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Publication search results
found 17 matches
- 2023
- Yanqi Cheng, Lihao Liu, Shujun Wang
, Yueming Jin, Carola-Bibiane Schönlieb, Angelica I. Avilés-Rivero:
Why Deep Surgical Models Fail?: Revisiting Surgical Action Triplet Recognition Through the Lens of Robustness. TML4H 2023: 177-189 - Isabel Chien, Javier González Hernández, Richard E. Turner:
Safe Exploration in Dose Finding Clinical Trials with Heterogeneous Participants. TML4H 2023: 51-59 - Georgios Efstathiadis
, Patrick Emedom-Nnamdi, Arinbjörn Kolbeinsson, Jukka-Pekka Onnela, Junwei Lu:
STASIS: Reinforcement Learning Simulators for Human-Centric Real-World Environments. TML4H 2023: 85-92 - Luca Franceschi, Cemre Zor, Muhammad Bilal Zafar, Gianluca Detommaso, Cédric Archambeau, Tamas Madl, Michele Donini, Matthias W. Seeger:
Explaining Multiclass Classifiers with Categorical Values: A Case Study in Radiography. TML4H 2023: 11-24 - Alejandro Guerra-Manzanares
, L. Julian Lechuga Lopez
, Michail Maniatakos
, Farah E. Shamout
:
Privacy-Preserving Machine Learning for Healthcare: Open Challenges and Future Perspectives. TML4H 2023: 25-40 - Konstantin Hemker
, Zohreh Shams
, Mateja Jamnik
:
CGXplain: Rule-Based Deep Neural Network Explanations Using Dual Linear Programs. TML4H 2023: 60-72 - Piotr Keller, Muhammad Dawood, Fayyaz ul Amir Afsar Minhas:
Do Tissue Source Sites Leave Identifiable Signatures in Whole Slide Images Beyond Staining? TML4H 2023: 1-10 - Gilad Kutiel, Regev Cohen, Michael Elad, Daniel Freedman, Ehud Rivlin:
Conformal Prediction Masks: Visualizing Uncertainty in Medical Imaging. TML4H 2023: 163-176 - Jong Kwon
, Jianbo Jiao
, Alice Self
, Julia Alison Noble
, Aris T. Papageorghiou
:
A Kernel Density Estimation Based Quality Metric for Quality Assessment of Obstetric Ultrasound Video. TML4H 2023: 134-146 - Kwanhyung Lee
, John Won
, Heejung Hyun
, Sangchul Hahn, Edward Choi
, Joohyung Lee
:
Self-supervised Predictive Coding with Multimodal Fusion for Patient Deterioration Prediction in Fine-Grained Time Resolution. TML4H 2023: 41-50 - Hanxiao Lu, Zeyu Huang, Ren Wang
:
Enhancing Healthcare Model Trustworthiness Through Theoretically Guaranteed One-Hidden-Layer CNN Purification. TML4H 2023: 122-133 - Maurice Rupp, Oriane Peter, Thirupathi Pattipaka:
ExBEHRT: Extended Transformer for Electronic Health Records. TML4H 2023: 73-84 - Maresa Schröder
, Alireza Zamanian
, Narges Ahmidi
:
Post-hoc Saliency Methods Fail to Capture Latent Feature Importance in Time Series Data. TML4H 2023: 106-121 - Zuhui Wang
:
Cross-Domain Microscopy Cell Counting By Disentangled Transfer Learning. TML4H 2023: 93-105 - Chongyang Wang
, Yuan Gao, Chenyou Fan, Junjie Hu, Tin Lum Lam, Nicholas D. Lane, Nadia Bianchi-Berthouze
:
Learn2Agree: Fitting with Multiple Annotators Without Objective Ground Truth. TML4H 2023: 147-162 - Xiaoyu Yang
, Lijian Xu, Simon Yu, Qing Xia, Hongsheng Li, Shaoting Zhang:
Geometry-Based End-to-End Segmentation of Coronary Artery in Computed Tomography Angiography. TML4H 2023: 190-196 - Hao Chen
, Luyang Luo
:
Trustworthy Machine Learning for Healthcare - First International Workshop, TML4H 2023, Virtual Event, May 4, 2023, Proceedings. Lecture Notes in Computer Science 13932, Springer 2023, ISBN 978-3-031-39538-3 [contents]
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