Kangcheng Hou
Kangcheng Hou
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Graph Neural Tangent Kernel: Fusing Graph Neural Networks with Graph Kernels
SS Du, K Hou, B Póczos, R Salakhutdinov, R Wang, K Xu
Advances in Neural Information Processing Systems 2019, 2019
Accurate estimation of SNP-heritability from biobank-scale data irrespective of genetic architecture
K Hou, KS Burch, A Majumdar, H Shi, N Mancuso, Y Wu, S Sankararaman, ...
Nature genetics 51 (8), 1244-1251, 2019
Large uncertainty in individual polygenic risk score estimation impacts PRS-based risk stratification
Y Ding, K Hou, KS Burch, S Lapinska, F Privé, B Vilhjálmsson, ...
Nature genetics 54 (1), 30-39, 2022
Integrative genomic analyses identify susceptibility genes underlying COVID-19 hospitalization
GA Pathak, K Singh, TW Miller-Fleming, FR Wendt, N Ehsan, K Hou, ...
Nature communications 12 (1), 4569, 2021
Polygenic scoring accuracy varies across the genetic ancestry continuum
Y Ding, K Hou, Z Xu, A Pimplaskar, E Petter, K Boulier, F Privé, ...
Nature, 1-8, 2023
Efficient variance components analysis across millions of genomes
A Pazokitoroudi, Y Wu, KS Burch, K Hou, A Zhou, B Pasaniuc, ...
Nature communications 11 (1), 4020, 2020
Optimized design of single-cell RNA sequencing experiments for cell-type-specific eQTL analysis
I Mandric, T Schwarz, A Majumdar, K Hou, L Briscoe, R Perez, ...
Nature communications 11 (1), 5504, 2020
Causal effects on complex traits are similar for common variants across segments of different continental ancestries within admixed individuals
K Hou, Y Ding, Z Xu, Y Wu, A Bhattacharya, R Mester, GM Belbin, ...
Nature genetics 55 (4), 549-558, 2023
Polygenic enrichment distinguishes disease associations of individual cells in single-cell RNA-seq data
MJ Zhang, K Hou, KK Dey, S Sakaue, KA Jagadeesh, K Weinand, ...
Nature genetics 54 (10), 1572-1580, 2022
Caricatureshop: Personalized and photorealistic caricature sketching
X Han, K Hou, D Du, Y Qiu, S Cui, K Zhou, Y Yu
IEEE transactions on visualization and computer graphics 26 (7), 2349-2361, 2018
A multi-dimensional integrative scoring framework for predicting functional variants in the human genome
X Li, G Yung, H Zhou, R Sun, Z Li, K Hou, MJ Zhang, Y Liu, T Arapoglou, ...
The American Journal of Human Genetics 109 (3), 446-456, 2022
On powerful GWAS in admixed populations
K Hou, A Bhattacharya, R Mester, KS Burch, B Pasaniuc
Nature genetics 53 (12), 1631-1633, 2021
Estimation of regional polygenicity from GWAS provides insights into the genetic architecture of complex traits
R Johnson, KS Burch, K Hou, M Paciuc, B Pasaniuc, S Sankararaman
PLoS computational biology 17 (10), e1009483, 2021
Powerful eQTL mapping through low-coverage RNA sequencing
T Schwarz, T Boltz, K Hou, M Bot, C Duan, LO Loohuis, MP Boks, ...
Human Genetics and Genomics Advances 3 (3), 2022
Partitioning gene-level contributions to complex-trait heritability by allele frequency identifies disease-relevant genes
KS Burch, K Hou, Y Ding, Y Wang, S Gazal, H Shi, B Pasaniuc
The American Journal of Human Genetics 109 (4), 692-709, 2022
Impact of cross-ancestry genetic architecture on GWASs in admixed populations
R Mester, K Hou, Y Ding, G Meeks, KS Burch, A Bhattacharya, BM Henn, ...
The American Journal of Human Genetics 110 (6), 927-939, 2023
Epigenomic and chromosomal architectural reconfiguration in developing human frontal cortex and hippocampus
MG Heffel, J Zhou, Y Zhang, DS Lee, K Hou, OP Alonso, K Abuhanna, ...
bioRxiv, 2022.10. 07.511350, 2022
Genotype error due to low-coverage sequencing induces uncertainty in polygenic scoring
E Petter, Y Ding, K Hou, A Bhattacharya, A Gusev, N Zaitlen, B Pasaniuc
The American Journal of Human Genetics 110 (8), 1319-1329, 2023
Calibrated prediction intervals for polygenic scores across diverse contexts
K Hou, Z Xu, Y Ding, A Harpak, B Pasaniuc
medRxiv, 2023
Cell-type deconvolution of bulk-blood RNA-seq reveals biological insights into neuropsychiatric disorders
T Boltz, T Schwarz, M Bot, K Hou, C Caggiano, S Lapinska, C Duan, ...
The American Journal of Human Genetics 111 (2), 323-337, 2024
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