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AIME (2)
2024
2024
2024
Keyphrases
Publications
2024
Yilin Zhang
,
Shuo Chen
,
Rozalina G. Mccoy
,
Chixiang Chen
,
Yuzhou Chen
Multi-view k-Nearest Neighbor Graph Contrastive Learning on Multi-modal Biomedical Data.
AIME (2)
(2024)
Parvaneh Aliniya
,
Mircea Nicolescu
,
Monica N. Nicolescu
,
George Bebis
Supervised Pectoral Muscle Removal in Mammography Images.
AIME (2)
(2024)
Chong Wang
,
Zhenqi He
,
Junjun He
,
Jin Ye
,
Yiqing Shen
Histology Image Artifact Restoration with Lightweight Transformer Based Diffusion Model.
AIME (2)
(2024)
Mehnaz Tabassum
,
Priyanka Rana
,
Eric Suero Molina
,
Antonio Di Ieva
,
Sidong Liu
Cross-Modality Synthesis of T1c MRI from Non-contrast Images Using GANs: Implications for Brain Tumor Research.
AIME (2)
(2024)
Sung Ho Jung
,
Soon Jung Oh
,
Hakje Yoo
,
Je Moon Yoon
Enhancing Anti-VEGF Response Prediction in Diabetic Macular Edema Through OCT Features and Clinical Data Integration Based on Deep Learning.
AIME (2)
(2024)
Mahshid Benchari
,
Michael W. Totaro
MRI Brain Cancer Image Detection: Application of an Integrated U-Net and ResNet50 Architecture.
AIME (2)
(2024)
Abdalrahman Alblwi
,
Kenneth E. Barner
Ultrasound Image Segmentation via a Multi-scale Salient Network.
AIME (2)
(2024)
Chia-Hsuan Chang
,
Xiaoyang Wang
,
Christopher C. Yang
Explainable AI for Fair Sepsis Mortality Predictive Model.
AIME (2)
(2024)
Lorenzo Peracchio
,
Giovanna Nicora
,
Tommaso Mario Buonocore
,
Riccardo Bellazzi
,
Enea Parimbelli
Do You Trust Your Model Explanations? An Analysis of XAI Performance Under Dataset Shift.
AIME (2)
(2024)
Bing He
,
Neel Sangani
,
Ruiming Wu
,
Pradeep Varathan
,
Alice Patania
,
Shannon L. Risacher
,
Kwangsik Nho
,
Liana G. Apostolova
,
Andrew J. Saykin
,
Li Shen
,
Jingwen Yan
Integrative Analysis of Amyloid Imaging and Genetics Reveals Subtypes of Alzheimer Progression in Early Stage.
AIME (2)
(2024)
Nikil Sharan Prabahar Balasubramanian
,
Sagnik Dakshit
Explanations of Augmentation Methods for Deep Learning ECG Classification.
AIME (2)
(2024)
Martin Michalowski
,
Szymon Wilk
,
Jenny M. Bauer
,
Marc Carrier
,
Aurelien Delluc
,
Grégoire Le Gal
,
Tzu-Fei Wang
,
Deborah Siegal
,
Wojtek Michalowski
Manually-Curated Versus LLM-Generated Explanations for Complex Patient Cases: An Exploratory Study with Physicians.
AIME (2)
(2024)
Brandon Abela
,
Martin Masek
,
Jumana Abu-Khalaf
,
David Suter
,
Ashu Gupta
An Exploration of Diabetic Foot Osteomyelitis X-ray Data for Deep Learning Applications.
AIME (2)
(2024)
Giulia Baldini
,
Melanie Schmidt
,
Charlotte Zäske
,
Liliana Lourenco Caldeira
MRI Scan Synthesis Methods Based on Clustering and Pix2Pix.
AIME (2)
(2024)
Timo Löhr
,
Michael Ingrisch
,
Eyke Hüllermeier
Towards Aleatoric and Epistemic Uncertainty in Medical Image Classification.
AIME (2)
(2024)
Aryan Kalluvila
,
Matthew S. Rosen
3T to 7T Whole Brain + Skull MRI Translation with Densely Engineered U-Net Network.
AIME (2)
(2024)
Sudipta Modak
,
Yash Trivedi
,
Esam Abdel-Raheem
,
Luis Rueda
Harnessing the Power of Graph Propagation in Lung Nodule Detection.
AIME (2)
(2024)
Rathika Suresh Kumar
,
Kelvin Zhenghao Li
,
Si Yin Charlene Chia
,
Li Rong Wang
,
Vivien Cherng Hui Yip
,
Wei Kiong Ngo
,
Yih Yng Ng
,
Xiuyi Fan
On Identifying Effective Investigations with Feature Finding Using Explainable AI: An Ophthalmology Case Study.
AIME (2)
(2024)
Homay Danaei Mehr
,
Imran Noorani
,
Priyanka Rana
,
Antonio Di Ieva
,
Sidong Liu
AI in Neuro-Oncology: Predicting EGFR Amplification in Glioblastoma from Whole Slide Images Using Weakly Supervised Deep Learning.
