Chapados, Nicolas

Real-time differentiation of adenomatous and hyperplastic diminutive colorectal polyps during analysis of unaltered videos of standard colonoscopy using a deep learning model

Byrne, M. F., Chapados, N., Soudan, F., Oertel, C., Linares Pérez, M., Kelly, R., Iqbal, N., Chandelier, F., & Rex, D. K. (2019) · Gut

Colorectal Cancer Screening and DetectionAI in cancer detection

Cited by 635

HeMIS: Hetero-Modal Image Segmentation

Havaei, M., Guizard, N., Chapados, N., & Bengio, Y. (2016) · Lecture Notes in Computer Science

Medical Image Segmentation TechniquesBrain Tumor Detection and Classification

Cited by 332

StarCoder 2 and The Stack v2: The Next Generation

Lozhkov, A., Li, R., Allal, L. B., Cassano, F., Lamy-Poirier, J., Tazi, N., Tang, A., Pykhtar, D., Liu, J., Wei, Y., et al. (2024) · arXiv

Software Engineering ResearchTopic Modeling

Cited by 74

WorkArena: How Capable Are Web Agents at Solving Common Knowledge Work Tasks?

Drouin, A., Gasse, M., Caccia, M., Laradji, I. H., Del Verme, M., Marty, T., Boisvert, L., Thakkar, M., Cappart, Q., Vazquez, D., et al. (2024) · arXiv

Robotic Process Automation ApplicationsWeb Data Mining and Analysis

Cited by 3

RepLiQA: A Question-Answering Dataset for Benchmarking LLMs on Unseen Reference Content

Monteiro, J., Noel, P.-A., Marcotte, E., Rajeswar, S., Zantedeschi, V., Vazquez, D., Chapados, N., Pal, C., & Taslakian, P. (2024) · arXiv

Topic ModelingMultimodal Machine Learning Applications

Cited by 2

SKILL.nb: Selective Formalization and Gated Execution for Durable Agent Workflows

Hattami, A. E., Chapados, N., & Pal, C. (2026) · arXiv

Web Data Mining and AnalysisAI-based Problem Solving and Planning

Cited by 0