Mattias Ohlsson

Sökresultat

• 2025

  Enhancing the Prediction of Lymph Node Metastasis in Early Breast Cancer Using Deep Learning on Routine Full-Breast Mammograms

  Zhang, D., Dihge, L., Bendahl, P.-O., Arvidsson, I., Dustler, M., Ellbrant, J., Gulis, K., Hjärtström, M., Ohlsson, M., Rejmer, C., Schmidt, D., Zackrisson, S., Edén, P. & Ryden, L., 2025 jan. 6, (Submitted) Research Square, (Breast Cancer Research).

  Forskningsoutput: Working paper/Preprint › Preprint (i preprint-arkiv)

  • Breast Cancer 100%
  • Lymph Node Metastasis 100%
  • Mammography 75%
  • Neoplasm 50%
  • Axillary Surgery 25%
• 2024

  A novel interpretable deep learning model for diagnosis in emergency department dyspnoea patients based on complete data from an entire health care system

  Heyman, E. T., Ashfaq, A., Ekelund, U., Ohlsson, M., Björk, J., Khoshnood, A. M. & Lingman, M., 2024 dec. 27, I: PLoS ONE. 19, 12, e0311081.

  Forskningsoutput: Tidskriftsbidrag › Artikel i vetenskaplig tidskrift › Peer review

  Öppen tillgång

  Fil

  • Health Care 100%
  • Emergency Department 100%
  • Dyspnea 100%
  • Chronic Obstructive Pulmonary Disease 44%
  • Atrial Fibrillation 11%
  4 Nedladdningar (Pure)

• 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)

  Skarping, I., Ellbrant, J., Dihge, L., Ohlsson, M., Huss, L., Bendahl, P. O. & Rydén, L., 2024 dec., I: BMC Cancer. 24, 1, 86.

  Forskningsoutput: Tidskriftsbidrag › Artikel i vetenskaplig tidskrift › Peer review

  Öppen tillgång

  • Breast Cancer 100%
  • Woman 100%
  • Lymph Node 100%
  • Patient 66%
  • Sentinel Lymph Node Biopsy 66%

• 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

  Ortega-Martorell, S., Olier, I., Ohlsson, M., Lip, G. Y. H. & the TARGET Consortium, 2024 nov. 7, I: Thrombosis and Haemostasis. 125, 1, s. 7-11 5 s.

  Forskningsoutput: Tidskriftsbidrag › Artikel i vetenskaplig tidskrift › Peer review

• Human bias and CNNs’ superior insights in satellite based poverty mapping

  Sarmadi, H., Wahab, I., Hall, O., Rögnvaldsson, T. & Ohlsson, M., 2024 okt. 2, I: Scientific Reports. 14, 22878.

  Forskningsoutput: Tidskriftsbidrag › Artikel i vetenskaplig tidskrift › Peer review

  Öppen tillgång

  • Machine Learning 100%
  • Learning System 100%
  • Human Bias 100%
  • Satellite Image 75%
  • Tanzania UR 50%

• Surveillance of Disease Outbreaks Using Unsupervised Uni-Multivariate Anomaly Detection of Time-Series Symptoms

  Hashemi, A. S., Ghazani, M. M., Ohlsson, M., Björk, J. & Dietler, D., 2024 aug., Digital Health and Informatics Innovations for Sustainable Health Care Systems - Proceedings of MIE 2024. Mantas, J., Hasman, A., Demiris, G., Saranto, K., Marschollek, M., Arvanitis, T. N., Ognjanovic, I., Benis, A., Gallos, P., Zoulias, E. & Andrikopoulou, E. (red.). IOS Press, s. 1916-1920 5 s. (Studies in Health Technology and Informatics; vol. 316).

  Forskningsoutput: Kapitel i bok/rapport/Conference proceeding › Konferenspaper i proceeding › Peer review

  Öppen tillgång

  • Anomaly Detection 100%
  • Time Series Analysis 100%
  • Detection Technique 50%
  • Early Detection 33%
  • Telephone 33%

• The skåne emergency medicine (SEM) cohort

  Ekelund, U., Ohlsson, B., Melander, O., Björk, J., Ohlsson, M., Forberg, J. L., de Capretz, P. O., Nyström, A. & Björkelund, A., 2024 apr. 26, I: Scandinavian Journal of Trauma, Resuscitation and Emergency Medicine. 32, s. 1-8 37.

