Hubert EffectBioinformatics — 2014년부터 마크로젠에서 NGS 데이터를 다뤄 왔습니다. 임상 유전체 인증과 분석 파이프라인 운영을 거쳐, 지금은 전사체·단일세포 데이터 분석 팀을 이끌고 있습니다.https://hubert-bioinformatics.github.io/ko유전체 시퀀스 딥러닝 모델링 및 해석을 단순화한 DeepGeSeqhttps://hubert-bioinformatics.github.io/radar/2026-08-04-deepgeseq-deep-learning-library-for-genomic-sequence-modeling/https://hubert-bioinformatics.github.io/radar/2026-08-04-deepgeseq-deep-learning-library-for-genomic-sequence-modeling/최소한의 설정만으로 시퀀스 기반 기능 예측과 scATAC-seq, MPRA 분석 파이프라인을 구축한다.Tue, 04 Aug 2026 00:00:00 GMTpaper생물정보학단일세포비소세포폐암 FFPE의 DNA·RNA 동시 앰플리콘 NGS 융합변이 검출https://hubert-bioinformatics.github.io/radar/2026-08-03-amplicon-based-dna-and-rna-unified-ngs-for/https://hubert-bioinformatics.github.io/radar/2026-08-03-amplicon-based-dna-and-rna-unified-ngs-for/저입력량 및 장기 보관 FFPE 검체에서 융합 변이 검출률과 DNA·RNA 통합 패널의 분석 성능을 검증했다.Mon, 03 Aug 2026 00:00:00 GMTpaperNGS생물정보학단일세포 데이터 기반 인핸서-유전자 상호작용 예측 모델 scE2Ghttps://hubert-bioinformatics.github.io/radar/2026-08-03-mapping-enhancer-gene-regulatory-interactions-from-single-cell/https://hubert-bioinformatics.github.io/radar/2026-08-03-mapping-enhancer-gene-regulatory-interactions-from-single-cell/다양한 세포 유형과 조직에서 인핸서와 표적 유전자 간 조절 네트워크를 정밀하게 연결한다.Mon, 03 Aug 2026 00:00:00 GMTpaper단일세포롱리드 전사체 다차원 분석을 통합한 Nextflow 파이프라인https://hubert-bioinformatics.github.io/radar/2026-08-03-nextlongiso-a-comprehensive-nextflow-pipeline-for-multi-dimensional/https://hubert-bioinformatics.github.io/radar/2026-08-03-nextlongiso-a-comprehensive-nextflow-pipeline-for-multi-dimensional/PacBio와 ONT 데이터에서 전사체 동정과 스플라이싱, TE 전사 등 하류 분석을 단일 워크플로우로 통합했다.Mon, 03 Aug 2026 00:00:00 GMTpaper생물정보학전사체조합 바코딩 Tn5 기반 단일세포 전장 전사체 라이브러리 제작법https://hubert-bioinformatics.github.io/radar/2026-08-03-protocol-for-high-resolution-multiplexed-sequencing-of-single/https://hubert-bioinformatics.github.io/radar/2026-08-03-protocol-for-high-resolution-multiplexed-sequencing-of-single/미세 조직 및 단일 세포 수준에서 고처리량 전장 전사체 라이브러리를 구축하는 단계별 상세 가이드다.Mon, 03 Aug 2026 00:00:00 GMTpaper단일세포생물정보학추측 디코딩을 통한 유전체 및 단백질 파운데이션 모델 추론 가속화https://hubert-bioinformatics.github.io/radar/2026-07-31-accelerating-inference-in-genomic-and-proteomic-foundation-models/https://hubert-bioinformatics.github.io/radar/2026-07-31-accelerating-inference-in-genomic-and-proteomic-foundation-models/소형 초안 모델과 대형 검증 모델의 병렬 처리로 출력 품질 저하 없이 추론 속도를 최대 2배 향상했다.Fri, 31 Jul 2026 00:00:00 GMTpaper생물정보학오믹스공간 단백체 데이터의 세포 분류 정확도를 높이는 CellTunehttps://hubert-bioinformatics.github.io/radar/2026-07-31-celltune-an-integrative-software-for-accurate-cell-classification/https://hubert-bioinformatics.github.io/radar/2026-07-31-celltune-an-integrative-software-for-accurate-cell-classification/휴먼인더루프 능동 학습 워크플로우를 활용해 데이터 분석 정밀도를 향상한다.Fri, 31 Jul 2026 00:00:00 GMTpaper오믹스생물정보학지속 학습 기반 단일세포 다중오믹스 통합 모델 MIRACLEhttps://hubert-bioinformatics.github.io/radar/2026-07-31-continual-integration-of-single-cell-multimodal-data-with/https://hubert-bioinformatics.github.io/radar/2026-07-31-continual-integration-of-single-cell-multimodal-data-with/전체 재통합 과정 없이 신규 오믹스 데이터를 누적 반영하여 아틀라스를 효율적으로 확장한다.Fri, 31 Jul 2026 00:00:00 GMTpaper오믹스단일세포scAutoTune을 이용한 단일세포 전사체 분석 파라미터 자동 최적화 프로토콜https://hubert-bioinformatics.github.io/radar/2026-07-31-protocol-for-automated-optimization-of-feature-selection-and/https://hubert-bioinformatics.github.io/radar/2026-07-31-protocol-for-automated-optimization-of-feature-selection-and/Grid 기반 탐색과 Silhouette 지표로 Seurat 데이터의 최적 UMAP 및 클러스터를 도출한다.Fri, 31 Jul 2026 00:00:00 GMTpaper단일세포전사체벌크 전사체 기반 암세포 이질성 분해 알고리즘 CDStatehttps://hubert-bioinformatics.github.io/radar/2026-07-30-cdstate-resolves-malignant-cell-heterogeneity-from-bulk-tumor/https://hubert-bioinformatics.github.io/radar/2026-07-30-cdstate-resolves-malignant-cell-heterogeneity-from-bulk-tumor/비지도 학습 기반으로 벌크 RNA-seq에서 악성 세포 상태와 비율을 추정한다.Thu, 30 Jul 2026 00:00:00 GMTpaper단일세포전사체분비 단백질 신호 활성을 추정하는 연산 프레임워크 SecActhttps://hubert-bioinformatics.github.io/radar/2026-07-30-inference-of-secreted-protein-signaling-activities-in-intercellular/https://hubert-bioinformatics.github.io/radar/2026-07-30-inference-of-secreted-protein-signaling-activities-in-intercellular/공간, 단일세포, 벌크 전사체에서 1,170개 분비 단백질의 신호 활성을 추정한다.Thu, 30 Jul 