TML4H

Publications

2023

Piotr Keller, Muhammad Dawood, Fayyaz ul Amir Afsar Minhas
Do Tissue Source Sites Leave Identifiable Signatures in Whole Slide Images Beyond Staining? TML4H (2023)
Gilad Kutiel, Regev Cohen, Michael Elad, Daniel Freedman, Ehud Rivlin
Conformal Prediction Masks: Visualizing Uncertainty in Medical Imaging. TML4H (2023)
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)
Hanxiao Lu, Zeyu Huang, Ren Wang
Enhancing Healthcare Model Trustworthiness Through Theoretically Guaranteed One-Hidden-Layer CNN Purification. TML4H (2023)
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)
Georgios Efstathiadis, Patrick Emedom-Nnamdi, Arinbjörn Kolbeinsson, Jukka-Pekka Onnela, Junwei Lu
STASIS: Reinforcement Learning Simulators for Human-Centric Real-World Environments. TML4H (2023)
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)
Jong Kwon, Jianbo Jiao, Alice Self, Julia Alison Noble, Aris Papageorghiou
A Kernel Density Estimation Based Quality Metric for Quality Assessment of Obstetric Ultrasound Video. TML4H (2023)
Maresa Schröder, Alireza Zamanian, Narges Ahmidi
Post-hoc Saliency Methods Fail to Capture Latent Feature Importance in Time Series Data. TML4H (2023)
Konstantin Hemker, Zohreh Shams, Mateja Jamnik
CGXplain: Rule-Based Deep Neural Network Explanations Using Dual Linear Programs. TML4H (2023)
Zuhui Wang
Cross-Domain Microscopy Cell Counting By Disentangled Transfer Learning. TML4H (2023)
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)
Isabel Chien, Javier González Hernández, Richard E. Turner
Safe Exploration in Dose Finding Clinical Trials with Heterogeneous Participants. TML4H (2023)
Maurice Rupp, Oriane Peter, Thirupathi Pattipaka
ExBEHRT: Extended Transformer for Electronic Health Records. TML4H (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)
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)

volume 13932, 2023

Trustworthy Machine Learning for Healthcare - First International Workshop, TML4H 2023, Virtual Event, May 4, 2023, Proceedings TML4H 13932 (2023)