AIME (2)
(2024)
Dipak P. Upadhyaya
,
Aasef G. Shaikh
,
Gokce Busra Cakir
,
Katrina Prantzalos
,
Pedram Golnari
,
Fatema F. Ghasia
,
Satya S. Sahoo
A 360° View for Large Language Models: Early Detection of Amblyopia in Children Using Multi-view Eye Movement Recordings.
AIME (2)
(2024)
Sophia Ty
,
Fahmida Haque
,
Parth Desai
,
Nobuyuki Takahashi
,
Usamah Chaudhary
,
Benjamin Simon
,
Peter L. Choyke
,
Anish Thomas
,
Baris Turkbey
,
Stephanie A. Harmon
Automated Detection and Characterization of Small Cell Lung Cancer Liver Metastases on CT.
AIME (2)
(2024)
Nils Gumpfer
,
Borislav Dinov
,
Samuel Sossalla
,
Michael Guckert
,
Jennifer Hannig
Towards Trustworthy AI in Cardiology: A Comparative Analysis of Explainable AI Methods for Electrocardiogram Interpretation.
AIME (2)
(2024)
Charles E. Kahn
,
Abhinav Suri
,
Safwan Halabi
,
Hari Trivedi
Towards a Formal Description of Artificial Intelligence Models and Datasets in Radiology.
AIME (2)
(2024)
Zishun Feng
,
Joseph A. Sivak
,
Ashok K. Krishnamurthy
Multimodal Fusion of Echocardiography and Electronic Health Records for the Detection of Cardiac Amyloidosis.
AIME (2)
(2024)
Zhijun Chen
,
Erolcan Sayar
,
Haoyue Zhang
,
Helen Richards
,
Lucas Liu
,
Baris Turkbey
,
Michael Haffner
,
Stephanie A. Harmon
A Sparse Convolutional Autoencoder for Joint Feature Extraction and Clustering of Metastatic Prostate Cancer Images.
AIME (2)
(2024)
Ulf Lesley
,
Alejandro Kuratomi Hernández
Improving XAI Explanations for Clinical Decision-Making - Physicians' Perspective on Local Explanations in Healthcare.
AIME (2)
(2024)
Sunghan Lee
,
Jeonghwan Koh
,
Guangyao Zheng
,
Vladimir Braverman
,
In Cheol Jeong
Exploring the Possibility of Arrhythmia Interpretation of Time Domain ECG Using XAI: A Preliminary Study.
AIME (2)
(2024)
Mátyás Antal
,
Márk Marosi
,
Tamás Nagy
,
András Millinghoffer
,
András Gézsi
,
Gabriella Juhász
,
Péter Antal
Modular Quantitative Temporal Transformer for Biobank-Scale Unified Representations.
AIME (2)
(2024)
Zhichuan Wang
,
Kinhei Lee
,
Qiao Deng
,
Tiffany Y. So
,
Wan Hang Chiu
,
Bingjing Zhou
,
Edward S. Hui
Expert Insight-Enhanced Follow-Up Chest X-ray Summary Generation.
AIME (2)
(2024)
Tianyuan Song
,
Guixia Kang
,
Yiqing Shen
TinySAM-Med3D: A Lightweight Segment Anything Model for Volumetric Medical Imaging with Mixture of Experts.
AIME (2)
(2024)
Xiayuan Huang
Integrating Multimodal Patient Data into Attention-Based Graph Networks for Disease Risk Prediction.
AIME (2)
(2024)
Dario Barac
,
Teo Manojlovic
,
Mateja Napravnik
,
Franko Hrzic
,
Mihaela Mamula Saracevic
,
Damir Miletic
,
Ivan Stajduhar
Content-Based Medical Image Retrieval for Medical Radiology Images.
AIME (2)
(2024)
Shiling Luo
,
Junxin Feng
,
Yiqing Shen
,
Qiongxiong Ma
Learning to Predict the Optimal Template in Stain Normalization for Histology Image Analysis.
AIME (2)
(2024)
Shyam Yathirajam
,
Sreedevi Gutta
Improved Glioma Grade Prediction with Mean Image Transformation.
AIME (2)
(2024)
Lorenzo Simone
,
Davide Bacciu
,
Vincenzo Gervasi
Quasi-Orthogonal ECG-Frank XYZ Transformation with Energy-Based Models and Clinical Text.
AIME (2)
(2024)
Pranav Manjunath
,
Brian Lerner
,
Timothy Dunn
Towards Interactive and Interpretable Image Retrieval-Based Diagnosis: Enhancing Brain Tumor Classification with LLM Explanations and Latent Structure Preservation.
AIME (2)
(2024)
volume 14845, 2024
Artificial Intelligence in Medicine - 22nd International Conference, AIME 2024, Salt Lake City, UT, USA, July 9-12, 2024, Proceedings, Part II
AIME (2)
14845 (2024)