2026 00:00:00 GMTpaper단일세포공간전사체공간 미세환경을 반영하는 디컨볼루션 알고리즘 NicheDeSighttps://hubert-bioinformatics.github.io/radar/2026-07-30-nichedesig-niche-aware-deconvolution-and-adaptive-signature-analysis/https://hubert-bioinformatics.github.io/radar/2026-07-30-nichedesig-niche-aware-deconvolution-and-adaptive-signature-analysis/고정된 레퍼런스 시그니처의 한계를 극복하고 공간 니치에 따른 세포 상태 변화를 함께 추정한다.Thu, 30 Jul 2026 00:00:00 GMTpaper공간전사체단일세포마우스 골막 및 골내막 중간엽 세포 분리를 위한 scRNA-seq 프로토콜https://hubert-bioinformatics.github.io/radar/2026-07-30-protocol-for-the-enrichment-of-endosteal-and-periosteal/https://hubert-bioinformatics.github.io/radar/2026-07-30-protocol-for-the-enrichment-of-endosteal-and-periosteal/EDTA 탈칼슘화와 효소 처리, lineage depletion을 조합해 중간엽 세포 수득률과 생존율을 높인 전처리 기법이다.Thu, 30 Jul 2026 00:00:00 GMTpaper단일세포생물정보학나노포어 기반 Nano-Mod-Amp로 규명한 PUS7 슈도유리딘 타겟팅 기전https://hubert-bioinformatics.github.io/radar/2026-07-30-pus7-mrna-pseudouridylation-is-driven-by-rna-sequence/https://hubert-bioinformatics.github.io/radar/2026-07-30-pus7-mrna-pseudouridylation-is-driven-by-rna-sequence/타깃 유리의 접근성과 RNA 구조가 PUS7의 mRNA 변식을 결정한다Thu, 30 Jul 2026 00:00:00 GMTpaper시퀀싱 기술전사체단일세포와 공간전사체로 본 인간 신장 발달의 미세환경https://hubert-bioinformatics.github.io/radar/2026-07-30-single-cell-spatial-mapping-of-human-kidney-development/https://hubert-bioinformatics.github.io/radar/2026-07-30-single-cell-spatial-mapping-of-human-kidney-development/신장 발생 과정에서 세포 운명 결정에 미치는 미세환경의 공간적 역할을 규명했다.Thu, 30 Jul 2026 00:00:00 GMTpaper단일세포공간전사체공간전사체 범용 표현 학습 모델 SpatialFormerhttps://hubert-bioinformatics.github.io/radar/2026-07-30-spatialformer-universal-spatial-representation-learning-from-subcellular-molecular/https://hubert-bioinformatics.github.io/radar/2026-07-30-spatialformer-universal-spatial-representation-learning-from-subcellular-molecular/서브셀룰러 분포부터 다세포 조직까지 아우르는 멀티모달 공간전사체 학습 프레임워크Thu, 30 Jul 2026 00:00:00 GMTpaper공간전사체단일세포생쥐 모델의 폐 전이 단계별 시공간 다중오믹스 분석https://hubert-bioinformatics.github.io/radar/2026-07-30-spatiotemporal-multiomics-charts-cellular-dynamics-of-liver-metastasis/https://hubert-bioinformatics.github.io/radar/2026-07-30-spatiotemporal-multiomics-charts-cellular-dynamics-of-liver-metastasis/공간전사체와 단일세포 오믹스로 생쥐 모델의 폐 전이 9단계를 분석했다.Thu, 30 Jul 2026 00:00:00 GMTnews오믹스단일세포RNA-Seq 커버리지 불균일성의 원인과 기존 개선 방법 검증https://hubert-bioinformatics.github.io/radar/2026-07-29-a-systematic-evaluation-of-the-sources-of-non/https://hubert-bioinformatics.github.io/radar/2026-07-29-a-systematic-evaluation-of-the-sources-of-non/전사체 라이브러리 제작 시 발생하는 커버리지 불균일성은 단일 요인으로 설명되지 않으며 기존 개선법의 효과가 미미하다.Wed, 29 Jul 2026 00:00:00 GMTpaper단일세포전사체멀티오믹스 단일세포 Hi-C 데이터 전처리 도구 map3Chttps://hubert-bioinformatics.github.io/radar/2026-07-29-map3c-a-computational-tool-for-processing-multiomic-single/https://hubert-bioinformatics.github.io/radar/2026-07-29-map3c-a-computational-tool-for-processing-multiomic-single/크로마틴 구조와 전사체나 메틸화 데이터를 동시에 처리하는 파이프라인이다.Wed, 29 Jul 2026 00:00:00 GMTpaper생물정보학단일세포단일세포 파운데이션 모델 내 염증 기반 노화 신호의 교란 요인 검증https://hubert-bioinformatics.github.io/radar/2026-07-28-inflammation-linked-aging-signals-in-frozen-single-cell/https://hubert-bioinformatics.github.io/radar/2026-07-28-inflammation-linked-aging-signals-in-frozen-single-cell/사전 학습되지 않은 scGPT와 Geneformer가 포착한 노화 신호가 샘플링 편향인지 실제 염증 생물학인지 평가했다.Tue, 28 Jul 2026 00:00:00 GMTpaper전사체단일세포Shiny 기반 오믹스 통합 분석 도구 BRIDGEhttps://hubert-bioinformatics.github.io/radar/2026-07-27-bridge-an-interactive-application-for-multi-omics-data/https://hubert-bioinformatics.github.io/radar/2026-07-27-bridge-an-interactive-application-for-multi-omics-data/단일 및 다중 오믹스 데이터를 로컬 환경에서 대화형으로 분석하고 시각화한다.Mon, 27 Jul 2026 00:00:00 GMTpaper전사체오믹스플랫폼·조직 제약을 줄인 전사체 기반 연령 예측 모델 Pastahttps://hubert-bioinformatics.github.io/radar/2026-07-27-pasta-a-versatile-transcriptomic-clock-maps-the-chemical/https://hubert-bioinformatics.github.io/radar/2026-07-27-pasta-a-versatile-transcriptomic-clock-maps-the-chemical/벌크·단일세포 RNA-seq 전반에 적용해 노화 및 회춘 조절 화합물과 유전자를 선별한다.Mon, 27 Jul 2026 00:00:00 GMTpaper생물정보학단일세포단일세포 멀티오믹스 통합을 위한 적응형 모듈 전략 AGSIhttps://hubert-bioinformatics.github.io/radar/2026-07-23-agsi-adaptive-group-enhanced-strategy-for-iterative-integration/https://hubert-bioinformatics.github.io/radar/2026-07-23-agsi-adaptive-group-enhanced-strategy-for-iterative-integration/유전자 모듈과 반복적 신뢰도 평가를 결합한 AGSI의 멀티오믹스 통합 성능Thu, 23 Jul 2026 00:00:00 GMTpaper오믹스단일세포7. 