1 code implementation • 28 Feb 2022 • Chawan Piansaddhayanon, Sakun Santisukwongchote, Shanop Shuangshoti, Qingyi Tao, Sira Sriswasdi, Ekapol Chuangsuwanich
Existing approaches utilize a two-stage pipeline: the detection stage for identifying the locations of potential mitotic cells and the classification stage for refining prediction confidences.
1 code implementation • NeurIPS 2021 • Konpat Preechakul, Chawan Piansaddhayanon, Burin Naowarat, Tirasan Khandhawit, Sira Sriswasdi, Ekapol Chuangsuwanich
Set prediction tasks require the matching between predicted set and ground truth set in order to propagate the gradient signal.
1 code implementation • 22 Oct 2020 • Konpat Preechakul, Sira Sriswasdi, Boonserm Kijsirikul, Ekapol Chuangsuwanich
In medical imaging, Class-Activation Map (CAM) serves as the main explainability tool by pointing to the region of interest.
2 code implementations • Molecular & Cellular Proteomics 2019 • Korrawe Karunratanakul, Hsin-Yao Tang, David W. Speicher, Ekapol Chuangsuwanich, Sira Sriswasdi
Typical analyses of mass spectrometry data only identify amino acid sequences that exist in reference databases.