ICML 2023 Workshop IMLH Submissions

Adverse event prediction using a task-specific generative model
Otto Lönnroth, Siddharth Ramchandran, Pekka Tiikkainen, Mine Öğretir, Jussi Leinonen, Harri Lähdesmäki
- Published: 20 Jun 2023, Last Modified: 19 Jul 2023
- IMLH 2023 PosterShortPaper
- Readers: Everyone
Interpreting Differentiable Latent States for Healthcare Time-series Data
Yu Chen, Nivedita Bijlani, Samaneh Kouchaki, Payam Barnaghi
- Published: 20 Jun 2023, Last Modified: 16 Aug 2023
- IMLH 2023 Poster
- Readers: Everyone
Self-verification improves few-shot clinical information extraction
Zelalem Gero, Chandan Singh, Hao Cheng, Tristan Naumann, Michel Galley, Jianfeng Gao, Hoifung Poon
- Published: 20 Jun 2023, Last Modified: 19 Jul 2023
- IMLH 2023 PosterShortPaper
- Readers: Everyone
Interpreting deep embeddings for disease progression clustering
Anna Munoz-Farre, Antonios Poulakakis-Daktylidis, Dilini Mahesha Kothalawala, Andrea Rodriguez-Martinez
- Published: 20 Jun 2023, Last Modified: 19 Jul 2023
- IMLH 2023 PosterShortPaper
- Readers: Everyone
Explainable Deep Learning for Disease Activity Prediction in Chronic Inflammatory Joint Diseases
ICML 2023 Workshop IMLH Submission57 Authors
- Published: 20 Jun 2023, Last Modified: 31 Jul 2023
- IMLH 2023 Poster
- Readers: Everyone
Data-Centric Diet: Effective Multi-center Dataset Pruning for Medical Image Segmentation
YongKang He, Mingjin Chen, Zhijing Yang, Yongyi Lu
- Published: 20 Jun 2023, Last Modified: 19 Jul 2023
- IMLH 2023 Poster
- Readers: Everyone
Risk-adjusted Training and Evaluation for Medical Object Detection in Breast Cancer MRI
Dimitrios Bounias, Michael Baumgartner, Peter Neher, Balint Kovacs, Ralf Floca, Paul F Jaeger, Lorenz Kapsner, Jessica Eberle, Dominique Hadler, Frederik Laun, Sabine Ohlmeyer, Klaus Maier-Hein, Sebastian Bickelhaupt
- Published: 20 Jun 2023, Last Modified: 19 Jul 2023
- IMLH 2023 Poster
- Readers: Everyone
Curve your Enthusiasm: Concurvity Regularization in Differentiable Generalized Additive Models
Julien Niklas Siems, Konstantin Ditschuneit, Winfried Ripken, Alma Lindborg, Maximilian Schambach, Johannes Otterbach, Martin Genzel
- Published: 20 Jun 2023, Last Modified: 19 Jul 2023
- IMLH 2023 Poster
- Readers: Everyone
Learning replacement variables in interpretable rule-based models
Lena Stempfle, Fredrik D. Johansson
- Published: 20 Jun 2023, Last Modified: 19 Jul 2023
- IMLH 2023 PosterShortPaper
- Readers: Everyone
Interpretable Alzheimer’s Disease Classification Via a Contrastive Diffusion Autoencoder.
Ayodeji Ijishakin, Ahmed Abdulaal, Adamos Hadjivasiliou, Sophie Anne Martin, James Cole
- Published: 20 Jun 2023, Last Modified: 19 Jul 2023
- IMLH 2023 Poster
- Readers: Everyone
SepVAE: a contrastive VAE to separate pathological patterns from healthy ones.
