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Viewing Publication 1 - 100 from 1018
2023
A Topological Data Analysis Framework for Computational Phenotyping
Giuseppe Albi
,
Alessia Gerbasi
,
Mattia Chiesa
,
Gualtiero I. Colombo
,
Riccardo Bellazzi
,
Arianna Dagliati
.
aime 2023
:
323-327
[doi]
Supporting the Prediction of AKI Evolution Through Interval-Based Approximate Predictive Functional Dependencies
Beatrice Amico
,
Carlo Combi
.
aime 2023
:
341-346
[doi]
The Impact of Bias on Drift Detection in AI Health Software
Asal Khoshravan Azar
,
Barbara Draghi
,
Ylenia Rotalinti
,
Puja Myles
,
Allan Tucker
.
aime 2023
:
313-322
[doi]
Hospital Length of Stay Prediction Based on Multi-modal Data Towards Trustworthy Human-AI Collaboration in Radiomics
Hubert Baniecki
,
Bartlomiej Sobieski
,
Przemyslaw Bombinski
,
Patryk Szatkowski
,
Przemyslaw Biecek
.
aime 2023
:
65-74
[doi]
A Rule-Free Approach for Cardiological Registry Filling from Italian Clinical Notes with Question Answering Transformers
Tommaso Mario Buonocore
,
Enea Parimbelli
,
Valentina Tibollo
,
Carlo Napolitano
,
Silvia G. Priori
,
Riccardo Bellazzi
.
aime 2023
:
153-162
[doi]
A Binning Approach for Predicting Long-Term Prognosis in Multiple Sclerosis
Robbe D'hondt
,
Sinead Moylett
,
An Goris
,
Celine Vens
.
aime 2023
:
25-34
[doi]
Automatic Sleep Stage Classification on EEG Signals Using Time-Frequency Representation
Paul Dequidt
,
Mathieu Seraphim
,
Alexis Lechervy
,
Ivan Igor Gaez
,
Luc Brun
,
Olivier Etard
.
aime 2023
:
250-259
[doi]
Batch Integrated Gradients: Explanations for Temporal Electronic Health Records
Jamie Andrew Duell
,
Xiuyi Fan
,
Hsuan Fu
,
Monika Seisenberger
.
aime 2023
:
120-124
[doi]
Federated Learning to Improve Counterfactual Explanations for Sepsis Treatment Prediction
Christoph Düsing
,
Philipp Cimiano
.
aime 2023
:
86-96
[doi]
Soft-Prompt Tuning to Predict Lung Cancer Using Primary Care Free-Text Dutch Medical Notes
Auke Elfrink
,
Iacopo Vagliano
,
Ameen Abu-Hanna
,
Iacer Calixto
.
aime 2023
:
193-198
[doi]
Computational Evaluation of Model-Agnostic Explainable AI Using Local Feature Importance in Healthcare
Seda Polat Erdeniz
,
Michael Schrempf
,
Diether Kramer
,
Peter P. Rainer
,
Alexander Felfernig
,
Trang N. T. Tran
,
Tamim Burgstaller
,
Sebastian Lubos
.
aime 2023
:
114-119
[doi]
Discriminant Audio Properties in Deep Learning Based Respiratory Insufficiency Detection in Brazilian Portuguese
Marcelo Matheus Gauy
,
Larissa Cristina Berti
,
Arnaldo Candido Jr.
,
Augusto Camargo Neto
,
Alfredo Goldman
,
Anna Sara Shafferman Levin
,
Marcus Martins
,
Beatriz Raposo de Medeiros
,
Marcelo Queiroz
,
Ester Cerdeira Sabino
,
Flaviane Romani Fernandes Svartman
,
Marcelo Finger
.
aime 2023
:
271-275
[doi]
Prognostic Prediction of Pediatric DHF in Two Hospitals in Thailand
Peter Haddawy
,
Myat Su Yin
,
Panhavath Meth
,
Araya Srikaew
,
Chonnikarn Wavemanee
,
Saranath Lawpoolsri Niyom
,
Kanokwan Sriraksa
,
Wannee Limpitikul
,
Preedawadee Kittirat
,
Prida Malasit
,
Panisadee Avirutnan
,
Dumrong Mairiang
.
