Micky C. Nnamdi

According to our database, Micky C. Nnamdi authored at least 26 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Advancing Problem-Based Learning in Biomedical Engineering in the Era of Generative AI.

Micky C. Nnamdi, J. Ben Tamo, Benoit Marteau, Wenqi Shi, May D. Wang

IEEE Trans. Educ., April, 2026

RobustMedSAM: Degradation-Resilient Medical Image Segmentation via Robust Foundation Model Adaptation.

Jieru Li, Matthew Chen, Micky C. Nnamdi, J. Ben Tamo, Benoit Louis Marteau, May D. Wang

CoRR, April, 2026

Tree-of-Evidence: Efficient "System 2" Search for Faithful Multimodal Grounding.

Micky C. Nnamdi, Benoit Louis Marteau, Yishan Zhong, J. Ben Tamo, May D. Wang

CoRR, April, 2026

EvidenceRL: Reinforcing Evidence Consistency for Trustworthy Language Models.

J. Ben Tamo, Yuxing Lu, Benoit Louis Marteau, Micky C. Nnamdi, May D. Wang

CoRR, March, 2026

Benchmarking LLM Summaries of Multimodal Clinical Time Series for Remote Monitoring.

Aditya Shukla, Yining Yuan, J. Ben Tamo, Yifei Wang, Micky C. Nnamdi, Shaun Tan, Jieru Li, Benoit Marteau, Brad Willingham, May D. Wang

CoRR, March, 2026

PKAttn: Pharmacokinetics-Inspired Fusion of DCE-MRL and Clinical Data for Accurate Breast Cancer Recurrence Prediction.

Yang Gu, Xinling Li, Cheng Zhang, Ruoyu Wang, Xizhe Huang, Erin Cargin, Micky C. Nnamdi, J. Ben Tamo, Wenqi Shi, May D. Wang

Proceedings of the 23rd IEEE International Symposium on Biomedical Imaging, 2026

2025

Leveraging Evidence-Guided LLMs to Enhance Trustworthy Depression Diagnosis.

Yining Yuan, J. Ben Tamo, Micky C. Nnamdi, Yifei Wang, May D. Wang

CoRR, November, 2025

MetaBench: A Multi-task Benchmark for Assessing LLMs in Metabolomics.

Yuxing Lu, Xukai Zhao, J. Ben Tamo, Micky C. Nnamdi, Rui Peng, Shuang Zeng, Xingyu Hu, Jinzhuo Wang, May D. Wang

CoRR, October, 2025

Causal Machine Learning for Surgical Interventions.

J. Ben Tamo, Nishant S. Chouhan, Micky C. Nnamdi, Yining Yuan, Shreya S. Chivilkar, Wenqi Shi, Steven W. Hwang, B. Randall Brenn, May D. Wang

CoRR, September, 2025

MENDR: Manifold Explainable Neural Data Representations.

Matthew Chen, Micky C. Nnamdi, Justin Shao, Andrew Hornback, Hongyun Huang, J. Ben Tamo, Yishan Zhong, Benoit Marteau, Wenqi Shi, May Dongmei Wang

CoRR, August, 2025

Advancing Problem-Based Learning in Biomedical Engineering in the Era of Generative AI.

Micky C. Nnamdi, J. Ben Tamo, Wenqi Shi, May D. Wang

CoRR, March, 2025

Advancing Sleep Disorder Diagnostics: A Transformer-Based EEG Model for Sleep Stage Classification and OSA Prediction.

Cheng Wan, Micky C. Nnamdi, Wenqi Shi, Benjamin M. Smith, Chad Purnell, May D. Wang

IEEE J. Biomed. Health Informatics, February, 2025

Novel extraction of discriminative fine-grained feature to improve retinal vessel segmentation.

Shuang Zeng, Chee Hong Lee, Micky C. Nnamdi, Wenqi Shi, J. Ben Tamo, Hangzhou He, Xinliang Zhang, Qian Chen, May D. Wang, Lei Zhu, Yanye Lu, Qiushi Ren

Image Vis. Comput., 2025

Augmenting Spline Interpolated Dementia EEG Data with Deep Learning for Improved Multi-Centric Data Harmonization.

Matthew Chen, Benoit Marteau, Micky C. Nnamdi, J. Ben Tamo, May D. Wang

Proceedings of the 22nd IEEE International Symposium on Biomedical Imaging, 2025

Multi-Agent LLM Reasoning for Clinical Procedure Sequencing from High-Granularity EHR Data.