진핵생물의 전사조절https://hubert-bioinformatics.github.io/notes/7-%EC%A7%84%ED%95%B5%EC%83%9D%EB%AC%BC%EC%9D%98-%EC%A0%84%EC%82%AC%EC%A1%B0%EC%A0%88/https://hubert-bioinformatics.github.io/notes/7-%EC%A7%84%ED%95%B5%EC%83%9D%EB%AC%BC%EC%9D%98-%EC%A0%84%EC%82%AC%EC%A1%B0%EC%A0%88/분자생물학Sat, 22 Jun 2024 00:00:00 GMTbiologymolecularbiology8. 단백질 합성https://hubert-bioinformatics.github.io/notes/8-%EB%8B%A8%EB%B0%B1%EC%A7%88-%ED%95%A9%EC%84%B1/https://hubert-bioinformatics.github.io/notes/8-%EB%8B%A8%EB%B0%B1%EC%A7%88-%ED%95%A9%EC%84%B1/분자생물학Sat, 22 Jun 2024 00:00:00 GMTbiologymolecularbiology6. 원핵생물의 전사조절https://hubert-bioinformatics.github.io/notes/6-%EC%9B%90%ED%95%B5%EC%83%9D%EB%AC%BC%EC%9D%98-%EC%A0%84%EC%82%AC%EC%A1%B0%EC%A0%88/https://hubert-bioinformatics.github.io/notes/6-%EC%9B%90%ED%95%B5%EC%83%9D%EB%AC%BC%EC%9D%98-%EC%A0%84%EC%82%AC%EC%A1%B0%EC%A0%88/분자생물학Sat, 15 Jun 2024 00:00:00 GMTbiologymolecularbiology4. 돌연변이와 DNA 수선https://hubert-bioinformatics.github.io/notes/4-%EB%8F%8C%EC%97%B0%EB%B3%80%EC%9D%B4%EC%99%80-dna-%EC%88%98%EC%84%A0/https://hubert-bioinformatics.github.io/notes/4-%EB%8F%8C%EC%97%B0%EB%B3%80%EC%9D%B4%EC%99%80-dna-%EC%88%98%EC%84%A0/분자생물학Sun, 09 Jun 2024 00:00:00 GMTbiologymolecularbiology5. 유전자 전사와 RNA 가공https://hubert-bioinformatics.github.io/notes/5-%EC%9C%A0%EC%A0%84%EC%9E%90-%EC%A0%84%EC%82%AC%EC%99%80-rna-%EA%B0%80%EA%B3%B5/https://hubert-bioinformatics.github.io/notes/5-%EC%9C%A0%EC%A0%84%EC%9E%90-%EC%A0%84%EC%82%AC%EC%99%80-rna-%EA%B0%80%EA%B3%B5/분자생물학Sun, 09 Jun 2024 00:00:00 GMTbiologymolecularbiology1. DNA, RNA, Proteinhttps://hubert-bioinformatics.github.io/notes/1-dna-rna-protein/https://hubert-bioinformatics.github.io/notes/1-dna-rna-protein/분자생물학Sat, 08 Jun 2024 00:00:00 GMTbiologymolecularbiology2. DNA 구조와 핵산 기술https://hubert-bioinformatics.github.io/notes/2-dna-%EA%B5%AC%EC%A1%B0%EC%99%80-%ED%95%B5%EC%82%B0-%EA%B8%B0%EC%88%A0/https://hubert-bioinformatics.github.io/notes/2-dna-%EA%B5%AC%EC%A1%B0%EC%99%80-%ED%95%B5%EC%82%B0-%EA%B8%B0%EC%88%A0/분자생물학Sat, 08 Jun 2024 00:00:00 GMTbiologymolecularbiology3. DNA 복제https://hubert-bioinformatics.github.io/notes/3-dna-%EB%B3%B5%EC%A0%9C/https://hubert-bioinformatics.github.io/notes/3-dna-%EB%B3%B5%EC%A0%9C/분자생물학Sat, 08 Jun 2024 00:00:00 GMTbiologymolecularbiologych12. Model Selectionhttps://hubert-bioinformatics.github.io/notes/ch12-model-selection/https://hubert-bioinformatics.github.io/notes/ch12-model-selection/ML with Python CookbookSat, 30 Dec 2023 00:00:00 GMTml-datamlpythonstudysklearnmodelch13. Linear Regressionhttps://hubert-bioinformatics.github.io/notes/ch13-linear-regression/https://hubert-bioinformatics.github.io/notes/ch13-linear-regression/ML with Python CookbookSat, 30 Dec 2023 00:00:00 GMTml-datamlpythonstudylinearregressionsklearnmodelch14. Tree and Random Foresthttps://hubert-bioinformatics.github.io/notes/ch14-tree-and-random-forest/https://hubert-bioinformatics.github.io/notes/ch14-tree-and-random-forest/ML with Python CookbookSat, 30 Dec 2023 00:00:00 GMTml-datamlpythonstudytreerandomforestsklearnmodelch15. K-Nearest Neighborhttps://hubert-bioinformatics.github.io/notes/ch15-k-nearest-neighbor/https://hubert-bioinformatics.github.io/notes/ch15-k-nearest-neighbor/ML with Python CookbookSat, 30 Dec 2023 00:00:00 GMTml-datamlpythonstudyKNNsklearnmodelSpecial Sort Algorithm - Counting Sorthttps://hubert-bioinformatics.github.io/notes/special-sort-algorithm-counting-sort/https://hubert-bioinformatics.github.io/notes/special-sort-algorithm-counting-sort/Sort AlgorithmWed, 27 Sep 2023 00:00:00 GMTprogrammingalgorithmsortpythonSpecial Sort Algorithm - Radix Sorthttps://hubert-bioinformatics.github.io/notes/special-sort-algorithm-radix-sort/https://hubert-bioinformatics.github.io/notes/special-sort-algorithm-radix-sort/Sort AlgorithmWed, 27 Sep 2023 00:00:00 GMTprogrammingalgorithmsortpythonAdvanced Sort Algorithm - Heap Sorthttps://hubert-bioinformatics.github.io/notes/advanced-sort-algorithm-heap-sort/https://hubert-bioinformatics.github.io/notes/advanced-sort-algorithm-heap-sort/Sort