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Publication search results
found 14 matches
- 2024
- Andreas K. Maier
, Julia A. Schnabel
, Pallavi Tiwari
, Oliver Stegle
:
Machine Learning for Multimodal Healthcare Data - First International Workshop, ML4MHD 2023, Honolulu, Hawaii, USA, July 29, 2023, Proceedings. Lecture Notes in Computer Science 14315, Springer 2024, ISBN 978-3-031-47678-5 [contents] - 2023
- Frances M. Aponte-Caraballo
, Frances Heredia-Negrón
, Brenda G. Nieves-Rodriguez, Abiel Roche-Lima
:
Death Prediction by Race in Colorectal Cancer Patients Using Machine Learning Approaches. ML4MHD 2023: 1-6 - Anastasiya Belyaeva, Justin Cosentino, Farhad Hormozdiari, Krish Eswaran, Shravya Shetty, Greg Corrado, Andrew Carroll, Cory Y. McLean, Nicholas A. Furlotte:
Multimodal LLMs for Health Grounded in Individual-Specific Data. ML4MHD 2023: 86-102 - Niharika Shimona D'Souza, Hongzhi Wang, Andrea Giovannini, Antonio Foncubierta-Rodríguez, Kristen L. Beck, Orest B. Boyko, Tanveer F. Syeda-Mahmood:
MaxCorrMGNN: A Multi-graph Neural Network Framework for Generalized Multimodal Fusion of Medical Data for Outcome Prediction. ML4MHD 2023: 141-154 - Daisy Yi Ding, Xiaotao Shen
, Michael Snyder
, Robert Tibshirani:
Semi-supervised Cooperative Learning for Multiomics Data Fusion. ML4MHD 2023: 54-63 - Sunmin Eom
, Sunwoo Eom
, Peter Washington
:
SIM-CNN: Self-supervised Individualized Multimodal Learning for Stress Prediction on Nurses Using Biosignals. ML4MHD 2023: 155-171 - Dominic Giles, Robert J. Gray, Chris Foulon, Guilherme Pombo, Tianbo Xu, James K. Ruffle
, Hans Rolf Jäger
, Manuel Jorge Cardoso, Sébastien Ourselin, Geraint Rees, Ashwani Jha
, Parashkev Nachev:
InterSynth: A Semi-Synthetic Framework for Benchmarking Prescriptive Inference from Observational Data. ML4MHD 2023: 172-188 - Debesh Jha, Vanshali Sharma, Neethi Dasu, Nikhil Kumar Tomar, Steven Hicks, Manas Kamal Bhuyan, Pradip K. Das, Michael A. Riegler, Pål Halvorsen, Ulas Bagci, Thomas de Lange
:
GastroVision: A Multi-class Endoscopy Image Dataset for Computer Aided Gastrointestinal Disease Detection. ML4MHD 2023: 125-140 - Farnaz Khun Jush
, Peter M. Dueppenbecker, Andreas K. Maier
:
Speed-of-Sound Mapping for Pulse-Echo Ultrasound Raw Data Using Linked-Autoencoders. ML4MHD 2023: 103-114 - Jeongwon Lee, Dae-Shik Kim:
RobustSsF: Robust Missing Modality Brain Tumor Segmentation with Self-supervised Learning-Based Scenario-Specific Fusion. ML4MHD 2023: 43-53 - Yongsheng Mei
, Guru Venkataramani
, Tian Lan
:
Exploiting Partial Common Information Microstructure for Multi-modal Brain Tumor Segmentation. ML4MHD 2023: 64-85 - Karthik Shetty, Annette Birkhold, Bernhard Egger, Srikrishna Jaganathan, Norbert Strobel, Markus Kowarschik, Andreas K. Maier:
HOOREX: Higher Order Optimizers for 3D Recovery from X-Ray Images. ML4MHD 2023: 115-124 - Harsh Shrivastava, Urszula Chajewska:
Neural Graph Revealers. ML4MHD 2023: 7-25 - Tobias Weise
, Paula Andrea Pérez-Toro
, Andrea Deitermann, Bettina Hoffmann, Kubilay Can Demir
, Theresa Straetz, Elmar Nöth
, Andreas K. Maier
, Thomas Kallert, Seung Hee Yang
:
Multi-modal Biomarker Extraction Framework for Therapy Monitoring of Social Anxiety and Depression Using Audio and Video. ML4MHD 2023: 26-42
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