  Forskningsoutput: Tidskriftsbidrag › Artikel i vetenskaplig tidskrift › Peer review

  Öppen tillgång

  • Emergency Medicine 100%
  • Emergency Department 100%
  • Emergency 100%
  • Patient 50%
  • Follow up 50%

• How does an AI diagnose dyspnoea in ED triage without human guidance?

  Tolestam Heyman, E., Ashfaq, A., Ekelund, U., Ohlsson, M., Björk, J., Khoshnood, A. M. & Lingman, M., 2024 mars 20.

  Forskningsoutput: Konferensbidrag › Poster

  Öppen tillgång

  Fil

  • Counselling 100%
  • Triage 100%
  • Humans 100%
  • Vital Sign 50%
  • Knowledge 33%
  54 Nedladdningar (Pure)

• The Concordance Index decomposition: A measure for a deeper understanding of survival prediction models

  Alabdallah, A., Ohlsson, M., Pashami, S. & Rögnvaldsson, T., 2024 feb., I: Artificial Intelligence in Medicine. 148, 102781.

  Forskningsoutput: Tidskriftsbidrag › Artikel i vetenskaplig tidskrift › Peer review

  Öppen tillgång

  • Prediction 100%
  • Models 100%
  • Learning 100%
  • Concordance 100%
  • Machine Learning 50%

• Advancing personalised care in atrial fibrillation and stroke: The potential impact of AI from prevention to rehabilitation

  Ortega-Martorell, S., Olier, I., Ohlsson, M., Lip, G. Y. H. & TARGET Consortium, 2024, (E-pub ahead of print) I: Trends in Cardiovascular Medicine.

  Forskningsoutput: Tidskriftsbidrag › Översiktsartikel › Peer review

  Öppen tillgång

  • Personalized Care 100%
  • Cerebrovascular Accident 100%
  • Artificial Intelligence 100%
  • Atrial Fibrillation 100%
  • Apoplexy 100%

• Prior electrocardiograms not useful for machine learning predictions of major adverse cardiac events in emergency department chest pain patients

  Nyström, A., Olsson de Capretz, P., Björkelund, A., Lundager Forberg, J., Ohlsson, M., Björk, J. & Ekelund, U., 2024, I: Journal of Electrocardiology. 82, s. 42-51

  Forskningsoutput: Tidskriftsbidrag › Artikel i vetenskaplig tidskrift › Peer review

  Öppen tillgång
• 2023

  Machine learning for early prediction of acute myocardial infarction or death in acute chest pain patients using electrocardiogram and blood tests at presentation

  de Capretz, P. O., Björkelund, A., Björk, J., Ohlsson, M., Mokhtari, A., Nyström, A. & Ekelund, U., 2023 dec., I: BMC Medical Informatics and Decision Making. 23, 1, 25.

  Forskningsoutput: Tidskriftsbidrag › Artikel i vetenskaplig tidskrift › Peer review

  Öppen tillgång

  • Patient 100%
  • Blood 100%
  • Death 100%
  • Learning 100%
  • Electrocardiogram 100%

• Design of an AI Support for Diagnosis of Dyspneic Adults at Time of Triage in the Emergency Department

  Tolestam Heyman, E., Ashfaq, A., Ekelund, U., Ohlsson, M., Björk, J., Khoshnood, A. M. & Lingman, M., 2023 sep.

  Forskningsoutput: Konferensbidrag › Poster

  Öppen tillgång

  Fil

  • Adult 100%
  • Triage 100%
  • Emergency Department 100%
  • Patient 25%
  • Life 25%
  36 Nedladdningar (Pure)

• Deep learning prediction models based on EHR trajectories: A systematic review

  Amirahmadi, A., Ohlsson, M. & Etminani, K., 2023 aug., I: Journal of biomedical informatics. 144, 104430.

