분류 전체보기212 8월 4주차 99 Lessons on Data Analysis from Placing Top 5 in 5 Kaggle Analytics Challenges | by Leonie Monigatti | Aug, 2022 | Towards Data Science 5 Biases & Fallacies Data Scientists Should Beware of (and How to Avoid Them) | by Terence Shin | Aug, 2022 | Towards Data Science 4 Quick Tricks For Better Plots in Matplotlib | by Brian Mattis | Jul, 2022 | Towards Data Science 4 Quick Tricks For Better Plots.. Resources/Weekly reading list 2022. 8. 22. 8월 3주차 Biological structure and function emerge from scaling unsupervised learning to 250 million protein sequences (pnas.org) A mathematical model of ctDNA shedding predicts tumor detection size (science.org) Pan-cancer integrative histology-genomic analysis via multimodal deep learning - ScienceDirect Pan-cancer integrative histology-genomic analysis via multimodal deep learning The rapidly emerging .. 이번 주 논문들 2022. 8. 18. 8월 3주차 Two Programmers Turned 7 Lines of Code Solution into $95,000,000,000 Empire | JavaScript in Plain English Popular Tech Stack for Startups in 2022 | by Ambar Tayde | Jun, 2022 | Bootcamp (uxdesign.cc) BioIN(바이오인) 미국 백악관, 캔서 문샷(Cancer Moonshot) 2.0을 위한 확장된 Cancer Cabinet 구성 BioINwatch(BioIN+Issue+Watch): 22-57미국 백악관, 캔서 문샷(Cancer Moonshot) 2.0을 위한 확장된 Cancer Cabinet 구성 ■ Cancer Moonshot의 원활한 추진을 위.. Resources/Weekly reading list 2022. 8. 18. 8월 2주차 늙은피를 주입했더니 진짜로 늙어버렸다 : 과학 : 미래&과학 : 뉴스 : 한겨레 (hani.co.kr) 늙은 피 주입했더니 정말로 늙어버렸다…젊은 피는? www.hani.co.kr Data Analyst Skills You Need for Your Next Promotion | by Josh Berry | Aug, 2022 | Towards Data Science Data Analyst Skills You Need for Your Next Promotion Advice from the “older” generation towardsdatascience.com Top 20 Machine Learning Methods Simplified | Level Up Coding (gitconnected.com) To.. Resources/Weekly reading list 2022. 8. 11. 8월 1주차 Accelerated identification of disease-causing variants with ultra-rapid nanopore genome sequencing | Nature Biotechnology 이번 주 논문들 2022. 7. 31. Recording gene expression order in DNA by CRISPR addition of retron barcodes Recording gene expression order in DNA by CRISPR addition of retron barcodes | Nature 2022, Nature George M. Church & Seth L. Shipman Groups 생물학적인 단계들은 시간에 따른 유전자의 차등발현에 의존하는데, 이를 물리적으로 측정할 방법은 제한적임. 이 논문에서는 살아있는 geome 의 발현 이벤트를 측정하는 분자적인 시스템을 만들었고, 이는 원핵생물 retron 을 기반으로 한 RNA barcode 를 사용함. 이는 DNA 로 역전사되어 CRISPR-Cas 를 이요해 유전체에 삽입됨. 이러한 단방향적인 통합(integration) 은 발현 시간의 재구축을 가능하게 함. 이를 Retro-Cascor.. 논문 리뷰/Other topics 2022. 7. 31. Machine learning guided signal enrichment for ultrasensitive plasma tumor burden monitoring Machine learning guided signal enrichment for ultrasensitive plasma tumor burden monitoring | bioRxiv Machine learning guided signal enrichment for ultrasensitive plasma tumor burden monitoring In solid tumor oncology, circulating tumor DNA (ctDNA) is poised to transform care through accurate assessment of minimal residual disease (MRD) and therapeutic response monitoring. To overcome the sparsi.. 논문 리뷰/Other topics 2022. 7. 28. [On-going] Human Genome The sequences of 150,119 genomes in the UK Biobank | Nature The sequences of 150,119 genomes in the UK Biobank - Nature To measure selection on variants, whole-genome sequencing of approximately 150,000 individuals from the UK Biobank is used to rank sequence variants by their level of depletion. www.nature.com Resources/Key papers 2022. 7. 27. cfTrack: A Method of Exome-Wide Mutation Analysis of Cell-free DNA cfTrack: A Method of Exome-Wide Mutation Analysis of Cell-free DNA to Simultaneously Monitor the Full Spectrum of Cancer Treatment Outcomes Including MRD, Recurrence, and Evolution 2022, Clinical Cancer Research Xianghong Jasmine Zhou Group Longitudinal 하게 tissue 를 채취하는 것이 어렵기 때문에, liquid-biopsy 가 각광을 받고 있음. 하지만 이전의 liquid-biopsy 접근들은 cfDNA 안의 low tumor fraction 을 잡아내기 위해서 deep sequencing 기반의 sm.. 논문 리뷰/Other topics 2022. 7. 26. 7월 5주차 Machine learning-based tissue of origin classification for cancer of unknown primary diagnostics using genome-wide mutation features | Nature Communications Machine learning-based tissue of origin classification for cancer of unknown primary diagnostics using genome-wide mutation feat The original tumor location can be unclear for metastatic tumors. Here, the authors show that DNA sequencing of .. 이번 주 논문들 2022. 7. 25. 7월 4주차 Machine learning analysis of DNA methylation profiles distinguishes primary lung squamous cell carcinomas from head and neck metastases (science.org)' AI-based prediction of new binding site and virtual screening for the discovery of novel P2X3 receptor antagonists - ScienceDirect AI-based prediction of new binding site and virtual screening for the discovery of novel P2X3 receptor antagonists A.. 이번 주 논문들 2022. 7. 19. Network-based machine learning approach to predict immunotherapy response in cancer patients Network-based machine learning approach to predict immunotherapy response in cancer patients | Nature Communications Kunyoo Shin & Sanguk Kim Groups Nature communications, 2022 Introduction ICI 를 쓰는 것은 chemo 보다 부작용이 적고, 효과가 길게 감. 하지만 소수의 환자들만이 면역항암요법에 반응한다는 것이 한계임. 따라서 치료 전에 반응을 하는 환자군을 예측하기 위한 바이오마커를 알아내는 것이 중요함. 면역항암요법에 precision medicine 의 적용의 문제점 중 하나는 다른 암 환자군들에서 약물 반응을 예측하기 위해, 면역항암요법을 받은 .. 논문 리뷰/Systems biology 2022. 7. 19. 이전 1 ··· 10 11 12 13 14 15 16 ··· 18 다음