AlgorithmSat, 23 Sep 2023 00:00:00 GMTprogrammingalgorithmsortpythonEpigenetics VI - 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검사대상자의 권리https://hubert-bioinformatics.github.io/notes/genetic-testing-agency-training-6-%EA%B2%80%EC%82%AC%EB%8C%80%EC%83%81%EC%9E%90%EC%9D%98-%EA%B6%8C%EB%A6%AC/https://hubert-bioinformatics.github.io/notes/genetic-testing-agency-training-6-%EA%B2%80%EC%82%AC%EB%8C%80%EC%83%81%EC%9E%90%EC%9D%98-%EA%B6%8C%EB%A6%AC/유전자검사기관 교육Tue, 20 Jun 2023 00:00:00 GMTbiologybioinformaticsgeneticsML and DL for Cancer Genomics II - ML Basic Concpts and Evaluation Methodshttps://hubert-bioinformatics.github.io/notes/ml-and-dl-for-cancer-genomics-ii-ml-basic-concpts-and-evaluation-methods/https://hubert-bioinformatics.github.io/notes/ml-and-dl-for-cancer-genomics-ii-ml-basic-concpts-and-evaluation-methods/ML and DL for Cancer GenomicsTue, 20 Jun 2023 00:00:00 GMTbioinformaticsBIbioinformaticscancerMLDLML and DL for Cancer Genomics III - DL Algorithm Ihttps://hubert-bioinformatics.github.io/notes/ml-and-dl-for-cancer-genomics-iii-dl-algorithm-i/https://hubert-bioinformatics.github.io/notes/ml-and-dl-for-cancer-genomics-iii-dl-algorithm-i/ML and DL for Cancer GenomicsTue, 20 Jun 2023 00:00:00 GMTbioinformaticsBIbioinformaticscancerMLDLML and DL for Cancer Genomics IV - DL Algorithm IIhttps://hubert-bioinformatics.github.io/notes/ml-and-dl-for-cancer-genomics-iv-dl-algorithm-ii/https://hubert-bioinformatics.github.io/notes/ml-and-dl-for-cancer-genomics-iv-dl-algorithm-ii/ML and DL for Cancer GenomicsTue, 20 Jun 2023 00:00:00 GMTbioinformaticsBIbioinformaticscancerMLDLGenetic Testing Agency Training 4 - 유전자검사기관의 의무 및 책임https://hubert-bioinformatics.github.io/notes/genetic-testing-agency-training-4-%EC%9C%A0%EC%A0%84%EC%9E%90%EA%B2%80%EC%82%AC%EA%B8%B0%EA%B4%80%EC%9D%98-%EC%9D%98%EB%AC%B4-%EB%B0%8F-%EC%B1%85%EC%9E%84/https://hubert-bioinformatics.github.io/notes/genetic-testing-agency-training-4-%EC%9C%A0%EC%A0%84%EC%9E%90%EA%B2%80%EC%82%AC%EA%B8%B0%EA%B4%80%EC%9D%98-%EC%9D%98%EB%AC%B4-%EB%B0%8F-%EC%B1%85%EC%9E%84/유전자검사기관 교육Mon, 19 Jun 2023 00:00:00 GMTbiologybioinformaticsgeneticsGenetic Testing Agency Training 5 - 유전자검사기관의 숙련도 평가https://hubert-bioinformatics.github.io/notes/genetic-testing-agency-training-5-%EC%9C%A0%EC%A0%84%EC%9E%90%EA%B2%80%EC%82%AC%EA%B8%B0%EA%B4%80%EC%9D%98-%EC%88%99%EB%A0%A8%EB%8F%84-%ED%8F%89%EA%B0%80/https://hubert-bioinformatics.github.io/notes/genetic-testing-agency-training-5-%EC%9C%A0%EC%A0%84%EC%9E%90%EA%B2%80%EC%82%AC%EA%B8%B0%EA%B4%80%EC%9D%98-%EC%88%99%EB%A0%A8%EB%8F%84-%ED%8F%89%EA%B0%80/유전자검사기관 교육Mon, 19 Jun 2023 00:00:00 GMTbiologybioinformaticsgeneticsGenetic Testing Agency Training 3 - 유전자검사항목의 신고https://hubert-bioinformatics.github.io/notes/genetic-testing-agency-training-3-%EC%9C%A0%EC%A0%84%EC%9E%90%EA%B2%80%EC%82%AC%ED%95%AD%EB%AA%A9%EC%9D%98-%EC%8B%A0%EA%B3%A0/https://hubert-bioinformatics.github.io/notes/genetic-testing-agency-training-3-%EC%9C%A0%EC%A0%84%EC%9E%90%EA%B2%80%EC%82%AC%ED%95%AD%EB%AA%A9%EC%9D%98-%EC%8B%A0%EA%B3%A0/유전자검사기관 교육Wed, 14 Jun 2023 00:00:00 GMTbiologybioinformaticsgeneticsGenetic Testing Agency Training 1 - 유전자검사의 이해https://hubert-bioinformatics.github.io/notes/genetic-testing-agency-training-1-%EC%9C%A0%EC%A0%84%EC%9E%90%EA%B2%80%EC%82%AC%EC%9D%98-%EC%9D%B4%ED%95%B4/https://hubert-bioinformatics.github.io/notes/genetic-testing-agency-training-1-%EC%9C%A0%EC%A0%84%EC%9E%90%EA%B2%80%EC%82%AC%EC%9D%98-%EC%9D%B4%ED%95%B4/유전자검사기관 교육Fri, 09 Jun 2023 00:00:00 GMTbiologybioinformaticsgeneticsGenetic Testing Agency Training 2 - 유전자검사 제도의 이해https://hubert-bioinformatics.github.io/notes/genetic-testing-agency-training-2-%EC%9C%A0%EC%A0%84%EC%9E%90%EA%B2%80%EC%82%AC-%EC%A0%9C%EB%8F%84%EC%9D%98-%EC%9D%B4%ED%95%B4/https://hubert-bioinformatics.github.io/notes/genetic-testing-agency-training-2-%EC%9C%A0%EC%A0%84%EC%9E%90%EA%B2%80%EC%82%AC-%EC%A0%9C%EB%8F%84%EC%9D%98-%EC%9D%B4%ED%95%B4/유전자검사기관 교육Fri, 09 Jun 2023 00:00:00 GMTbiologybioinformaticsgeneticsML and DL for Cancer Genomics I - Bioinformatics Trendhttps://hubert-bioinformatics.github.io/notes/ml-and-dl-for-cancer-genomics-i-bioinformatics-trend/https://hubert-bioinformatics.github.io/notes/ml-and-dl-for-cancer-genomics-i-bioinformatics-trend/ML