Author

Hee-Cheol Kim

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Conference Jul 2026

Adversarial Evaluation of Multi-Organ Lassification in Computational Pathology with CNNS and Foundation Models

In this research, we aim to evaluate the robustness of convolutional neural networks (CNNs) and foundation models, such as ConCH and UNI, in classifying different types of organs from whole-slide images (WSIs) collected from various countries, different scanners, and clinical environments. Despite the dataset's inheren...

Khan Ziaullah, Md Ariful Islam Mozumder, Hee-Cheol Kim · 2026 6th International Confe... · 0 citations

Review Open access Jul 2026

Recent Advances in AI for Automated ICD Coding: A Systematic Literature Review

A 5P evidence-grounded research agenda is proposed for automated ICD coding research, highlighting the need for standardized benchmarks, rigorous external validation, multilingual datasets, and explainable architectures to enable equitable and effective deployment in real-world healthcare systems.

Abdul Rehman Khalid, Haider Ali, Kounen Fathima et al. · Journal of medical systems · 0 citations

Conference Jul 2026

AI-Driven Virtual Screening of Naturalcompounds Against SARS-CoV-2 Using Embedding-Based Drug-Protein Interaction Prediction

The imperative necessity for rapid discovery of antiviral agents against emerging viral diseases, such as COVID-19 caused by SARS-CoV-2, has emphasised the limitations of conventional drug discovery, with its deliberate pace, high costs, and high failure rate. In this study, we present a high-throughput “AI-driven virt...

Hayat Ullah, Khan Ziaullah, Md Ariful Islam Mozumder et al. · 2026 6th International Confe... · 0 citations