aime 2023
:
303-312
[doi]
Spatial Knowledge Transfer with Deep Adaptation Network for Predicting Hospital Readmission
Ameen Abdel Hai
,
Mark G. Weiner
,
Alice Livshits
,
Jeremiah R. Brown
,
Anuradha Paranjape
,
Zoran Obradovic
,
Daniel J. Rubin
.
aime 2023
:
130-139
[doi]
Patient Event Sequences for Predicting Hospitalization Length of Stay
Emil Riis Hansen
,
Thomas Dyhre Nielsen
,
Thomas Mulvad
,
Mads Nibe Stausholm
,
Tomer Sagi
,
Katja Hose
.
aime 2023
:
51-56
[doi]
COVID-19 Diagnosis in 3D Chest CT Scans with Attention-Based Models
Kathrin Hartmann
,
Enrique Hortal
.
aime 2023
:
229-238
[doi]
BERT for Complex Systematic Review Screening to Support the Future of Medical Research
Marta Hasny
,
Alexandru-Petru Vasile
,
Mario Gianni
,
Alexandra Bannach-Brown
,
Mona Nasser
,
Murray MacKay
,
Diana Donovan
,
Jernej Sorli
,
Ioana Domocos
,
Milad Dulloo
,
Nimita Patel
,
Olivia Drayson
,
Nicole Meerah Elango
,
Jéromine Vacquie
,
Ana Patricia Ayala
,
Anna Fogtman
.
aime 2023
:
173-182
[doi]
Machine Learning Based Prediction of Incident Cases of Crohn's Disease Using Electronic Health Records from a Large Integrated Health System
Julian Hugo
,
Susanne Ibing
,
Florian Borchert
,
Jan-Philipp Sachs
,
Judy Cho
,
Ryan C. Ungaro
,
Erwin P. Böttinger
.
aime 2023
:
293-302
[doi]
Artificial Intelligence in Medicine - 21st International Conference on Artificial Intelligence in Medicine, AIME 2023, Portorož, Slovenia, June 12-15, 2023, Proceedings
Jose M. Juarez
,
Mar Marcos
,
Gregor Stiglic
,
Allan Tucker
, editors,
Volume 13897 of
Lecture Notes in Computer Science
, Springer,
2023.
[doi]
Machine Learning Models for Automatic Gene Ontology Annotation of Biological Texts
Jayati H. Jui
,
Milos Hauskrecht
.
aime 2023
:
199-204
[doi]
Integrating Ontological Knowledge with Probability Data to Aid Diagnosis in Radiology
Charles E. Kahn
.
aime 2023
:
347-351
[doi]
Survival Hierarchical Agglomerative Clustering: A Semi-Supervised Clustering Method Incorporating Survival Data
Alexander Lacki
,
Antonio Martinez Millana
.
aime 2023
:
3-12
[doi]
Improving Stroke Trace Classification Explainability Through Counterexamples
Giorgio Leonardi
,
Stefania Montani
,
Manuel Striani
.
aime 2023
:
125-129
[doi]
Dealing with Data Scarcity in Rare Diseases: Dynamic Bayesian Networks and Transfer Learning to Develop Prognostic Models of Amyotrophic Lateral Sclerosis
Enrico Longato
,
Erica Tavazzi
,
Adriano Chiò
,
Gabriele Mora
,
Giovanni Sparacino
,
Barbara Di Camillo
.
aime 2023
:
140-150
[doi]
Generalized Deep Learning-Based Proximal Gradient Descent for MR Reconstruction
Guanxiong Luo
,
Mengmeng Kuang
,
Peng Cao
.
aime 2023
:
239-244
[doi]
Crowdsourcing Segmentation of Histopathological Images Using Annotations Provided by Medical Students
Miguel López-Pérez
,
Pablo Morales Álvarez
,
Lee A. D. Cooper
,
Rafael Molina 0001
,
Aggelos K. Katsaggelos
.