  Forskningsoutput: Tidskriftsbidrag › Översiktsartikel › Peer review

  Öppen tillgång

  • Record 100%
  • Prediction Model 100%
  • Attention 33%
  • Neural Network 25%
  • Modeling 18%

• Interpretable AI diagnostics for dyspnea in the emergency department by deep learning and a massive regional health care dataset

  Tolestam Heyman, E., Ashfaq, A., Ekelund, U., Ohlsson, M., Björk, J., Dahlén Holmqvist, L., Khoshnood, A. M. & Lingman, M., 2023 maj 31.

  Forskningsoutput: Konferensbidrag › Poster

  Öppen tillgång

  Fil
  23 Nedladdningar (Pure)

• A machine learning model for prediction of 30-day primary graft failure after heart transplantation

  Linse, B., Ohlsson, M., Stehlik, J., Lund, L. H., Andersson, B. & Nilsson, J., 2023 mars, I: Heliyon. 9, 3, e14282.

  Forskningsoutput: Tidskriftsbidrag › Artikel i vetenskaplig tidskrift › Peer review

  Öppen tillgång

  • Heart Transplantation 100%
  • Artificial Neural Network 100%
  • Transplantation 22%
  • Patient 11%
  • Death 11%

• A Masked Language Model for Multi-Source EHR Trajectories Contextual Representation Learning

  Amirahmadi, A., Ohlsson, M., Etminani, K., Melander, O. & Björk, J., 2023, Caring is Sharing - Exploiting the Value in Data for Health and Innovation - Proceedings of MIE 2023. Hagglund, M., Blusi, M., Bonacina, S., Nilsson, L., Madsen, I. C., Pelayo, S., Moen, A., Benis, A., Lindskold, L. & Gallos, P. (red.). IOS Press, s. 609-610 2 s. (Studies in Health Technology and Informatics; vol. 302).

  Forskningsoutput: Kapitel i bok/rapport/Conference proceeding › Konferenspaper i proceeding › Peer review

  Öppen tillgång

  • Machine Learning 100%
  • Representation Learning 100%
  • Language Modeling 100%
  • Data Record 100%
  • Term Dependency 100%

• Investigating Ancient Agricultural Field Systems In Sweden From Airborne Lidar Data By Using Convolutional Neural Network

  Kucukdemirci, M., Landeschi, G., Ohlsson, M. & Dell'Unto, N., 2023, I: Archaeological Prospection. 30, 2, s. 209-219 11 s.

  Forskningsoutput: Tidskriftsbidrag › Artikel i vetenskaplig tidskrift › Peer review

  Öppen tillgång

  • Sweden 100%
  • Data Set 100%
  • Optical Radar 100%
  • airborne lidar 100%
  • Investigation 66%

• The implementation of NILS: A web-based artificial neural network decision support tool for noninvasive lymph node staging in breast cancer

  Dihge, L., Bendahl, P. O., Skarping, I., Hjärtström, M., Ohlsson, M. & Rydén, L., 2023, I: Frontiers in Oncology. 13, 1102254.

  Forskningsoutput: Tidskriftsbidrag › Artikel i vetenskaplig tidskrift › Peer review

  Öppen tillgång

  • Breast Cancer 100%
  • Lymph Node 100%
  • Patient 36%
  • Sentinel Lymph Node Biopsy 18%
  • Disease 9%

• Towards Explaining Satellite Based Poverty Predictions with Convolutional Neural Networks

  Sarmadi, H., Rognvaldsson, T., Carlsson, N. R., Ohlsson, M., Wahab, I. & Hall, O., 2023, 2023 IEEE 10th International Conference on Data Science and Advanced Analytics, DSAA 2023 - Proceedings. Manolopoulos, Y. & Zhou, Z.-H. (red.). IEEE - Institute of Electrical and Electronics Engineers Inc., (2023 IEEE 10th International Conference on Data Science and Advanced Analytics, DSAA 2023 - Proceedings).

  Forskningsoutput: Kapitel i bok/rapport/Conference proceeding › Konferenspaper i proceeding › Peer review

  • Convolutional Neural Network 100%
  • Satellite Image 50%
  • Deep Convolutional Neural Networks 25%
  • Resolution Image 25%
  • Neural Network Model 25%
• 2022

  A review of explainable AI in the satellite data, deep machine learning, and human poverty domain

  Hall, O., Ohlsson, M. & Rögnvaldsson, T., 2022 okt., I: Patterns. 3, 10, 100600.

