Adam P. Harrison
10 papers · 2018–2022 · 4 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Conference Polyglot Β· Bronze π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (28) ποΈ Keyword Collector (51)
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Trend Setter
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Century Club Β· Bronze
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Unstoppable Β· Bronze
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Conference Pioneer
Top co-authors
Research topics
Machine Learning
(7)
Deep Learning
(6)
Computer Vision
(5)
Domain-Specific
(5)
Learning Types Β· Deep Learning
(5)
Healthcare & Medicine
(4)
Clinical
(4)
Analysis
(3)
Core Methods
(3)
Learning Types Β· Machine Learning
(3)
Artificial Intelligence
(2)
Application Areas
(2)
Architectures
(1)
Core AI
(1)
Learning Paradigms
(1)
Keywords
medical imaging
(5)
self-supervised learning
(2)
image classification
(1)
metric learning
(1)
adversarial learning
(1)
domain generalization
(1)
object detection
(1)
medical image analysis
(1)
chest x-ray
(1)
domain adaptation
(1)
neural architecture search
(1)
medical image segmentation
(1)
implicit representation
(1)
out-of-distribution generalization
(1)
semantic segmentation
(1)
markov decision process
(1)
computer aided diagnosis
(1)
3d segmentation
(1)
representation learning
(1)
feature alignment
(1)
Papers
Deep Implicit Statistical Shape Models for 3D Medical Image Delineation
AAAI 2022
Localized Adversarial Domain Generalization
CVPR 2022
Deep Lesion Tracker: Monitoring Lesions in 4D Longitudinal Imaging Studies
CVPR 2021
Window Loss for Bone Fracture Detection and Localization in X-ray Images with Point-based Annotation
AAAI 2021
Anatomy-Aware Siamese Network: Exploiting Semantic Asymmetry for Accurate Pelvic Fracture Detection in X-ray Images
ECCV 2020
Co-Heterogeneous and Adaptive Segmentation from Multi-Source and Multi-Phase CT Imaging Data: A Study on Pathological Liver and Lesion Segmentation
ECCV 2020
JSSR: A Joint Synthesis, Segmentation, and Registration System for 3D Multi-Modal Image Alignment of Large-scale Pathological CT Scans
ECCV 2020
Organ at Risk Segmentation for Head and Neck Cancer Using Stratified Learning and Neural Architecture Search
CVPR 2020
Deep Hierarchical Multi-label Classification of Chest X-ray Images
MIDL 2019
Deep Lesion Graphs in the Wild: Relationship Learning and Organization of Significant Radiology Image Findings in a Diverse Large-Scale Lesion Database
CVPR 2018