Robin Louiset, Edouard Duchesnay, Antoine Grigis, Benoit Dufumier, Pietro Gori
- Published: 20 Jun 2023, Last Modified: 19 Jul 2023
- IMLH 2023 Poster
- Readers: Everyone
Better Calibration Error Estimation for Reliable Uncertainty Quantification
Shuman Peng, Parsa Alamzadeh, Martin Ester
- Published: 20 Jun 2023, Last Modified: 19 Jul 2023
- IMLH 2023 Poster
- Readers: Everyone
Generating Global Factual and Counterfactual Explainer for Molecule under Domain Constraints
Danqing Wang, Antonis Antoniades, Ambuj Singh, Lei Li
- Published: 20 Jun 2023, Last Modified: 19 Jul 2023
- IMLH 2023 PosterShortPaper
- Readers: Everyone
TabCBM: Concept-based Interpretable Neural Networks for Tabular Data
Mateo Espinosa Zarlenga, Zohreh Shams, Michael Edward Nelson, Been Kim, Mateja Jamnik
- Published: 20 Jun 2023, Last Modified: 19 Jul 2023
- IMLH 2023 Poster
- Readers: Everyone
Continuous Time Evidential Distributions for Irregular Time Series
Taylor W. Killian, Haoran Zhang, Thomas Hartvigsen, Ava P Amini
- Published: 20 Jun 2023, Last Modified: 19 Jul 2023
- IMLH 2023 Poster
- Readers: Everyone
Consistent Explanations in the Face of Model Indeterminacy via Ensembling
Dan Ley, Leonard Tang, Matthew Nazari, Hongjin Lin, Suraj Srinivas, Himabindu Lakkaraju
- Published: 20 Jun 2023, Last Modified: 19 Jul 2023
- IMLH 2023 Poster
- Readers: Everyone
Eye-tracking of clinician behaviour with explainable AI decision support: a high-fidelity simulation study
Myura Nagendran, Paul Festor, Matthieu Komorowski, Anthony Gordon, Aldo A. Faisal
- Published: 20 Jun 2023, Last Modified: 19 Jul 2023
- IMLH 2023 Oral
- Readers: Everyone
Echocardiographic Clustering by Machine Learning in Children with Early Surgically Corrected Congenital Heart Disease
Will Chien, Cristian Rodriguez Rivero, Stijn Daniël Haas, Mitchel Molenaar
- Published: 20 Jun 2023, Last Modified: 03 Aug 2023
- IMLH 2023 Oral
- Readers: Everyone
Auditing for Human Expertise
Rohan Alur, Loren Laine, Darrick Li, Manish Raghavan, Devavrat Shah, Dennis Shung
- Published: 20 Jun 2023, Last Modified: 19 Jul 2023
- IMLH 2023 Poster
- Readers: Everyone
Generating Explanations to understand Fatigue in Runners Using Time Series Data from Wearable Sensors
Bahavathy Kathirgamanathan, Padraig Cunningham
- Published: 20 Jun 2023, Last Modified: 19 Jul 2023
- IMLH 2023 Poster
- Readers: Everyone
ProtoGate: Prototype-based Neural Networks with Local Feature Selection for Tabular Biomedical Data
Xiangjian Jiang, Andrei Margeloiu, Nikola Simidjievski, Mateja Jamnik
- Published: 20 Jun 2023, Last Modified: 19 Jul 2023
- IMLH 2023 Poster
- Readers: Everyone
Understanding the Size of the Feature Importance Disagreement Problem in Real-World Data
Aniek F. Markus, Egill Axfjord Fridgeirsson, Jan A. Kors, Katia M.C. Verhamme, Jenna M. Reps, Peter R. Rijnbeek
- Published: 20 Jun 2023, Last Modified: 19 Jul 2023
- IMLH 2023 Poster
- Readers: Everyone
Is Task-Agnostic Explainable AI a Myth?
Alicja Chaszczewicz
- Published: 20 Jun 2023, Last Modified: 19 Jul 2023
- IMLH 2023 Oral
- Readers: Everyone
Robust Ranking Explanations
Chao Chen, Chenghua Guo, Guixiang Ma, Ming Zeng, Xi Zhang, Sihong Xie
- Published: 20 Jun 2023, Last Modified: 19 Jul 2023
- IMLH 2023 Poster
- Readers: Everyone
Participatory Personalization in Classification
Hailey Joren, Chirag Nagpal, Katherine A Heller, Berk Ustun
- Published: 20 Jun 2023, Last Modified: 13 May 2025
- IMLH 2023 Poster
- Readers: Everyone