conftrace_

disease detection

33 papers

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Co-occurring keywords

medical imaging (971) speech analysis (363) convolutional neural network (4226) parkinson disease (44) medical image classification (81) deep learning (2118) multimodal learning (4645) named entity recognition (2813) recurrent neural network (1790) generative adversarial network (1944)

Papers

VidSole: A Multimodal Dataset for Joint Kinetics Quantification and Disease Detection with Deep Learning AAAI 2025
DART: Disease-aware Image-Text Alignment and Self-correcting Re-alignment for Trustworthy Radiology Report Generation CVPR 2025
Incongruent Multimodal Federated Learning for Medical Vision and Language-based Multi-label Disease Detection AAAI 2025
Personalized Heart Disease Detection via ECG Digital Twin Generation IJCAI 2024
Enhancing Healthcare Predictions with Deep Learning Models AAAI 2024
Automatic Longitudinal Investigation of Multiple Sclerosis Subjects INTERSPEECH 2024
Brainomaly: Unsupervised Neurologic Disease Detection Utilizing Unannotated T1-Weighted Brain MR Images WACV 2024
Med-Real2Sim: Non-Invasive Medical Digital Twins using Physics-Informed Self-Supervised Learning NIPS 2024
Speech and Language Biomarkers of Neurodegenerative Conditions: Developing Cross-Linguistically Valid Tools for Automatic Analysis COLING 2024
Do Phonatory Features Display Robustness to Characterize Parkinsonian Speech Across Corpora? INTERSPEECH 2023
The SocialDisNER shared task on detection of disease mentions in health-relevant content from social media: methods, evaluation, guidelines and corpora COLING 2022
M3T: Three-Dimensional Medical Image Classifier Using Multi-Plane and Multi-Slice Transformer CVPR 2022
Challenges of using longitudinal and cross-domain corpora on studies of pathological speech INTERSPEECH 2022
UnfoldML: Cost-Aware and Uncertainty-Based Dynamic 2D Prediction for Multi-Stage Classification NIPS 2022
dezzai@SMM4H’22: Tasks 5 & 10 - Hybrid models everywhere COLING 2022
IAI @ SocialDisNER : Catch me if you can! Capturing complex disease mentions in tweets COLING 2022
Speaking Corona? Human and Machine Recognition of COVID-19 from Voice INTERSPEECH 2021
Image Sequence Generation and Analysis via GRU and Attention for Trachomatous Trichiasis Classification MIDL 2021
Automatic Quantification of Plant Disease From Field Image Data Using Deep Learning WACV 2021
EeLISA: Combating Global Warming Through the Rapid Analysis of Eelgrass Wasting Disease AAAI 2021
XProtoNet: Diagnosis in Chest Radiography With Global and Local Explanations CVPR 2021
Raw Speech Waveform Based Classification of Patients with ALS, Parkinson’s Disease and Healthy Controls Using CNN-BLSTM INTERSPEECH 2020
Disfluencies and Fine-Tuning Pre-Trained Language Models for Detection of Alzheimer’s Disease INTERSPEECH 2020
When Radiology Report Generation Meets Knowledge Graph AAAI 2020
Building Trust in Deep Learning System towards Automated Disease Detection AAAI 2019