and DL for Cancer GenomicsFri, 09 Jun 2023 00:00:00 GMTbioinformaticsBIbioinformaticscancerMLDL(Cheat Sheet) - Matplotlibhttps://hubert-bioinformatics.github.io/notes/cheat-sheet-matplotlib/https://hubert-bioinformatics.github.io/notes/cheat-sheet-matplotlib/Sat, 26 Nov 2022 00:00:00 GMTprogrammingprogrammingpythonmatplotlibcheatsheet(Cheat Sheet) - Pandashttps://hubert-bioinformatics.github.io/notes/cheat-sheet-pandas/https://hubert-bioinformatics.github.io/notes/cheat-sheet-pandas/Sat, 26 Nov 2022 00:00:00 GMTprogrammingprogrammingpythonpandascheatsheet(Cheat Sheet) - Seabornhttps://hubert-bioinformatics.github.io/notes/cheat-sheet-seaborn/https://hubert-bioinformatics.github.io/notes/cheat-sheet-seaborn/Sat, 26 Nov 2022 00:00:00 GMTprogrammingprogrammingpythonseaborncheatsheetTranscriptome II - Data Preprocessinghttps://hubert-bioinformatics.github.io/notes/transcriptome-ii-data-preprocessing/https://hubert-bioinformatics.github.io/notes/transcriptome-ii-data-preprocessing/TranscriptomeTue, 22 Nov 2022 00:00:00 GMTbioinformaticsBIbioinformaticstranscriptomeTranscriptome III - Differential Expression & Visual Explorationhttps://hubert-bioinformatics.github.io/notes/transcriptome-iii-differential-expression--visual-exploration/https://hubert-bioinformatics.github.io/notes/transcriptome-iii-differential-expression--visual-exploration/TranscriptomeTue, 22 Nov 2022 00:00:00 GMTbioinformaticsBIbioinformaticstranscriptomeSQL 기초https://hubert-bioinformatics.github.io/notes/sql-%EA%B8%B0%EC%B4%88/https://hubert-bioinformatics.github.io/notes/sql-%EA%B8%B0%EC%B4%88/Sun, 13 Nov 2022 00:00:00 GMTprogrammingprogrammingdatabasebasicSQLSub-query and JOIN, UNIONhttps://hubert-bioinformatics.github.io/notes/sub-query-and-join-union/https://hubert-bioinformatics.github.io/notes/sub-query-and-join-union/Sun, 13 Nov 2022 00:00:00 GMTprogrammingprogrammingdatabaseSQLqueryTranscriptome I - Introduction to Transcriptomehttps://hubert-bioinformatics.github.io/notes/transcriptome-i-introduction-to-transcriptome/https://hubert-bioinformatics.github.io/notes/transcriptome-i-introduction-to-transcriptome/TranscriptomeThu, 10 Nov 2022 00:00:00 GMTbioinformaticsBIbioinformaticstranscriptomeDefinition of Datahttps://hubert-bioinformatics.github.io/notes/definition-of-data/https://hubert-bioinformatics.github.io/notes/definition-of-data/Sun, 06 Nov 2022 00:00:00 GMTprogrammingprogrammingdatabaserelationalmodelSQLRelational Modelhttps://hubert-bioinformatics.github.io/notes/relational-model/https://hubert-bioinformatics.github.io/notes/relational-model/Sun, 06 Nov 2022 00:00:00 GMTprogrammingprogrammingdatabaserelationalmodelVariants Analysis VI - Cancer Immunotherapyhttps://hubert-bioinformatics.github.io/notes/variants-analysis-vi-cancer-immunotherapy/https://hubert-bioinformatics.github.io/notes/variants-analysis-vi-cancer-immunotherapy/Variants AnalysisThu, 03 Nov 2022 00:00:00 GMTbioinformaticsBIbioinformaticsvariantcancerimmuneimmunotherapyVariants Analysis IVhttps://hubert-bioinformatics.github.io/notes/variants-analysis-iv/https://hubert-bioinformatics.github.io/notes/variants-analysis-iv/Tue, 25 Oct 2022 00:00:00 GMTbioinformaticsBIbioinformaticsvariantcallingVariants Analysis V - Cancer Analysishttps://hubert-bioinformatics.github.io/notes/variants-analysis-v-cancer-analysis/https://hubert-bioinformatics.github.io/notes/variants-analysis-v-cancer-analysis/Variants AnalysisTue, 25 Oct 2022 00:00:00 GMTbioinformaticsBIbioinformaticsvariantcancercallingVariants Analysis IIIhttps://hubert-bioinformatics.github.io/notes/variants-analysis-iii/https://hubert-bioinformatics.github.io/notes/variants-analysis-iii/Thu, 20 Oct 2022 00:00:00 GMTbioinformaticsBIbioinformaticsnext generation sequencingvariantcallingSVClustering of Single Cell & Cell Type Assignment Ihttps://hubert-bioinformatics.github.io/notes/clustering-of-single-cell--cell-type-assignment-i/https://hubert-bioinformatics.github.io/notes/clustering-of-single-cell--cell-type-assignment-i/Sun, 16 Oct 2022 00:00:00 GMTbioinformaticsBIbioinformaticssingle cell analysisPreprocessing of Single