aime 2023
:
245-249
[doi]
Novel Approach for Phenotyping Based on Diverse Top-K Subgroup Lists
Antonio Lopez Martinez-Carrasco
,
Hugo Manuel Proença
,
Jose M. Juarez
,
Matthijs van Leeuwen
,
Manuel Campos
.
aime 2023
:
45-50
[doi]
Ontology Model for Supporting Process Mining on Healthcare-Related Data
José Antonio Miñarro-Giménez
,
Carlos Fernández-Llatas
,
Begoña Martínez-Salvador
,
Catalina Martínez-Costa
,
Mar Marcos
,
Jesualdo Tomás Fernández-Breis
.
aime 2023
:
352-356
[doi]
Nation-Wide ePrescription Data Reveals Landscape of Physicians and Their Drug Prescribing Patterns in Slovenia
Pavlin G. Policar
,
Dalibor Stanimirovic
,
Blaz Zupan
.
aime 2023
:
283-292
[doi]
Classification of Fall Types in Parkinson's Disease from Self-report Data Using Natural Language Processing
Jeanne M. Powell
,
Yuting Guo
,
Abeed Sarker
,
J. Lucas McKay
.
aime 2023
:
163-172
[doi]
A General-Purpose AI Assistant Embedded in an Open-Source Radiology Information System
Saptarshi Purkayastha
,
Rohan Isaac
,
Sharon Anthony
,
Shikhar Shukla
,
Elizabeth A. Krupinski
,
Joshua A. Danish
,
Judy Wawira Gichoya
.
aime 2023
:
373-377
[doi]
A Robust BKSVD Method for Blind Color Deconvolution and Blood Detection on H &E Histological Images
Fernando Pérez-Bueno
,
Kjersti Engan
,
Rafael Molina 0001
.
aime 2023
:
207-217
[doi]
Decision Tree Approaches to Select High Risk Patients for Lung Cancer Screening Based on the UK Primary Care Data
Teena Rai
,
Yuan Shen
,
Jaspreet Kaur
,
Jun He 0004
,
Mufti Mahmud
,
David J. Brown 0001
,
David R. Baldwin
,
Emma O'Dowd
,
Richard B. Hubbard
.
aime 2023
:
35-39
[doi]
Explainable Artificial Intelligence for Cytological Image Analysis
Stefan Röhrl
,
Hendrik Maier
,
Manuel Lengl
,
Christian Klenk
,
Dominik Heim
,
Martin Knopp
,
Simon Schumann
,
Oliver Hayden
,
Klaus Diepold
.
aime 2023
:
75-85
[doi]
An Interactive Dashboard for Patient Monitoring and Management: A Support Tool to the Continuity of Care Centre
Mariachiara Savino
,
Nicola Acampora
,
Carlotta Masciocchi
,
Roberto Gatta
,
Chiara Dachena
,
Stefania Orini
,
Andrea Cambieri
,
Francesco Landi
,
Graziano Onder
,
Andrea Russo
,
Sara Salini
,
Vincenzo Valentini
,
Andrea Damiani
,
Stefano Patarnello
,
Christian Barillaro
.
aime 2023
:
368-372
[doi]
Boosted Random Forests for Predicting Treatment Failure of Chemotherapy Regimens
Muhammad Usamah Shahid
,
Muddassar Farooq
.
aime 2023
:
13-24
[doi]
ECGAN: Self-supervised Generative Adversarial Network for Electrocardiography
Lorenzo Simone
,
Davide Bacciu
.
aime 2023
:
276-280
[doi]
Ranking of Survival-Related Gene Sets Through Integration of Single-Sample Gene Set Enrichment and Survival Analysis
Martin Spendl
,
Jaka Kokosar
,
Ela Praznik
,
Luka Ausec
,
Blaz Zupan
.
aime 2023
:
328-337
[doi]
GGTWEAK: Gene Tagging with Weak Supervision for German Clinical Text
Sandro Steinwand
,
Florian Borchert
,
Silvia Winkler
,
Matthieu-P. Schapranow
.