  Forskningsoutput: Tidskriftsbidrag › Översiktsartikel › Peer review

  Öppen tillgång

  • Domain 100%
  • Poverty 100%
  • Machine Learning 100%
  • Satellite Data 100%
  • Machines 100%

• Delayed traumatic intracranial haemorrhage: The prevalence is very low in patients on oral anticoagulation

  André, L., Björkelund, A., Ekelund, U., Vedin, T., Björk, J., Ohlsson, M. & Lundager Forberg, J., 2022 sep. 14.

  Forskningsoutput: Konferensbidrag › Poster › Peer review

• Characteristics and severe outcomes of patients presenting to the Emergency Department with dizziness

  Haziri, D., Björkelund, A., Ekelund, U., Björk, J., Ohlsson, M. & Lundager Forberg, J., 2022 sep.

  Forskningsoutput: Konferensbidrag › Poster › Peer review

  • Patient 100%
  • Dizziness 100%
  • Emergency Department 100%
  • Emergency Ward 100%
  • Emergency 100%

• The implementation of a noninvasive lymph node staging (NILS) preoperative prediction model is cost effective in primary breast cancer

  Skarping, I., Nilsson, K., Dihge, L., Fridhammar, A., Ohlsson, M., Huss, L., Bendahl, P. O., Steen Carlsson, K. & Rydén, L., 2022 aug., I: Breast Cancer Research and Treatment. 194, 3, s. 577-586 10 s.

  Forskningsoutput: Tidskriftsbidrag › Artikel i vetenskaplig tidskrift › Peer review

  Öppen tillgång

  • Patient 100%
  • Health Care Cost 100%
  • Breast Cancer 100%
  • Lymph Node 100%
  • Health 45%

• Deterministic annealing with Potts neurons for multi-robot routing

  David, J., Rögnvaldsson, T., Söderberg, B. & Ohlsson, M., 2022 juli, I: Intelligent Service Robotics. 15, 3, s. 321-334 14 s.

  Forskningsoutput: Tidskriftsbidrag › Artikel i vetenskaplig tidskrift › Peer review

  Öppen tillgång

  • Robot 100%
  • Tasks 40%
  • Models 20%
  • Computation Time 20%
  • Annealing 20%

• The NILS Study Protocol: A Retrospective Validation Study of an Artificial Neural Network Based Preoperative Decision-Making Tool for Noninvasive Lymph Node Staging in Women with Primary Breast Cancer (ISRCTN14341750)

  Skarping, I., Dihge, L., Bendahl, P. O., Huss, L., Ellbrant, J., Ohlsson, M. & Rydén, L., 2022 mars, I: Diagnostics. 12, 3, 582.

  Forskningsoutput: Tidskriftsbidrag › Artikel i vetenskaplig tidskrift › Peer review

  Öppen tillgång

  • Breast Cancer 100%
  • Woman 100%
  • Artificial Neural Network 100%
  • Patient 66%
  • Sentinel Lymph Node Biopsy 33%

• Predicting Sensitivity to Adverse Lifestyle Risk Factors for Cardiometabolic Morbidity and Mortality

  Pomares-Millan, H., Poveda, A., Atabaki Pasdar, N., Johansson, I. (medarbetare), Björk, J., Ohlsson, M., Giordano, N. & Franks, P., 2022, I: Nutrients. 14, 15, s. 1-13 3171.

  Forskningsoutput: Tidskriftsbidrag › Artikel i vetenskaplig tidskrift › Peer review

  Öppen tillgång

  • Mortality 100%
  • Morbidity 100%
  • Lifestyle 100%
  • Disease 33%
  • Cardiovascular Disease 16%
• 2021

  Improving Machine Learning 30-Day Mortality Prediction by Discounting Surprising Deaths

  Heyman, E. T., Ashfaq, A., Khoshnood, A., Ohlsson, M., Ekelund, U., Holmqvist, L. D. & Lingman, M., 2021 dec., I: Journal of Emergency Medicine. 61, 6, s. 763-773

  Forskningsoutput: Tidskriftsbidrag › Artikel i vetenskaplig tidskrift › Peer review

