| A rapid, accurate and machine-agnostic segmentation and quantification method for CT-based COVID-19 diagnosis L Zhou, Z Li, J Zhou, H Li, Y Chen, Y Huang, D Xie, L Zhao, M Fan, ... IEEE transactions on medical imaging 39 (8), 2638-2652, 2020 | 206 | 2020 |
| Global burden of 288 causes of death and life expectancy decomposition in 204 countries and territories and 811 subnational locations, 1990–2021: a systematic analysis for the … M Naghavi, KL Ong, A Aali, HS Ababneh, YH Abate, C Abbafati, ... The Lancet 403 (10440), 2100-2132, 2024 | 160 | 2024 |
| Global incidence, prevalence, years lived with disability (YLDs), disability-adjusted life-years (DALYs), and healthy life expectancy (HALE) for 371 diseases and injuries in … AJ Ferrari, DF Santomauro, A Aali, YH Abate, C Abbafati, H Abbastabar, ... The Lancet 403 (10440), 2133-2161, 2024 | 127 | 2024 |
| Global age-sex-specific mortality, life expectancy, and population estimates in 204 countries and territories and 811 subnational locations, 1950–2021, and the impact of the … AE Schumacher, HH Kyu, A Aali, C Abbafati, J Abbas, ... The Lancet 403 (10440), 1989-2056, 2024 | 122 | 2024 |
| Global burden and strength of evidence for 88 risk factors in 204 countries and 811 subnational locations, 1990–2021: a systematic analysis for the Global Burden of Disease … M Brauer, GA Roth, AY Aravkin, P Zheng, KH Abate, YH Abate, C Abbafati, ... The Lancet 403 (10440), 2162-2203, 2024 | 120 | 2024 |
| A comprehensive benchmarking with practical guidelines for cellular deconvolution of spatial transcriptomics H Li*, J Zhou*, Z Li, S Chen, X Liao, B Zhang, R Zhang, Y Wang, S Sun, ... Nature Communications 14 (1), 1548, 2023 | 88 | 2023 |
| Burden of disease scenarios for 204 countries and territories, 2022–2050: a forecasting analysis for the Global Burden of Disease Study 2021 SE Vollset, HS Ababneh, YH Abate, C Abbafati, R Abbasgholizadeh, ... The Lancet 403 (10440), 2204-2256, 2024 | 51 | 2024 |
| Pre-trained multimodal large language model enhances dermatological diagnosis using SkinGPT-4 J Zhou, X He, L Sun, J Xu, X Chen, Y Chu, L Zhou, X Liao, B Zhang, ... Nature Communications 15 (1), 5649, 2024 | 36* | 2024 |
| Global fertility in 204 countries and territories, 1950–2021, with forecasts to 2100: a comprehensive demographic analysis for the Global Burden of Disease Study 2021 NV Bhattacharjee, AE Schumacher, A Aali, YH Abate, R Abbasgholizadeh, ... The Lancet 403 (10440), 2057-2099, 2024 | 36 | 2024 |
| Repetitive DNA sequence detection and its role in the human genome X Liao, W Zhu, J Zhou, H Li, X Xu, B Zhang, X Gao Communications Biology 6 (1), 954, 2023 | 36 | 2023 |
| Applications of deep learning in understanding gene regulation Z Li*, E Gao*, J Zhou, W Han, X Xu, X Gao Cell Reports Methods, 2023 | 35 | 2023 |
| DeeReCT-APA: prediction of alternative polyadenylation site usage through deep learning Z Li, Y Li, B Zhang, Y Li, Y Long, J Zhou, X Zou, M Zhang, Y Hu, W Chen, ... Genomics, Proteomics and Bioinformatics 20 (3), 483-495, 2022 | 29 | 2022 |
| Predicting the antigenic evolution of SARS-COV-2 with deep learning W Han*, N Chen*, X Xu*, A Sahil, J Zhou, Z Li, H Zhong, E Gao, R Zhang, ... Nature Communications 14 (1), 3478, 2023 | 25 | 2023 |
| An interpretable deep learning workflow for discovering subvisual abnormalities in CT scans of COVID-19 inpatients and survivors L Zhou*, X Meng*, Y Huang*, K Kang*, J Zhou, Y Chu, H Li, D Xie, ... Nature Machine Intelligence 4 (5), 494-503, 2022 | 24 | 2022 |
| An interpretable computer-aided diagnosis method for periodontitis from panoramic radiographs H Li, J Zhou, Y Zhou, Q Chen, Y She, F Gao, Y Xu, J Chen, X Gao Frontiers in Physiology 12, 655556, 2021 | 23 | 2021 |
| PPML-Omics: a privacy-preserving federated machine learning method protects patients’ privacy in omic data J Zhou, S Chen, Y Wu, H Li, B Zhang, L Zhou, Y Hu, Z Xiang, Z Li, N Chen, ... Science Advances 10 (5), eadh8601, 2024 | 21* | 2024 |
| Personalized and privacy-preserving federated heterogeneous medical image analysis with pppml-hmi J Zhou, L Zhou, D Wang, X Xu, H Li, Y Chu, W Han, X Gao Computers in Biology and Medicine 169, 107861, 2024 | 13 | 2024 |
| SD2: spatially resolved transcriptomics deconvolution through integration of dropout and spatial information H Li, H Li, J Zhou, X Gao Bioinformatics 38 (21), 4878-4884, 2022 | 13 | 2022 |
| A unified method to revoke the private data of patients in intelligent healthcare with audit to forget J Zhou, H Li, X Liao, B Zhang, W He, Z Li, L Zhou, X Gao Nature Communications 14 (1), 6255, 2023 | 12* | 2023 |
| Path to medical agi: Unify domain-specific medical llms with the lowest cost J Zhou, X Chen, X Gao medRxiv, 2023.06. 23.23291802, 2023 | 10 | 2023 |
Xin GaoProfessor, Computer Sciences; Director, Computational Bioscience Research CenterVerified email at kaust.edu.sa
