[HTML][HTML] Wrinkle force microscopy: a machine learning based approach to predict cell mechanics from images

H Li, D Matsunaga, TS Matsui, H Aosaki… - Communications …, 2022 - nature.com
Combining experiments with artificial intelligence algorithms, we propose a machine
learning based approach called wrinkle force microscopy (WFM) to extract the cellular force …

Image based cellular contractile force evaluation with small-world network inspired CNN: SW-UNet

H Li, D Matsunaga, TS Matsui, H Aosaki… - Biochemical and …, 2020 - Elsevier
We propose an image based cellular contractile force evaluation method using a machine
learning technique. We use a special substrate that exhibits wrinkles when cells grab the …

Image based cellular contractile force evaluation with small-world network inspired CNN: SW-UNet

L Honghan, D Matsunaga, TS Matsui, H Aosaki… - arXiv preprint arXiv …, 2019 - arxiv.org
We propose an image-based cellular contractile force evaluation method using a machine
learning technique. We use a special substrate that exhibits wrinkles when cells grab the …

[PDF][PDF] Machine learning based cellular contractile force detection: a new approach to predict cell mechanics by images

H Li, D Matsunaga, TS Matsui, H Aosaki, K Inoue… - researchgate.net
In this paper, we propose a new machine learning system that can predict the cellular force
distributions from the microscope images. The full process can be divided into three steps. …

Motion Interpolation Using Adjectives and Motion Features

…, A Honda, M Katsurada, Y Aosaki - … of the Society for Art and …, 2017 - jstage.jst.go.jp
In this paper, we propose a motion interpolation method using parameters based on adjectives.
We conducted a questionnaire experiment in which subjects were asked to evaluate 10 …

Clinical evaluation of grepafloxacin in the treatment of various infectious diseases in the field of internal medicine

…, K Kaneko, M Sakauchi, N Aosaki… - Japanese Journal …, 1995 - kyushu-u.elsevierpure.com
… Watanabe, Kazunao Niizuma, Shigeo Takizawa, Yushi Nakai, Yoshihiro Honda, Masataka
Katsu, Akira Ohishi, Morio Nakamura, Kotaro Kaneko, Michihiro Sakauchi, Noboru Aosaki, …

A comparative study of biapenem and imipenem/cilastatin for chronic respiratory tract infection

…, H Takeda, M Katsu, N Aosaki… - Japanese Journal …, 1995 - okayama.elsevierpure.com
The clinical efficacy, safety and usefulness of biapenem (BIPM), a new carbapenem antibiotic
for injection, were evaluated in chronic respiratory tract infections in a comparative study …

A comparative study of biapenem and imipenem/cilastatin for bacterial pneumonia

…, H Takeda, M Katsu, N Aosaki… - Japanese Journal …, 1995 - okayama.elsevierpure.com
The clinical efficacy, safety and usefulness of biapenem (BIPM), a new carbapenem antibiotic
for injection, were evaluated in bacterial pneumonia in a comparative study with imipenem/…

Recurrent Coronary Thromboembolism Secondary to Thrombosed Hall-Kaster Prosthetic Heart Valve Documented by Coronary Angiogram A Case Report

K IWADE, M AOSAKI, Y UETSUKA… - Japanese Journal of …, 1990 - jstage.jst.go.jp
急性心筋梗塞,不 安定狭心症発症時に冠状動脈に 血栓の認められた人工弁置換患者の1例 Page
1 血栓 止 血 誌1:2(145~152)1990 症 例 急性心筋梗塞,不 安定狭心症発症時に冠状動脈に 血栓…

[CITATION][C] Quantitative force assay for cancer cells using machine learning

TS Matsui, H Aosaki, S Deguchi - CANCER …, 2021 - … ST, HOBOKEN 07030-5774, NJ USA