  Öppen tillgång

  • Mortality 100%
  • Death 100%
  • Learning 100%
  • Emergency Department 60%
  • Logistic Regression Analysis 30%

• Automated Bone Scan Index as an Imaging Biomarker to Predict Overall Survival in the Zometa European Study/SPCG11

  Reza, M., Wirth, M., Tammela, T., Cicalese, V., Veiga, F. G., Mulders, P., Miller, K., Tubaro, A., Debruyne, F., Patel, A., Caris, C., Witjes, W., Thorsson, O., Wollmer, P., Edenbrandt, L., Ohlsson, M., Trägårdh, E. & Bjartell, A., 2021, I: European Urology Oncology. 4, 1, s. 49-55

  Forskningsoutput: Tidskriftsbidrag › Artikel i vetenskaplig tidskrift › Peer review

  • Biological Marker 100%
  • Overall Survival 100%
  • Zoledronic Acid 100%
  • Bone Scintigraphy 100%
  • Bone Metastasis 100%

• Inferring causal pathways between metabolic processes and liver fat accumulation: an IMI DIRECT study

  Atabaki-Pasdar, N., Pomares-Millan, H., Koivula, R. W., Tura, A., Brown, A., Viñuela, A., Agudelo, L., Coral, D., van Oort, S., Allin, K., Chabanova, E., Cederberg, H., De Masi, F., Elders, P., Tajes, J. F., Forgie, I. M., Hansen, T. H., Heggie, A., Jones, A. & Kokkola, T. & 30 andra, Mahajan, A., McDonald, T. J., McEvoy, D., Tsirigos, K., Teare, H., Vangipurapu, J., Vestergaard, H., Adamski, J., Beulens, J. W., Brunak, S., Dermitzakis, E., Hansen, T., Hattersley, A. T., Laakso, M., Pedersen, O., Ridderstråle, M., Ruetten, H., Rutters, F., Schwenk, J. M., Walker, M., Giordano, G. N., Ohlsson, M., Gupta, R., Mari, A., McCarthy, M. I., Thomas, E. L., Bell, J. D., Pavo, I., Pearson, E. R. & Franks, P. W., 2021, medRxiv, (medRxiv).

  Forskningsoutput: Working paper/Preprint › Preprint (i preprint-arkiv)

  • Liver 100%
  • Lipid Storage 100%
  • Insulin Derivative 100%
  • Diabetes 75%
  • Maturity Onset Diabetes of the Young 75%

• Machine learning compared with rule-in/rule-out algorithms and logistic regression to predict acute myocardial infarction based on troponin T concentrations

  Björkelund, A., Ohlsson, M., Lundager Forberg, J., Mokhtari, A., Olsson de Capretz, P., Ekelund, U. & Björk, J., 2021, I: Journal of the American college of emergency physicians open. 2, 2, e12363.

  Forskningsoutput: Tidskriftsbidrag › Artikel i vetenskaplig tidskrift › Peer review

  Öppen tillgång

  • Patient 100%
  • Learning 100%
  • Logistic Regression Analysis 100%
  • Logistic Regression 100%
  • Thorax Pain 75%

• Mapping archeological signs from airborne lidar data using deep neural networks: Primary results

  Küçükdemirci, M., Landeschi, G., Dell'Unto, N. & Ohlsson, M., 2021, 14th International Conference of Archaeological Prospection. 1 uppl. Vol. 45. s. 291-293 3 s. (ArcheoSciences).

  Forskningsoutput: Kapitel i bok/rapport/Conference proceeding › Konferenspaper i proceeding › Peer review

  • Forest 100%
  • Cartography 100%
  • Landscape 100%
  • Complexity 100%
  • Optical Radar 100%

• Proteomic data analysis for differential profiling of the autoimmune diseases SLE, RA, SS, and ANCA-associated vasculitis

  Ohlsson, M., Hellmark, T., Bengtsson, A. A., Theander, E., Turesson, C., Klint, C., Wingren, C. & Ekstrand, A. I., 2021, I: Journal of Proteome Research. 20, 2, s. 1252-1260

  Forskningsoutput: Tidskriftsbidrag › Artikel i vetenskaplig tidskrift › Peer review

  Öppen tillgång

  • Proteomics 100%
  • Protein Expression 100%
  • Inflammatory Arthritis 100%
  • ANCA Associated Vasculitis 100%
  • Autoimmune Disease 66%
• 2020

  Pitfalls of medication adherence approximation through EHR and pharmacy records: Definitions, data and computation

  Galozy, A., Nowaczyk, S., Sant'Anna, A., Ohlsson, M. & Lingman, M., 2020 apr., I: International Journal of Medical Informatics. 136, 104092.