aime 2023
:
183-192
[doi]
Can Knowledge Transfer Techniques Compensate for the Limited Myocardial Infarction Data by Leveraging Hæmodynamics? An in silico Study
Riccardo Tenderini
,
Federico Betti
,
Ortal Yona Senouf
,
Olivier Muller
,
Simone Deparis
,
Annalisa Buffa
,
Emmanuel Abbe
.
aime 2023
:
218-228
[doi]
Real-World Evidence Inclusion in Guideline-Based Clinical Decision Support Systems: Breast Cancer Use Case
Jordi Torres
,
Eduardo Alonso
,
Nekane Larburu
.
aime 2023
:
357-361
[doi]
Adversarial Robustness and Feature Impact Analysis for Driver Drowsiness Detection
João Vitorino
,
Lourenço Abrunhosa Rodrigues
,
Eva Maia
,
Isabel Praça
,
André Lourenço
.
aime 2023
:
108-113
[doi]
Learning EKG Diagnostic Models with Hierarchical Class Label Dependencies
Junheng Wang
,
Milos Hauskrecht
.
aime 2023
:
260-270
[doi]
Decentralized Web-Based Clinical Decision Support Using Semantic GLEAN Workflows
William Van Woensel
,
Samina Abidi
,
Syed Sibte Raza Abidi
.
aime 2023
:
362-367
[doi]
Explainable AI for Medical Event Prediction for Heart Failure Patients
Weronika Wrazen
,
Kain Kordian Gontarska
,
Felix Grzelka
,
Andreas Polze
.
aime 2023
:
97-107
[doi]
Autoencoder-Based Prediction of ICU Clinical Codes
Tsvetan R. Yordanov
,
Ameen Abu-Hanna
,
Anita C. J. Ravelli
,
Iacopo Vagliano
.
aime 2023
:
57-62
[doi]
Causal Discovery with Missing Data in a Multicentric Clinical Study
Alessio Zanga
,
Alice Bernasconi
,
Peter J. F. Lucas
,
Hanny Pijnenborg
,
Casper Reijnen
,
Marco Scutari
,
Fabio Stella
.
aime 2023
:
40-44
[doi]
Management of Patient and Physician Preferences and Explanations for Participatory Evaluation of Treatment with an Ethical Seal
Òscar Raya
,
Xavier Castells
,
David Ramírez
,
Beatriz López 0001
.
aime 2023
:
378-383
[doi]
2022
An Ontology to Support Automatic Drug Dose Titration
David Riaño 0001
,
José Ramón Alonso
,
Spela Pecnik
,
Aida Kamisalic
.
aime 2022
:
35-46
[doi]
A 3-Window Framework for the Discovery and Interpretation of Predictive Temporal Functional Dependencies
Beatrice Amico
,
Carlo Combi
.
aime 2022
:
299-309
[doi]
Cordelia: An Application for Automatic ECG Diagnostics
Lubomir Antoni
,
Erik Bruoth
,
Peter Bugata
,
Peter Bugata
,
Dávid Gajdos
,
Simon Horvát
,
Dávid Hudák
,
Vladimíra Kmecová
,
Richard Stana
,
Monika Stanková
,
Alexander Szabari
,
Gabriela Vozáriková
.
aime 2022
:
416-420
[doi]
EpidRLearn: Learning Intervention Strategies for Epidemics with Reinforcement Learning
Maria Bampa
,
Tobias Fasth
,
Sindri Magnusson
,
Panagiotis Papapetrou
.
aime 2022
:
189-199
[doi]
RuMedBench: A Russian Medical Language Understanding Benchmark
Pavel Blinov
,
Arina Reshetnikova
,
Aleksandr Nesterov
,
Galina Zubkova
,
Vladimir Kokh
.
aime 2022
:
383-392
[doi]
InvUNET: Involuted UNET for Breast Tumor Segmentation from Ultrasound
Trupti Chavan
,
Kalpesh Prajapati
,
Kameshwar Rao JV
.
