Toggle navigation
OpenReview
.net
Login
×
Back to
ICML
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
«
‹
1
2
3
›
»