  Forskningsoutput: Tidskriftsbidrag › Artikel i vetenskaplig tidskrift › Peer review

  Öppen tillgång

  • Electronic Health Record 100%
  • Pharmacology 100%
  • Drug Therapy 66%
  • Patient Compliance 33%

• Deep learning-based quantification of PET/CT prostate gland uptake: association with overall survival

  Polymeri, E., Sadik, M., Kaboteh, R., Borrelli, P., Enqvist, O., Ulén, J., Ohlsson, M., Trägårdh, E., Poulsen, M. H., Simonsen, J. A., Hoilund-Carlsen, P. F., Johnsson, Å. A. & Edenbrandt, L., 2020 mars, I: Clinical Physiology and Functional Imaging. 40, 2, s. 106-113 8 s.

  Forskningsoutput: Tidskriftsbidrag › Artikel i vetenskaplig tidskrift › Peer review

  Öppen tillgång

  • Learning 100%
  • Emissions 100%
  • Tomography 100%
  • Positron 100%
  • Prostate Specific Antigen 50%

• Predicting and elucidating the etiology of fatty liver disease: A machine learning modeling and validation study in the IMI DIRECT cohorts

  et al., Atabaki Pasdar, N., Ohlsson, M., Pomares-Millan, H., Koivula, R., Kurbasic, A., Mutie, P., Fitipaldi, H., Fernandez Tajes, J., Giordano, N. & Franks, P., 2020, I: PLoS Medicine. 17, 6, s. e1003149

  Forskningsoutput: Tidskriftsbidrag › Artikel i vetenskaplig tidskrift › Peer review

  Öppen tillgång

  • Learning 100%
  • Fatty Liver 100%
  • Maturity Onset Diabetes of the Young 66%
  • Liver 66%
  • Non Insulin Dependent Diabetes Mellitus 66%
• 2019

  Establishing strong imputation performance of a denoising autoencoder in a wide range of missing data problems

  Abiri, N., Linse, B., Edén, P. & Ohlsson, M., 2019 nov. 6, I: Neurocomputing. 365, s. 137-146 10 s.

  Forskningsoutput: Tidskriftsbidrag › Artikel i vetenskaplig tidskrift › Peer review

  • Missing Data 100%
  • Wide Range 100%
  • Variable Type 66%
  • Initial Datum 33%
  • Complete Data 33%

• Human Leukocyte Antigen-Based Risk Stratification in Heart Transplant Recipients-Implications for Targeted Surveillance

  Nilsson, J., Ansari, D., Ohlsson, M., Höglund, P., Liedberg, A. S., Smith, J. G., Nugues, P. & Andersson, B., 2019 aug. 6, I: Journal of the American Heart Association. 8, 15, e011124.

  Forskningsoutput: Tidskriftsbidrag › Artikel i vetenskaplig tidskrift › Peer review

  Öppen tillgång

  • Risk Stratification 100%
  • Heart Graft 100%
  • Transplant Procedure 100%
  • Hazard Ratio 55%
  • Heart Transplantation 33%

• Artificial neural network models to predict nodal status in clinically node-negative breast cancer

  Dihge, L., Ohlsson, M., Edén, P., Bendahl, P. O. & Rydén, L., 2019 juni 21, I: BMC Cancer. 19, 1, 610.

  Forskningsoutput: Tidskriftsbidrag › Artikel i vetenskaplig tidskrift

  Öppen tillgång

  • Patient 100%
  • Breast Cancer 100%
  • Metastasis 75%
  • Sentinel Lymph Node Biopsy 44%
  • Malignant Neoplasm 25%

• Variational auto-encoders with Student’s t-prior

  Abiri, N. & Ohlsson, M., 2019, ESANN 2019 - Proceedings: The 27th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning.