Yishan Zhong, Wenqi Shi, J. Ben Tamo, Micky C. Nnamdi, Yining Yuan, May Dongmei Wang

Proceedings of the 16th ACM International Conference on Bioinformatics, 2025

Developing Fairness-Aware Task Decomposition to Improve Equity in Post-Spinal Fusion Complication Prediction.

Yining Yuan, J. Ben Tamo, Wenqi Shi, Yishan Zhong, Micky C. Nnamdi, B. Randall Brenn, Steven W. Hwang, May Dongmei Wang

Proceedings of the 16th ACM International Conference on Bioinformatics, 2025

A Hybrid Deep Learning Framework for Automated Cobb Angle Estimation in Scoliosis Assessment.

Shaun Qien Yeau Tan, Shaunna Wang, Chia-Pei Wang, Alexandru C. Florea, Isabella W. Wang, Degel S. Agoreyo, Joline J. Speck, Micky C. Nnamdi, J. Ben Tamo, Benoit Louis Marteau, Yishan Zhong, Selina Poon, May Dongmei Wang

Proceedings of the 16th ACM International Conference on Bioinformatics, 2025

KindSleep: Knowledge-Informed Diagnosis of Obstructive Sleep Apnea from Oximetry.

Micky C. Nnamdi, Wenqi Shi, Cheng Wan, J. Ben Tamo, Benjamin M. Smith, Chad Purnell, May Dongmei Wang

Proceedings of the 16th ACM International Conference on Bioinformatics, 2025

From Association to Mechanism: Causal Graph-Based Fine-Mapping of Regulatory SNPs for Functional Validation.

Nishant Singh Chouhan, J. Ben Tamo, Oankar R. Patil, Wenqi Shi, Micky C. Nnamdi, Steven Randall Hwang, Kamran W. Shazand, May Dongmei Wang

Proceedings of the 16th ACM International Conference on Bioinformatics, 2025

2024

Quantitative Explainability Study of Deformable Convolutional Neural Networks using Chest X-rays.

Vivek K. Chundru, M. Sait Kilinc, Anthony Lim, Micky C. Nnamdi, Yishan Zhong, Wenqi Shi, May D. Wang

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2024

Confidence-Calibrated Clinical Decision Support System for Reliable Respiratory Disease Screening.

Micky C. Nnamdi, J. Ben Tamo, Wenqi Shi, Vivek K. Chundru, Benoit Marteau, Oankar R. Patil, May D. Wang

Proceedings of the IEEE EMBS International Conference on Biomedical and Health Informatics, 2024

Heterogeneous Treatment Effects of Spinal Fusion Surgery for Adolescent Idiopathic Scoliosis Patients.

J. Ben Tamo, Micky C. Nnamdi, Andrew Hornback, Matthew Chen, Wenqi Shi, Yuanda Zhu, Henry J. Iwinski, May D. Wang

Proceedings of the 15th ACM International Conference on Bioinformatics, 2024

2023

Uncertainty-Aware Ensemble Learning Models for Out-of-Distribution Medical Imaging Analysis.

Junior Ben Tamo, Micky C. Nnamdi, Lea Lesbats, Wenqi Shi, Yishan Zhong, May D. Wang

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

Concept Bottleneck Model for Adolescent Idiopathic Scoliosis Patient Reported Outcomes Prediction.

Micky C. Nnamdi, Wenqi Shi, Junior Ben Tamo, Henry J. Iwinski, J. Michael Wattenbarger, May D. Wang

Proceedings of the IEEE EMBS International Conference on Biomedical and Health Informatics, 2023

Adolescent Idiopathic Scoliosis Patient Subphenotyping for Surgical Planning and Improved Patient Outcomes.

Junior Ben Tamo, Wenqi Shi, Yuanda Zhu, Micky C. Nnamdi, Henry J. Iwinski, J. Michael Wattenbarger, May Dongmei Wang

Proceedings of the 14th ACM International Conference on Bioinformatics, 2023

Model Confidence Calibration for Reliable COVID-19 Early Screening via Audio Signal Analysis.

Micky C. Nnamdi, Junior Ben Tamo, Sara Stackpole, Wenqi Shi, Benoit Marteau, May Dongmei Wang

Proceedings of the 14th ACM International Conference on Bioinformatics, 2023