Celia Cintas
- Smooth Grad-CAM++: An Enhanced Inference Level Visualization Technique for Deep Convolutional Neural Network Models
2019/08/03 by Daniel Omeiza, Skyler Speakman, Omeiza, Daniel +5 · 20 citations
Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences
- FUTURE-AI: International consensus guideline for trustworthy and deployable artificial intelligence in healthcare
2023/08/11 by Karim Lekadir, Lekadir, Karim, Aasa Feragen +214 · 23 citations
Economics, Econometrics and Finance · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computer Vision and Pattern Recognition (cs.CV) #Computers and Society (cs.CY) #Ethics in Clinical Research #FOS: Computer and information sciences #Health Systems, Economic Evaluations, Quality of Life #I.2.0 #I.4.0 #I.5.0 #Machine Learning (cs.LG)
- Estimating Skin Tone and Effects on Classification Performance in Dermatology Datasets
2019/10/29 by Newton Mwai Kinyanjui, Timothy Odonga, Kinyanjui, Newton M. +11 · 8 citations
Medicine · Computer Science · #Cutaneous Melanoma Detection and Management #AI in cancer detection #Digital Imaging for Blood Diseases
- FUTURE-AI: international consensus guideline for trustworthy and deployable artificial intelligence in healthcare
2025/02/05 by Karim Lekadir, Alejandro F. Frangi, Antonio R. Porras +46 · 1 voice · 8 citations
Medicine · Health Professions · #Artificial Intelligence in Healthcare and Education #Ethics in Clinical Research #Artificial Intelligence in Healthcare
- Revisiting Skin Tone Fairness in Dermatological Lesion Classification
2023/08/18 by Thorsten Kalb, Kaisar Kushibar, Kalb, Thorsten +9 · 2 citations
Medicine · #Computer Vision and Pattern Recognition (cs.CV) #Computers and Society (cs.CY) #Cutaneous Melanoma Detection and Management #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Skin Protection and Aging #electronic engineering #information engineering
- Identifying Audio Adversarial Examples via Anomalous Pattern Detection
2020/02/13 by Victor Akinwande, Akinwande, Victor, Celia Cintas +5 · 1 citation
Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Audio and Speech Processing (eess.AS) #Cryptography and Security (cs.CR) #Digital Media Forensic Detection #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Sound (cs.SD) #electronic engineering #information engineering
- Efficient Representation of the Activation Space in Deep Neural Networks
2023/12/13 by Tanya Akumu, Celia Cintas, Akumu, Tanya +9 · 1 citation
Computer Science · Materials Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science