aime 2022
:
283-290
[doi]
A Knowledge Graph Completion Method Applied to Literature-Based Discovery for Predicting Missing Links Targeting Cancer Drug Repurposing
Ali Daowd
,
Samina Abidi
,
Syed Sibte Raza Abidi
.
aime 2022
:
24-34
[doi]
Malignant Mesothelioma Subtyping of Tissue Images via Sampling Driven Multiple Instance Prediction
Mark Eastwood
,
Silviu Tudor Marc
,
Xiaohong Gao
,
Heba Sailem
,
Judith Offman
,
Emmanouil Karteris
,
Angeles Montero Fernandez
,
Danny Jonigk
,
William Cookson
,
Miriam Moffatt
,
Sanjay Popat
,
Fayyaz Minhas
,
Jan Lukas Robertus
.
aime 2022
:
263-272
[doi]
DP-CTGAN: Differentially Private Medical Data Generation Using CTGANs
Mei Ling Fang
,
Devendra Singh Dhami
,
Kristian Kersting
.
aime 2022
:
178-188
[doi]
On Graph Construction for Classification of Clinical Trials Protocols Using Graph Neural Networks
Sohrab Ferdowsi
,
Jenny Copara
,
Racha Gouareb
,
Nikolay Borissov
,
Fernando Jaume-Santero
,
Poorya Amini
,
Douglas Teodoro
.
aime 2022
:
249-259
[doi]
Early Detection and Classification of Patient-Ventilator Asynchrony Using Machine Learning
Erdi Gao
,
Goce Ristanoski
,
Uwe Aickelin
,
David Berlowitz
,
Mark Howard
.
aime 2022
:
238-248
[doi]
MRI Reconstruction with LassoNet and Compressed Sensing
Andrea De Gobbis
,
Aleksander Sadikov
,
Vida Groznik
.
aime 2022
:
291-295
[doi]
Improving Prediction Models' Propriety in Intensive-Care Unit, by Enforcing an Advance Notice Period
Tomer Hermelin
,
Pierre Singer
,
Nadav Rappoport
.
aime 2022
:
167-177
[doi]
Predicting Waiting Time and Quality of Kidney Offers for Kidney Transplant Candidates
Jonathan Jalbert
,
Héloïse Cardinal
,
Andrea Lodi 0001
,
Jean-Noël Weller
,
Hugo-Maxime Tocco
.
aime 2022
:
220-229
[doi]
Discovering Instantaneous Granger Causalities in Non-stationary Categorical Time Series Data
Noor Jamaludeen
,
Vishnu Unnikrishnan
,
André Brechmann
,
Myra Spiliopoulou
.
aime 2022
:
200-209
[doi]
Biomedical Semantic Textual Similarity: Evaluation of Sentence Representations Enhanced with Principal Component Reduction and Word Frequency Weighting - Student Paper Submission
Klaudia Kantor
,
Mikolaj Morzy
.
aime 2022
:
393-403
[doi]
Recurrence and Self-attention vs the Transformer for Time-Series Classification: A Comparative Study
Alexander Katrompas
,
Theodoros Ntakouris
,
Vangelis Metsis
.
aime 2022
:
99-109
[doi]
Generating Extremely Short Summaries from the Scientific Literature to Support Decisions in Primary Healthcare: A Human Evaluation Study
Primoz Kocbek
,
Lucija Gosak
,
Kasandra Musovic
,
Gregor Stiglic
.
aime 2022
:
373-382
[doi]
A Goal-Oriented Methodology for Treatment of Patients with Multimorbidity - Goal Comorbidities (GoCom) Proof-of-Concept Demonstration
Alexandra Kogan
,
Mor Peleg
,
Samson W. Tu
,
Raviv Allon
,
Natanel Khaitov
,
Irit Hochberg
.
aime 2022
:
426-430
[doi]
Oblique Dipolar Tree for Survival Data with Time-Varying Covariates
Malgorzata Kretowska
.
