AIME (2)

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)