Career
Brief
Born in Osaka in 1999. During my junior high and high school days, I participated in RoboCup and healthcare contests. During my university days, I managed student organizations, developed medical device prototypes, and researched in medical AI. I will begin junior resident program at Sakai City Medical Center from 2024.
Academic
2018 Graduated from Seifu nankai high school 2024 Graduated from Wkayama medical university
Works
2023 Tokyo Univ. Matsuo Labo. / Teaching Assistant 2023 LPIXEL Co., Ltd. / Image AI Intern 2024 junior resident at Sakai City Medical Center
Other roles etc.
2018 inochi WAKAZO project core member 2022 Q-Assist programming instructor 2023 Patholic AI Implementation Research Group Student Branch Vice Representative 2023 Preparing to establish the Japan Medical AI Society Student Branch
Works
Paper
1. Toui Nishikawa & Shin-ichi Murata et al., Pathologic Image Classification of Flat Urothelial Lesions Using Pathologic Criteria-Based Deep Learning, American Journal of Clinical Pathology. 2022 Dec 1;158(6):759-769. https://doi.org/10.1093/ajcp/aqac117 （the third year of university, IF 5.40('21)) 2. Toui Nishikawa & Shin-ichi Murata et.al., Use of artificial intelligence for the interpretable prediction of the pathological diagnosis and molecular abnormalities of flat urothelial lesions. The American Journal of Pathology. 2023 Jan;193(1):39-50. https://doi.org/10.1016/j.ajpath.2022.09.013 （H-index 1-st in Pathology area, IF 6.0('22)) 3. Toui Nishikawa & Shin-ichi Murata et al. Artificial intelligence predicts genetic abnormalities based on correlation analysis between nuclear morphological and molecular analysis of papillary thyroid carcinoma. Under review 4. Toui Nishikawa et al. Benchmarking and new generative methods for single-cell transcriptome data in bulk RNA sequence deconvolution. Under review
Awards
1. 2020 Kinoshita Memorial Foundation Scholarship 2. 2022 50th Wakayama association of malignant tumor best award (first student to get this award) 3. 2022 Single cell genomics japan 2022 bioinfomatics Hackathon best award 4. 2023 Tokyo Univ. Matsuo Labo. GCI / Award
Others
Robots： 〈RoboCupJunior〉 2014 Osaka Central Node Tournament 2014 Champion, 2014 Kansai Tournament Second Place, 2015 Osaka Central Node Tournament Champion, 2015 Kansai Tournament Champion, 2015 Japan Open 7th Place 2016 Osaka Central Node Competition Winner, 2016 Osaka Central Node Competition Presentation Award, 2016 Kansai Competition Winner 2016 Japan Open 4th place, 2017 Kansai Open Champion, 2017 Hanshin Block Champion, 2017 Japan Open 5th place, Obtained TEPIA challenge grant project (presented technical results at TEPIA Advanced Technology Museum, AIST, etc.) 〈WRO（World Robot Olympia）〉 2015 Osaka Tournament Judges Special Award, 2016 Osaka Tournament Winner 〈inochi Student's forum〉 Won first place at the final screening for junior high and high school students, and second place at the forum for domestic/overseas university students. Business： 2019 HackU Excellence Award / Healthcare Venture KNOT2019 Supernova Category Grand Prize / Keio University Health and Medical Venture Award Student Category Winner, Sony Startup Acceleration Program Award, LINK-J Keio University Award / Osaka Tech Plan Grand Prix Roth Prize, Pioneer Corporation Prize (*participated as a GramEye member) Study abroad： 2018 Thailand（Investigation of drug-resistant bacteria issues）. 2018 South Korea (Investigation of suicide problem). 2024 Singapore (Planning to participate in overseas field survey)
Skills
Experience/Qualifications
AI
AI enjinior/Generalist, Japan medical AI expert Python 3 Basic Grammar Certification
Electronics
Please see "History"!
Web
HTML, CSS, javascript
Application
Flutter (, Java)
Cloud
Microsoft certificated Azure Fundamentals AWS certified cloud practitioner
3D CAD
Please see "History"!
Finance
Bookkeeping 2nd Grade FP 3rd grade
Statistical analysis
R programing
Camera
Photo-master 1st Grade
Design
Photoshop creater Expert illustrator creator Expert
Hobbies
● Outdoor
Aikido (martial arts) Snow board Scuba diving Camping 1st class boat license Driver licence
● Indoor
Japan Beer Sommelier Photo-master level 1 (highest) Leathercraft Movie / Animaiton Palm reader
SNS
X ：posting about medical techinology Facebook ：Working Instagram ：Hobbies (Beer) Please click menue bar icons.
Philos.
Motto
「憂きことの 猶この上に 積もれかし 限りある身の 力ためさん」熊沢 蕃山 「守・破・離・守」世阿弥(改)
History
Robocup Junior
Creating a maze exploration rescue robot. As a robot team leader.
WRO (World Robot Olympia)
Competition using Lego mindstorm.First win at alma mater.
TEPIA Challenge Grant Project
I got a grant project and presented results at TEPIA Advanced Technology Museum and National Institute of Advanced Industrial Science and Technology.
Healthcare device
Prototype production of a device to prevent sudden cardiac death.
Gram staining automation Proto
Automating Gram staining (a method for staining bacteria). Winner of multiple awards.
GramEye proto
AI applicaiton detects bacteria automaticaly.
LINE bot –traveler's diarrhea-
Automatically interviews, diagnoses, writes prescriptions, and searches for local pharmacies for patients with traveler's diarrhea. Angelhack Osaka 2018 best/LINE/bloomy awards.
Kinoshita Memorial Foundation Scholarship Student
One student is selected each year from my Univ. based on academic performance.
三段壁 自殺対策
ブルーライトを用いて女子高生が自殺名所で自殺対策プロジェクト. メンターとして指導. 多数メディア掲載/放送.
inochi Student's forum
A practical educational program in which students work together to tackle healthcare issues.
Stuent Group WAKA×YAMA
Wakayama's first medical student organization.
G1 College×WAKAYAMA
Based on the experience of participating in a G1 college, this event was held exclusively in Wakayama.
Field survey in Korea –Suicide prevention-
A survey conducted in South Korea, which has a higher suicide rate than Japan.
Field survey in Thailand –Suicide prevention-
Field research on drug-resistant bacteria, which is a global issue.
Pathologic AI research
Gained practical experience in pathological diagnosis of over 200 cases.
Medical programming instructor
At Medic Media Co., Ltd.'s Q-Assist, which is used by more than half of medical students, Planning a programming course, `Programming Study Group for Medical Students.'
Univ. of Tokyo Matsuo Labo. GCI Course
A data science course with over 1,500 participants.In-course competitions and My business proposal was evaluated and I received an award for excellence. Working as a TA in the course.
LPIXEL Co., Ltd. Intern
Interned at a top runner at a medical imaging AI venture.
Junior resident @ Sakai
The number of registered patients in 2023 was 1st in Kansai and 6th in Japan among hyper hospitals (according to HOKUTO standards).
Comming soon
Comming soon