몽발개발

읽은 날 2021.01.15. 학술지 Journal of Neuroscience Methods 제목 Deep learning methods and applications in neuroimaging 저자 Jing Sui, MingXia Liu, Jong-Hwan Lee, Jun Zhang, Vince Calhoun 한줄요약 Neuroimaging에 쓰이는 MLDL기법들의 기존 한계점과 그를 극복한 과정 초록 Deep learning (DL) has gained considerable attention in the scientific community, breaking benchmark records in many areas such as speech and visual recognition. Howeve..

읽은 날 2021.01.13. 학술지 Proceedings of the European conference on computer vision (ECCV) 제목 CBAM: Convolutional Block Attention Module 저자 Sanghyun Woo*1, Jongchan Park*†2, Joon-Young Lee3, and In So Kweon1 한줄요약 Visual infomation을 현재 개발된 model보다 더 performance가 좋은 모듈의 개발 (CBAM) 초록 We propose Convolutional Block Attention Module (CBAM), a simple yet effective attention module for feed-forward convolut..

읽은 날 2021.01.13. 학술지 IEEE signal processing letters 제목 A Parallel Independent Component Analysis Approach to Investigate Genomic Influence on Brain Function 저자 J Liu, O Demirci, VD Calhoun.. 한줄요약 Parallel ICA의 소개와 이를 이용한 fMRI data/SNP data의 통합분석 (feat. Schizophrenia) 초록 Abstract—Relationships between genomic data and functional brain images are of great interest but require new analysis approach..

읽은 날 2021.01.05 학술지 Developmental Cognitive Neuroscience 제목 Biospecimens and the ABCD study: Rationale, methods of collection, measurement and early data 저자 Kristina A. Ubana, Megan K. Hortonb, Joanna Jacobusc, Charles Heyserd, Wesley K. Thompsone, Susan F. Tapertc, Pamela A.F. Maddenf,⁎, Elizabeth R. Sowella,⁎, the Adolescent Brain Cognitive Development Study1 한줄요약 ABCD 참여자들의 biospecimen 데이터 종류..

읽은 날 2021.01.05 학술지 Computer Methods and Programs in Biomedicine 제목 Application of deep canonically correlated sparse autoencoder for the classification of schizophrenia 저자 Gang Li a , b , ∗, Depeng Han a , Chao Wang a , Wenxing Hu c , Vince D. Calhoun d , Yu-Ping Wang 한줄요약 Schizophrenia를 진단하기 위한 neural network(DCCSAE)의 개발 및 효용성 입증 초록 Background and objective: Imaging genetics has been widely us..

읽은 날 2020.10.15 학술지 Science 제목 Brain disorders? Precisely 저자 Thomas R. Insel & Bruce N. Cuthbert 한줄요약 Mental disorder는 brain circuit disorder로 재정의 되어야 하며, 여러 생체학적 및 뇌정보를 이용해 mental disorder를 진단하고 치료할 수 있다. 초록 Mental disorders represent a public health challenge of staggering proportions. In the most recent Global Burden of Disease study, mental and substance abuse disorders constitute the leadin..

읽은 날 2020.09.15 학술지 arXiv preprint arXiv 제목 TabNet: Attentive Interpretable Tabular Learning 저자 Sercan ¨ O. Arık, Tomas Pfister 한줄요약 Tabular data를 처리하는 새로운 neural network인 TabNet의 이점. 초록 We propose a novel high-performance and interpretable canonical deep tabular data learning architecture, TabNet. TabNet uses sequential attention to choose which features to reason from at each decision step, en..

읽은 날 2020.08.27 학술지 The Lancet Psychiatry 제목 Risk and protective factors for childhood suicidality: a US population-based study 저자 Delfina Janiri*, Gaelle E Doucet*, Maurizio Pompili, Gabriele Sani, Beatriz Luna, David A Brent, Sophia Frangou 한줄요약 아이들의 sucidal ideation,attempt에 중요 risk factor는 child behavior checklist, family conflict, screen usage, 그리고 parental supervision이다. 초록 -Background Chil..