aime 2022
:
343-352
[doi]
Ontological Representation of Causal Relations for a Deep Understanding of Associations Between Variables in Epidemiology
Thibaut Pressat Laffouilhère
,
Julien Grosjean
,
Jean Pinson
,
Stéfan Jacques Darmoni
,
Emilie Leveque
,
Emilie Lanoy
,
Jacques Benichou
,
Lina Fatima Soualmia
.
aime 2022
:
47-56
[doi]
Learning to Adapt Dynamic Clinical Event Sequences with Residual Mixture of Experts
Jeong Min Lee
,
Milos Hauskrecht
.
aime 2022
:
155-166
[doi]
TTS-GAN: A Transformer-Based Time-Series Generative Adversarial Network
Xiaomin Li
,
Vangelis Metsis
,
Huangyingrui Wang
,
Anne Hee Hiong Ngu
.
aime 2022
:
133-143
[doi]
Hierarchical Deep Multi-task Learning for Classification of Patient Diagnoses
Salim Malakouti
,
Milos Hauskrecht
.
aime 2022
:
122-132
[doi]
Awareness of Being Tested and Its Effect on Reading Behaviour
Marta Malavolta
,
Emiliano Trimarco
,
Vida Groznik
,
Aleksander Sadikov
.
aime 2022
:
365-370
[doi]
Learning a Battery of COVID-19 Mortality Prediction Models by Multi-objective Optimization
Mario Martínez-García
,
Susana García-Gutierrez
,
Rubén Armañanzas
,
Adrián Díaz
,
Iñaki Inza
,
José Antonio Lozano
.
aime 2022
:
332-342
[doi]
Integrating Graph Convolutional Networks (GCNNs) and Long Short-Term Memory (LSTM) for Efficient Diagnosis of Autism
Kashaf Masood
,
Rasha F. Kashef
.
aime 2022
:
110-121
[doi]
Instrumented Timed Up and Go Test Using Inertial Sensors from Consumer Wearable Devices
Miguel Matey-Sanz
,
Alberto González-Pérez
,
Sven Casteleyn
,
Carlos Granell
.
aime 2022
:
144-154
[doi]
Artificial Intelligence in Medicine - 20th International Conference on Artificial Intelligence in Medicine, AIME 2022, Halifax, NS, Canada, June 14-17, 2022, Proceedings
Martin Michalowski
,
Syed Sibte Raza Abidi
,
Samina Abidi
, editors,
Volume 13263 of
Lecture Notes in Computer Science
, Springer,
2022.
[doi]
NeuralSympCheck: A Symptom Checking and Disease Diagnostic Neural Model with Logic Regularization
Aleksandr Nesterov
,
Bulat Ibragimov
,
Dmitriy Umerenkov
,
Artem Shelmanov
,
Galina Zubkova
,
Vladimir Kokh
.
aime 2022
:
76-87
[doi]
The PERISCOPE Data Atlas: A Demonstration of Release v1.2
Enea Parimbelli
,
Cristiana Larizza
,
Vladimir Urosevic
,
Andrea Pogliaghi
,
Manuel Ottaviano
,
Cindy Cheng
,
Vincent Benoit
,
Daniele Pala
,
Vittorio Casella
,
Riccardo Bellazzi
,
Paolo Giudici
.
aime 2022
:
412-415
[doi]
Development of AI-Enabled Apps by Patients and Domain Experts Using the Punya Platform: A Case Study for Diabetes
Evan W. Patton
,
William Van Woensel
,
Oshani Seneviratne
,
Giuseppe Loseto
,
Floriano Scioscia
,
Lalana Kagal
.
aime 2022
:
431-435
[doi]
Extracting Surrogate Decision Trees from Black-Box Models to Explain the Temporal Importance of Clinical Features in Predicting Kidney Graft Survival
Jaber Rad
,
Karthik K. Tennankore
,
Amanda Vinson
,
Syed Sibte Raza Abidi
.
aime 2022
:
88-98
[doi]
Using Visual Analytics to Optimize Blood Product Inventory at a Hospital's Blood Transfusion Service
Jaber Rad
,
Jason G. Quinn
,
Calvino Cheng
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