw Abebe Tadesse, Celia Cintas, Skyler Speakman, Kush R. Varshney:
Out-of-Distribution Detection in Dermatology using Input Perturbation and Subset Scanning. CoRR abs/2105.11160 (2021) - [i6]Celia Cintas, Skyler Speakman, Girmaw Abebe Tadesse, Victor Akinwande, Edward McFowland III, Komminist Weldemariam:
Pattern Detection in the Activation Space for Identifying Synthesized Content. CoRR abs/2105.12479 (2021) - 2020
- [c7]Samuel C. Maina, Reginald E. Bryant, William O. Ogallo, Kush R. Varshney, Skyler Speakman, Celia Cintas, Aisha Walcott-Bryant, Robert-Florian Samoilescu, Komminist Weldemariam:
Preservation of Anomalous Subgroups On Variational Autoencoder Transformed Data. ICASSP 2020: 3627-3631 - [c6]Celia Cintas, Skyler Speakman, Victor Akinwande, William Ogallo, Komminist Weldemariam, Srihari Sridharan, Edward McFowland:
Detecting Adversarial Attacks via Subset Scanning of Autoencoder Activations and Reconstruction Error. IJCAI 2020: 876-882 - [c5]Celia Cintas, Ramya Raghavendra, Victor Akinwande, Aisha Walcott-Bryant, Charity Wayua, Komminist Weldemariam:
Decision Platform for Pattern Discovery and Causal Effect Estimation in Contraceptive Discontinuation. IJCAI 2020: 5288-5290 - [c4]Newton M. Kinyanjui, Timothy Odonga, Celia Cintas, Noel C. F. Codella, Rameswar Panda, Prasanna Sattigeri, Kush R. Varshney:
Fairness of Classifiers Across Skin Tones in Dermatology. MICCAI (6) 2020: 320-329 - [i5]Victor Akinwande, Celia Cintas, Skyler Speakman, Srihari Sridharan:
Identifying Audio Adversarial Examples via Anomalous Pattern Detection. CoRR abs/2002.05463 (2020) - [i4]Girmaw Abebe Tadesse, Celia Cintas, Skyler Speakman, Komminist Weldemariam:
Prediction of neonatal mortality in Sub-Saharan African countries using data-level linkage of multiple surveys. CoRR abs/2011.12707 (2020)
2010 – 2019
- 2019
- [j2]Celia Cintas, Claudio Delrieux, Pablo Navarro, Mirsha Quinto-Sánchez, Bruno Pazos, Rolando González-José:
Automatic Ear Detection and Segmentation over Partially Occluded Profile Face Images. J. Comput. Sci. Technol. 19(01): 08 (2019) - [c3]Reginald E. Bryant, Celia Cintas, Isaac Wambugu, Andrew Kinai, Abdigani Diriye, Komminist Weldemariam:
Evaluation of Bias in Sensitive Personal Information Used to Train Financial Models. GlobalSIP 2019: 1-5 - [c2]Celia Cintas, William Ogallo, Aisha Walcott, Sekou L. Remy, Victor Akinwande, Samuel Osebe:
Towards neural abstractive clinical trial text summarization with sequence to sequence models. ICHI 2019: 1-3 - [c1]Samuel Osebe, Aisha Walcott, Komminist Weldemariam, Charles M. Wachira, Fiona Matu, Nelson Bore, David Kaguma, Juliet Mutahi, William Ogallo, Celia Cintas, Sekou L. Remy:
Enabling Care Continuity using a Digital Health Wallet. ICHI 2019: 1-7 - [i3]Daniel Omeiza, Skyler Speakman, Celia Cintas, Komminist Weldemariam:
Smooth Grad-CAM++: An Enhanced Inference Level Visualization Technique for Deep Convolutional Neural Network Models. CoRR abs/1908.01224 (2019) - [i2]Newton M. Kinyanjui, Timothy Odonga, Celia Cintas, Noel C. F. Codella, Rameswar Panda, Prasanna Sattigeri, Kush R. Varshney:
Estimating Skin Tone and Effects on Classification Performance in Dermatology Datasets. CoRR abs/1910.13268 (2019) - [i1]Reginald E. Bryant, Celia Cintas, Isaac Wambugu, Andrew Kinai, Komminist Weldemariam:
Analyzing Bias in Sensitive Personal Information Used to Train Financial Models. CoRR abs/1911.03623 (2019) - 2017
- [j1]Celia Cintas, Mirsha Quinto-Sánchez, Victor Acuña, Carolina Paschetta, Soledad de Azevedo, Caio Cesar Silva de Cerqueira, Virginia Ramallo, Carla Gallo, Giovanni Poletti, Maria Catira Bortolini, Samuel Canizales-Quinteros, Francisco Rothhammer, Gabriel Bedoya, Andres Ruiz-Linares, Rolando González-José, Claudio Delrieux:
Automatic ear detection and feature extraction using Geometric Morphometrics and convolutional neural networks. IET Biom. 6(3): 211-223 (2017)
Coauthor Index
aka: Girmaw Abebe Tadesse
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last updated on 2024-12-08 02:23 CET by the dblp team
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