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M

Mattias Ohlsson

center for applied intelligent systems research in health

41H指数
261论文数
4.5K被引数
收录论文 73
发表时间
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A decoupled alignment kernel for peptide membrane permeability predictions解耦对齐核用于肽膜渗透性预测
errJournal of Cheminformatics
IF5.7
err2026-08-04
err0
errOAAI
errAli Amirahmadi; Gökçe Geylan; Leonardo De Maria; Farzaneh Etminani; Mattias Ohlsson; Alessandro Tibo
err分享
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Human factors validation study of an artificial neural network‑based preoperative decision‑support tool for noninvasive lymph node staging (NILS) in women with primary breast cancer (ISRCTN99301435)基于人工神经网络的非侵入性淋巴结分期（NILS）术前决策支持工具在原发性乳腺癌女性中的工效学验证研究（ISRCTN99301435）
errBMC Cancer
IF3.4
err2026-05-28
err0
errOAAI
errAnna Allfelt; Pär-Ola Bendahl; Looket Dihge; Mattias Ohlsson; Lisa Rydén; Ida Skarping
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Stand-alone Transcriptional Immune Response Prediction in Primary Triple-Negative Breast Cancer单细胞转录免疫反应预测在原发性三阴性乳腺癌中的应用
errCancer Research Communications
IF0
err2025-12-01
err0
errOAAI
errRoostee, Suze; Killander, Fredrika; Saghir, Hani; Nacer, Deborah F.; Hakkinen, Jari; Sasiain, Inaki; Veerla, Srinivas; Vallon-Christersson, Johan; Loman, Niklas; Ohlsson, Mattias; Staaf, Johan
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CoxSE: Exploring the potential of self-explaining neural networks with Cox proportional hazards model for survival analysisCoxSE：探索利用Cox比例风险模型进行生存分析的自解释神经网络潜力
errKnowledge-Based Systems
IF7.6
err2025-11-29
err0
errOAAI
errAbdallah Alabdallah; Omar Hamed; Mattias Ohlsson; Thorsteinn Rögnvaldsson; Sepideh Pashami
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Transfer learning for predicting acute myocardial infarction using electrocardiograms
errPLOS Digital Health
IF0
err2025-10-31
err2
PREAI
errNystrom, Axel; Bjorkelund, Anders; Ohlsson, Mattias; Bjork, Jonas; Ekelund, Ulf; Lundager Forberg, Jakob
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Adaptive noise-augmented attention for enhancing Transformer fine-tuning on longitudinal medical data自适应噪声增强注意力机制，用于增强Transformer在纵向医学数据上的微调
errFrontiers in Artificial Intelligence
IF4.7
err2025-09-21
err0
errOAAI
errAli Amirahmadi; Farzaneh Etminani; Mattias Ohlsson
err分享
err收藏
Deep learning on routine full-breast mammograms enhances lymph node metastasis prediction in early breast cancer基于常规全乳腺钼靶图像的深度学习可增强早期乳腺癌淋巴结转移的预测能力。
errnpj Digital Medicine
IF15.1
err2025-07-10
err0
errOAAI
errDaqu Zhang; Looket Dihge; Pär-Ola Bendahl; Ida Arvidsson; Magnus Dustler; Julia Ellbrant; Kim Gulis; Malin Hjärtström; Mattias Ohlsson; Cornelia Rejmer; David Schmidt; Sophia Zackrisson; Patrik Edén; Lisa Rydén
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Utilizing artificial intelligence and medical experts to identify predictors for common diagnoses in dyspneic adults: A cross-sectional study of consecutive emergency department patients from Southern Sweden利用人工智能和医学专家识别气促成人常见诊断的预测因子：一项对瑞典南部连续急诊科患者的横断面研究
errInternational Journal of Medical Informatics
IF4.1
err2025-05-22
err0
PREAI
errEllen T. Heyman; Awais Ashfaq; Ulf Ekelund; Mattias Ohlsson; Jonas Björk; Alexander Marcel Schubert; Markus Lingman; Ardavan M. Khoshnood
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Advancing personalised care in atrial fibrillation and stroke: The potential impact of AI from prevention to rehabilitation在心房颤动和卒中中推进个性化护理：从预防到康复，人工智能的潜在影响
errTrends in Cardiovascular Medicine
IF9
err2024-12-01
err0
errOAAI
errSandra Ortega-Martorell; Ivan Olier; Mattias Ohlsson; Gregory Y.H. Lip
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TARGET: A Major European Project Aiming to Advance the Personalised Management of Atrial Fibrillation-Related Stroke via the Development of Health Virtual Twins Technology and Artificial Intelligence
errTHROMBOSIS AND HAEMOSTASIS
IF4.3