Cell Analysis IIhttps://hubert-bioinformatics.github.io/notes/preprocessing-of-single-cell-analysis-ii/https://hubert-bioinformatics.github.io/notes/preprocessing-of-single-cell-analysis-ii/Sun, 16 Oct 2022 00:00:00 GMTbioinformaticsBIbioinformaticssingle cell analysisPreprocessing of Single Cell Analysis Ihttps://hubert-bioinformatics.github.io/notes/preprocessing-of-single-cell-analysis-i/https://hubert-bioinformatics.github.io/notes/preprocessing-of-single-cell-analysis-i/Sat, 15 Oct 2022 00:00:00 GMTbioinformaticsBIbioinformaticssingle cell analysisExperimental Design for Single Cell Analysishttps://hubert-bioinformatics.github.io/notes/experimental-design-for-single-cell-analysis/https://hubert-bioinformatics.github.io/notes/experimental-design-for-single-cell-analysis/Mon, 03 Oct 2022 00:00:00 GMTbioinformaticsBIbioinformaticssingle cell analysisIntroduce to Single Cell Analysishttps://hubert-bioinformatics.github.io/notes/introduce-to-single-cell-analysis/https://hubert-bioinformatics.github.io/notes/introduce-to-single-cell-analysis/Mon, 03 Oct 2022 00:00:00 GMTbioinformaticsBIbioinformaticssingle cell analysisVariants Analysis IIhttps://hubert-bioinformatics.github.io/notes/variants-analysis-ii/https://hubert-bioinformatics.github.io/notes/variants-analysis-ii/Tue, 27 Sep 2022 00:00:00 GMTbioinformaticsBIbioinformaticsnext generation sequencingvariantcallingVariants Analysis Ihttps://hubert-bioinformatics.github.io/notes/variants-analysis-i/https://hubert-bioinformatics.github.io/notes/variants-analysis-i/Thu, 11 Aug 2022 00:00:00 GMTbioinformaticsBIbioinformaticsnext generation sequencingvariantcallingWES Clinical Interpretaion Ihttps://hubert-bioinformatics.github.io/notes/wes-clinical-interpretaion-i/https://hubert-bioinformatics.github.io/notes/wes-clinical-interpretaion-i/Tue, 26 Jul 2022 00:00:00 GMTbioinformaticsBIbioinformaticsNGSWESinterpretationWES Clinical Interpretaion IIhttps://hubert-bioinformatics.github.io/notes/wes-clinical-interpretaion-ii/https://hubert-bioinformatics.github.io/notes/wes-clinical-interpretaion-ii/Tue, 26 Jul 2022 00:00:00 GMTbioinformaticsBIbioinformaticsNGSWESinterpretationWES Dominant Variantshttps://hubert-bioinformatics.github.io/notes/wes-dominant-variants/https://hubert-bioinformatics.github.io/notes/wes-dominant-variants/Mon, 25 Jul 2022 00:00:00 GMTbioinformaticsBIbioinformaticsNGSWESdominantWES Recessive Variantshttps://hubert-bioinformatics.github.io/notes/wes-recessive-variants/https://hubert-bioinformatics.github.io/notes/wes-recessive-variants/Mon, 25 Jul 2022 00:00:00 GMTbioinformaticsBIbioinformaticsNGSWESrecessiveWES Structural Variantshttps://hubert-bioinformatics.github.io/notes/wes-structural-variants/https://hubert-bioinformatics.github.io/notes/wes-structural-variants/Mon, 25 Jul 2022 00:00:00 GMTbioinformaticsBIbioinformaticsNGSWESstructural variantCNVWES 데이터 처리와 해석법https://hubert-bioinformatics.github.io/notes/wes-%EB%8D%B0%EC%9D%B4%ED%84%B0-%EC%B2%98%EB%A6%AC%EC%99%80-%ED%95%B4%EC%84%9D%EB%B2%95/https://hubert-bioinformatics.github.io/notes/wes-%EB%8D%B0%EC%9D%B4%ED%84%B0-%EC%B2%98%EB%A6%AC%EC%99%80-%ED%95%B4%EC%84%9D%EB%B2%95/Mon, 25 Jul 2022 00:00:00 GMTbioinformaticsBIbioinformaticsNGSWESWES 연구 디자인법https://hubert-bioinformatics.github.io/notes/wes-%EC%97%B0%EA%B5%AC-%EB%94%94%EC%9E%90%EC%9D%B8%EB%B2%95/https://hubert-bioinformatics.github.io/notes/wes-%EC%97%B0%EA%B5%AC-%EB%94%94%EC%9E%90%EC%9D%B8%EB%B2%95/Mon, 25 Jul 2022 00:00:00 GMTbioinformaticsBIbioinformaticsNGSWESWES 개념과 유전학적 의의https://hubert-bioinformatics.github.io/notes/wes-%EA%B0%9C%EB%85%90%EA%B3%BC-%EC%9C%A0%EC%A0%84%ED%95%99%EC%A0%81-%EC%9D%98%EC%9D%98/https://hubert-bioinformatics.github.io/notes/wes-%EA%B0%9C%EB%85%90%EA%B3%BC-%EC%9C%A0%EC%A0%84%ED%95%99%EC%A0%81-%EC%9D%98%EC%9D%98/Sun, 24 Jul 2022 00:00:00 GMTbioinformaticsBIbioinformaticsNGSWESch2. Introduce Linear Algebrahttps://hubert-bioinformatics.github.io/notes/ch2-introduce-linear-algebra/https://hubert-bioinformatics.github.io/notes/ch2-introduce-linear-algebra/Guide to Linear AlgebraSat, 23 Jul 2022 00:00:00 GMTstatisticslinear algebrastudyvectorlinearitych3. Linear Algebra