Lisa M. Koch

1. Deep Learning Techniques for Automatic MRI Cardiac Multi-Structures Segmentation and Diagnosis: Is the Problem Solved?
   2018/05/17 by Olivier Bernard, Alain Lalande, Clément Zotti +43 · 98 citations
   Medicine · #Cardiac Imaging and Diagnostics #Cardiac Structural Anomalies and Repair #Cardiac Valve Diseases and Treatments
2. SonoNet: Real-Time Detection and Localisation of Fetal Standard Scan\n Planes in Freehand Ultrasound
   2016/12/16 by Christian F. Baumgartner, Konstantinos Kamnitsas, Baumgartner, Christian F. +14 · 5 citations
   Medicine · Biochemistry, Genetics and Molecular Biology · Computer Science · #Fetal and Pediatric Neurological Disorders #Cleft Lip and Palate Research #Domain Adaptation and Few-Shot Learning
3. Employing Weak Annotations for Medical Image Analysis Problems
   2017/08/21 by Martin Rajchl, Rajchl, Martin, Lisa M. Koch +11 · 2 citations
   Computer Science · Medicine · #Advanced Neural Network Applications #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Mobile Crowdsensing and Crowdsourcing
4. Right for the Wrong Reason: Can Interpretable ML Techniques Detect Spurious Correlations?
   2023/07/23 by Susu Sun, Sun, Susu, Lisa M. Koch +3 · 5 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare #Topic Modeling
5. An Exploration of 2D and 3D Deep Learning Techniques for Cardiac MR\n Image Segmentation
   2017/09/13 by Christian F. Baumgartner, Lisa M. Koch, Baumgartner, Christian F. +5 · 1 citation
   Computer Science · Engineering · Medicine · #Advanced Neural Network Applications #Advanced X-ray and CT Imaging #Cardiac Valve Diseases and Treatments #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
6. Attri-Net: A Globally and Locally Inherently Interpretable Model for Multi-Label Classification Using Class-Specific Counterfactuals
   2024/06/08 by Susu Sun, Stefano Woerner, Sun, Susu +7 · 1 voice · 1 citation
   Computer Science · Medicine · #Explainable Artificial Intelligence (XAI) #Artificial Intelligence in Healthcare and Education #Machine Learning in Healthcare