err2024-11-07
err5
PREAI
errOrtega-Martorell, Sandra; Olier, Ivan; Ohlsson, Mattias; Lip, Gregory Y. H.
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Association of osteopontin and shrunken pore syndrome with hospitalization for renal failure in acute heart failure patients
errEUROPEAN HEART JOURNAL
IF35.6
err2024-10-28
err0
PREAI
errOhlsson, M. A.; Holm, H.; Molvin, J.; Zaghi, A.; Dieden, A.; Nezami, Z.; Jujic, A.; Magnusson, M.
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Human bias and CNNs' superior insights in satellite based poverty mapping
errSCIENTIFIC REPORTS
IF3.9
err2024-10-02
err0
errOAAI
errSarmadi, Hamid; Wahab, Ibrahim; Hall, Ola; Roegnvaldsson, Thorsteinn; Ohlsson, Mattias
err分享
err收藏
Retrospective Validation Study of an Artificial Neural Network-Based Preoperative Decision-Support Tool for Noninvasive Lymph Node Staging (NILS) in Women with Primary Breast Cancer (ISRCTN14341750)
errCANCER RESEARCH
IF16.6
err2024-05-02
err0
PREAI
errSkarping, Ida; Ellbrant, Julia; Dihge, Looket; Ohlsson, Mattias; Huss, Linnea; Bendahl, Par-Ola; Ryden, Lisa
err分享
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The skåne emergency medicine (SEM) cohort斯科讷急诊医学 (SEM) 队列
errSCANDINAVIAN JOURNAL OF TRAUMA RESUSCITATION & EMERGENCY MEDICINE
IF3.1
err2024-04-26
err0
errOAAI
errEkelund, Ulf; Ohlsson, Bodil; Melander, Olle; Bjork, Jonas; Ohlsson, Mattias; Forberg, Jakob Lundager; de Capretz, Pontus Olsson; Nystrom, Axel; Bjorkelund, Anders
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The Concordance Index decomposition: A measure for a deeper understanding of survival prediction models
errARTIFICIAL INTELLIGENCE IN MEDICINE
IF6.2
err2024-02-01
err6
errOAAI
errAlabdallah, Abdallah; Ohlsson, Mattias; Pashami, Sepideh; Roegnvaldsson, Thorsteinn
err分享
err收藏
Retrospective validation study of an artificial neural network-based preoperative decision-support tool for noninvasive lymph node staging (NILS) in women with primary breast cancer (ISRCTN14341750)基于人工神经网络的术前决策支持工具对原发性乳腺癌女性进行无创淋巴结分期 (NILS) 的回顾性验证研究 (ISRCTN14341750)
errBMC CANCER
IF3.4
err2024-01-16
err1
errOAAI
errSkarping, Ida; Ellbrant, Julia; Dihge, Looket; Ohlsson, Mattias; Huss, Linnea; Bendahl, Par-Ola; Ryden, Lisa
err分享
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Noninvasive Staging of Lymph Node Status in Breast Cancer Using Machine Learning: External Validation and Further Model Development
errJMIR CANCER
IF2.7
err2023-11-20
err0
errOAAI
errHjartstrom, Malin; Dihge, Looket; Bendahl, Par-Ola; Skarping, Ida; Ellbrant, Julia; Ohlsson, Mattias; Ryden, Lisa
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Deep learning prediction models based on EHR trajectories: A systematic review基于EHR轨迹的深度学习预测模型: 系统综述
errJOURNAL OF BIOMEDICAL INFORMATICS
IF4.5
err2023-08-01
err15
errOAAI
errAmirahmadi, Ali; Ohlsson, Mattias; Etminani, Kobra
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A machine learning model for prediction of 30-day primary graft failure after heart transplantation
errHELIYON
IF3.6
err2023-03-01
err8
errOAAI
errLinse, Bjorn; Ohlsson, Mattias; Stehlik, Joseph; Lund, Lars H.; Andersson, Bodil; Nilsson, Johan
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The implementation of NILS: A web-based artificial neural network decision support tool for noninvasive lymph node staging in breast cancerNILS的实现: 基于web的人工神经网络决策支持工具，用于乳腺癌的无创淋巴结分期
errFRONTIERS IN ONCOLOGY
IF3.3
err2023-03-01
err5
errOAAI
errDihge, Looket; Bendahl, Par-Ola; Skarping, Ida; Hjartstrom, Malin; Ohlsson, Mattias; Ryden, Lisa
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err收藏

研究方向

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合作学者
合作期刊
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Henrik Zetterberg
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Howard I. Scher
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O
Oluf Pedersen
H 指数: 164 · 论文数: 1.3K
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