Calculationshttps://hubert-bioinformatics.github.io/notes/ch3-linear-algebra-calculations/https://hubert-bioinformatics.github.io/notes/ch3-linear-algebra-calculations/Guide to Linear AlgebraSat, 23 Jul 2022 00:00:00 GMTstatisticslinear algebrastudyvectorGauss-Jordan eliminationdeterminantmatrix inversech9. Expectation, Indicator Random Variables, Linearityhttps://hubert-bioinformatics.github.io/notes/ch9-expectation-indicator-random-variables-linearity/https://hubert-bioinformatics.github.io/notes/ch9-expectation-indicator-random-variables-linearity/Statistics (Harvard Stat110)Sat, 23 Jul 2022 00:00:00 GMTstatisticsstatisticsharbardCDFexpectationlinearitych8. Random Variables and Their Distributionshttps://hubert-bioinformatics.github.io/notes/ch8-random-variables-and-their-distributions/https://hubert-bioinformatics.github.io/notes/ch8-random-variables-and-their-distributions/Statistics (Harvard Stat110)Sun, 17 Jul 2022 00:00:00 GMTstatisticsstatisticsharbardPMFCDFSequencing Technologieshttps://hubert-bioinformatics.github.io/notes/sequencing-technologies/https://hubert-bioinformatics.github.io/notes/sequencing-technologies/Sun, 10 Jul 2022 00:00:00 GMTbioinformaticsBIbioinformaticssanger sequencingchip sequencingnext generation sequencingabout DNAhttps://hubert-bioinformatics.github.io/notes/about-dna/https://hubert-bioinformatics.github.io/notes/about-dna/Sat, 09 Jul 2022 00:00:00 GMTbioinformaticsBIbioinformaticsDNARNAnucleosidenucleotidepentose sugarnitrogenous basephosphatereplicationweightch7. Gambler's Ruin and Random Variableshttps://hubert-bioinformatics.github.io/notes/ch7-gamblers-ruin-and-random-variables/https://hubert-bioinformatics.github.io/notes/ch7-gamblers-ruin-and-random-variables/Statistics (Harvard Stat110)Tue, 28 Jun 2022 00:00:00 GMTstatisticsstatisticsharbardgambler's ruindifferece equationrandom variablebernoullibinomialch6. Monty Hall, Simpson's Paradoxhttps://hubert-bioinformatics.github.io/notes/ch6-monty-hall-simpsons-paradox/https://hubert-bioinformatics.github.io/notes/ch6-monty-hall-simpsons-paradox/Statistics (Harvard Stat110)Sun, 26 Jun 2022 00:00:00 GMTstatisticsstatisticsharbardmonty halllaw of total probabilitysimpson's paradoxch5. Conditioning Continued, Law of Total Probabilityhttps://hubert-bioinformatics.github.io/notes/ch5-conditioning-continued-law-of-total-probability/https://hubert-bioinformatics.github.io/notes/ch5-conditioning-continued-law-of-total-probability/Statistics (Harvard Stat110)Thu, 23 Jun 2022 00:00:00 GMTstatisticsstatisticsharbardlaw of total probabilityconditional probabilitypriorposteriorconditional independencech4. Conditional Probabilityhttps://hubert-bioinformatics.github.io/notes/ch4-conditional-probability/https://hubert-bioinformatics.github.io/notes/ch4-conditional-probability/Statistics (Harvard Stat110)Sun, 19 Jun 2022 00:00:00 GMTstatisticsstatisticsharbardprobabilityindependencenewton-pepys problemconditional probabilitybayes' theoremPhred Score (Base Call Quality Score)https://hubert-bioinformatics.github.io/notes/phred-score-base-call-quality-score/https://hubert-bioinformatics.github.io/notes/phred-score-base-call-quality-score/Sat, 18 Jun 2022 00:00:00 GMTbioinformaticsBIbioinformaticsfastqphred scoreNGSFastqhttps://hubert-bioinformatics.github.io/notes/fastq/https://hubert-bioinformatics.github.io/notes/fastq/Thu, 16 Jun 2022 00:00:00 GMTbioinformaticsBIbioinformaticsfastqNGSch3. Birthday Problem, Properties of Probabilityhttps://hubert-bioinformatics.github.io/notes/ch3-birthday-problem-properties-of-probability/https://hubert-bioinformatics.github.io/notes/ch3-birthday-problem-properties-of-probability/Statistics (Harvard Stat110)Sun, 12 Jun 2022 00:00:00 GMTstatisticsstatisticsharbardprobabilitybirthday problemInclusion-Exclusion Principlech2. Story Proofs, Axioms of Probabilityhttps://hubert-bioinformatics.github.io/notes/ch2-story-proofs-axioms-of-probability/https://hubert-bioinformatics.github.io/notes/ch2-story-proofs-axioms-of-probability/Statistics (Harvard Stat110)Fri, 10 Jun 2022 00:00:00 GMTstatisticsstatisticsharbardprobabilitystory proofsch1. Probability and Countinghttps://hubert-bioinformatics.github.io/notes/ch1-probability-and-counting/https://hubert-bioinformatics.github.io/notes/ch1-probability-and-counting/Statistics (Harvard Stat110)Mon, 06 Jun 2022 00:00:00 GMTstatisticsstatisticsharbardsample spaceeventprobabilitycountingbinomial coefficientch1. Basic Mathmaticshttps://hubert-bioinformatics.github.io/notes/ch1-basic-mathmatics/https://hubert-bioinformatics.github.io/notes/ch1-basic-mathmatics/Guide to Linear AlgebraSat, 04 Jun 2022 00:00:00 GMTstatisticslinear algebrastudymathch11. Evaluation of Modelhttps://hubert-bioinformatics.github.io/notes/ch11-evaluation-of-model/https://hubert-bioinformatics.github.io/notes/ch11-evaluation-of-model/ML with Python CookbookFri, 03 Jun 2022 00:00:00 GMTml-datamlpythonstudysklearndataframech10. Dimension Reduction Using Feature Selectionhttps://hubert-bioinformatics.github.io/notes/ch10-dimension-reduction-using-feature-selection/https://hubert-bioinformatics.github.io/notes/ch10-dimension-reduction-using-feature-selection/ML with Python CookbookThu, 02 Jun 2022 00:00:00 GMTml-datamlpythonstudysklearndataframech5. Category Datahttps://hubert-bioinformatics.github.io/notes/ch5-category-data/https://hubert-bioinformatics.github.io/notes/ch5-category-data/ML with Python CookbookWed, 01 Jun 2022 00:00:00 GMTml-datamlpythonstudysklearndataframech9. Dimension Reduction Using Feature Extractionhttps://hubert-bioinformatics.github.io/notes/ch9-dimension-reduction-using-feature-extraction/https://hubert-bioinformatics.github.io/notes/ch9-dimension-reduction-using-feature-extraction/ML with Python CookbookWed, 01 Jun 2022 00:00:00 GMTml-datamlpythonstudysklearndataframech4. Numeric Datahttps://hubert-bioinformatics.github.io/notes/ch4-numeric-data/https://hubert-bioinformatics.github.io/notes/ch4-numeric-data/ML with Python CookbookSat, 28 May 2022 00:00:00 GMTml-datamlpythonstudysklearndataframeoutlierstandardizationnormalizationSearch Algorithm - BFS (Breadth-First Search)https://hubert-bioinformatics.github.io/notes/search-algorithm-bfs-breadth-first-search/https://hubert-bioinformatics.github.io/notes/search-algorithm-bfs-breadth-first-search/Search AlgorithmFri, 27 May 2022 00:00:00 GMTprogrammingalgorithmsearchpythonch3. Data Wranglinghttps://hubert-bioinformatics.github.io/notes/ch3-data-wrangling/https://hubert-bioinformatics.github.io/notes/ch3-data-wrangling/ML with Python CookbookThu, 26 May 2022 00:00:00 GMTml-datamlpythonstudysklearndataframech1. Vector Matrix Arrayhttps://hubert-bioinformatics.github.io/notes/ch1-vector-matrix-array/https://hubert-bioinformatics.github.io/notes/ch1-vector-matrix-array/ML with Python CookbookWed, 25 May 2022 00:00:00 GMTml-datamlpythonstudyvectormatrixarraych2. Data Loadhttps://hubert-bioinformatics.github.io/notes/ch2-data-load/https://hubert-bioinformatics.github.io/notes/ch2-data-load/ML with Python CookbookWed, 25 May 2022 00:00:00 GMTml-datamlpythonstudysklearnDataframe in Pandashttps://hubert-bioinformatics.github.io/notes/dataframe-in-pandas/https://hubert-bioinformatics.github.io/notes/dataframe-in-pandas/Tue, 24 May 2022 00:00:00 GMTprogrammingpythonpandasdataframeStack vs Queuehttps://hubert-bioinformatics.github.io/notes/stack-vs-queue/https://hubert-bioinformatics.github.io/notes/stack-vs-queue/Tue, 24 May 2022 00:00:00 GMTprogrammingdatabaseLIFOFIFOSearch Algorithm - DFS (Depth-First Search)https://hubert-bioinformatics.github.io/notes/search-algorithm-dfs-depth-first-search/https://hubert-bioinformatics.github.io/notes/search-algorithm-dfs-depth-first-search/Search AlgorithmSun, 22 May 2022 00:00:00 GMTprogrammingalgorithmsearchpythonStyle Guide for Shell - Googlehttps://hubert-bioinformatics.github.io/notes/style-guide-for-shell-google/https://hubert-bioinformatics.github.io/notes/style-guide-for-shell-google/Fri, 15 Apr 2022 00:00:00 GMTprogramminglinuxshellStyle Guide for Python Code - PEP8https://hubert-bioinformatics.github.io/notes/style-guide-for-python-code-pep8/https://hubert-bioinformatics.github.io/notes/style-guide-for-python-code-pep8/Sun, 27 Mar 2022 00:00:00 GMTprogrammingpythonVS codehttps://hubert-bioinformatics.github.io/notes/vs-code/https://hubert-bioinformatics.github.io/notes/vs-code/Sun, 27 Mar 2022 00:00:00 GMTprogrammingtoolpython