[HTML][HTML] Automated acquisition of explainable knowledge from unannotated histopathology images

…, H Morikawa, Y Numata, T Takahara, T Tsuyuki… - Nature …, 2019 - nature.com
Deep learning algorithms have been successfully used in medical image classification. In
the next stage, the technology of acquiring explainable knowledge from medical images is …

TGFB1 mRNA expression is associated with poor prognosis and specific features of inflammation in ccRCC

T Takahara, T Tsuyuki, A Satou, E Wada, K Sakurai… - Virchows Archiv, 2022 - Springer
To determine whether TGFB1 affects the immune microenvironment of ccRCC, we investigated
the association between TGFB1 expression and clinicopathological features. Tissue …

Endobronchial spread of adenocarcinoma is a distinct pattern of invasion and associated with inferior clinical outcomes in lung adenocarcinoma

T Takahara, A Satou, T Tsuyuki, T Ito… - …, 2024 - Wiley Online Library
Aim The spread of lung adenocarcinoma cells into the bronchi and bronchioles is not well
documented. We termed this histological finding “endobronchial spreading of adenocarcinoma…

Diagnostic Utility of STAT6 and pSTAT6 Immunohistochemistry for Distinguishing Classic Hodgkin Lymphoma and Peripheral T-Cell Lymphoma With Hodgkin and …

…, M Seki, S Kato, F Tanioka, T Tsuyuki… - The American Journal …, 2023 - journals.lww.com
Peripheral T-cell lymphomas (PTCLs), particularly nodal lymphomas of T-follicular helper
cell origin, may include Hodgkin/Reed-Sternberg (HRS)-like cells in their microenvironment. …

Markedly effective steroid treatment of three patients with allergy-related jackhammer esophagus

…, T Yoshimine, Y Tamura, S Izawa, T Tsuyuki… - Internal …, 2020 - jstage.jst.go.jp
We experienced marked efficacy with steroid treatment of three patients with jackhammer
esophagus (JHE). An esophageal biopsy revealed eosinophilic esophagitis (EoE) in two …

Prevalence and clinicopathologic features of intestinal perforation caused by segmental absence of the intestinal musculature in adults

T Tsuyuki, A Satou, T Takahara… - The American Journal …, 2021 - journals.lww.com
Segmental absence of the intestinal musculature (SAIM) can cause intestinal perforation in
adults. However, its prevalence and clinicopathologic features have not been well-described. …

Seborrheic Keratosis With Malignant Transformation (Invasive or Noninvasive Squamous Cell Carcinoma Arising in Seborrheic Keratosis): A Clinicopathologic and …

…, T Hishima, N Oishi, O Tomita, T Tsuyuki… - The American Journal …, 2022 - journals.lww.com
Seborrheic keratosis is a common benign neoplasm composed of basaloid keratinocytes.
However, little is known about the malignant transformation of the tumor. Eleven cases of …

Automated acquisition of knowledge beyond pathologists

…, H Morikawa, Y Numata, T Takahara, T Tsuyuki… - BioRxiv, 2019 - biorxiv.org
Deep learning algorithms have been successfully used in medical image classification and
cancer detection. In the next stage, the technology of acquiring explainable knowledge from …

Sepsis due to the Iliopsoas Muscle Abscess in Old Man

T Maeda, T Tsuyuki, K Omi - Journal of the Japanese …, 2014 - pesquisa.bvsalud.org
The patient was an 84-year-old man. On July 1, 20XX, he experienced great difficulty in
walking. On July 3, he suffered from serious complaints of backache and hyperhidrosis and was …

Prying open AI's black box reveals insights into why cancers recur

…, H Morikawa, Y Numata, T Takahara, T Tsuyuki… - 2020 - scholar.archive.org
Arti cial intelligence is making rapid advances in medicine. Already, there are machine learning
algorithms that can outperform doctors in some medical elds. There’s only one fairly big …