  Forskningsoutput: Kapitel i bok/rapport/Conference proceeding › Konferenspaper i proceeding › Peer review

  Öppen tillgång

  • Encoder 100%
  • Approximation 25%
• 2018

  Improving prediction of heart transplantation outcome using deep learning techniques

  Medved, D., Ohlsson, M., Höglund, P., Andersson, B., Nugues, P. & Nilsson, J., 2018 feb. 26, I: Scientific Reports. 8, 9 s., 3613 .

  Forskningsoutput: Tidskriftsbidrag › Artikel i vetenskaplig tidskrift › Peer review

  Öppen tillgång

  • Heart Transplantation 100%
  • Survival 100%
  • Procedures 100%
  • Transplant Procedure 55%
  • Graft Survival 35%

• Using Deep Neural Networks to Simulate Heart Allocation Policies: Journal of Heart and Lung Transplantation

  Medved, D., Nugets, P., Ohlsson, M., Hoglund, P., Andersson, B. & Nilsson, J., 2018, I: The Journal of Heart and Lung Transplantation. 37, 4 Suppl, s. S171-S172

  Forskningsoutput: Tidskriftsbidrag › Publicerat konferensabstract › Peer review
• 2017

  3D skeletal uptake of ¹⁸F sodium fluoride in PET/CT images is associated with overall survival in patients with prostate cancer

  Lindgren Belal, S., Sadik, M., Kaboteh, R., Hasani, N., Enqvist, O., Svärm, L., Kahl, F., Simonsen, J., Poulsen, M. H., Ohlsson, M., Høilund-Carlsen, P. F., Edenbrandt, L. & Trägårdh, E., 2017 dec. 1, I: EJNMMI Research. 7, 1, 15.

  Forskningsoutput: Tidskriftsbidrag › Artikel i vetenskaplig tidskrift › Peer review

  Öppen tillgång

  • Computer Assisted Tomography 100%
  • Software 10%
  • Lumbar Spine 10%
  • Thoracic Spine 10%
  • Skeleton 10%

• Tumor tissue protein signatures reflect histological grade of breast cancer

  Skoog, P., Ohlsson, M., Fernö, M., Rydén, L., Borrebaeck, C. & Wingren, C., 2017 juni 26, I: PLoS ONE. 22 s.

  Forskningsoutput: Tidskriftsbidrag › Artikel i vetenskaplig tidskrift › Peer review

  Öppen tillgång

  • Immunoproteomics 100%

• Automatic Gleason grading of H&E stained microscopic prostate images using deep convolutional neural networks

  Gummeson, A., Arvidsson, I., Ohlsson, M., Overgaard, N. C., Krzyzanowska, A., Heyden, A., Bjartell, A. & Aström, K., 2017, Medical Imaging 2017: Digital Pathology. SPIE, Vol. 10140. 101400S

  Forskningsoutput: Kapitel i bok/rapport/Conference proceeding › Konferenspaper i proceeding › Peer review

  • Image 100%
  • Data Set 100%
  • Images 100%
  • Convolutional Neural Network 100%
  • Pattern Recognition 100%

• Influence of Structurally Based HLA Mismatching on Long-Term Graft Loss in Adult Heart Transplant Recipients

  Nilsson, J., Nilsson, A., Jernryd, V., Ohlsson, M. & Andersson, B., 2017, I: The Journal of Heart and Lung Transplantation. 36, 4 Suppl, s. S204-S204

  Forskningsoutput: Tidskriftsbidrag › Publicerat konferensabstract › Peer review
• 2016

  Statistical power considerations in genotype-based recall randomized controlled trials

  Atabaki-Pasdar, N., Ohlsson, M., Shungin, D., Kurbasic, A., Ingelsson, E., Pearson, E. R., Ali, A. & Franks, P. W., 2016 nov. 25, I: Scientific Reports. 6, 37307.

  Forskningsoutput: Tidskriftsbidrag › Artikel i vetenskaplig tidskrift › Peer review

  Öppen tillgång

  • Gene 100%
  • Genotype 100%
  • Randomized Controlled Trial 100%
  • Metformin 100%
  • Incidence 66%

• Technical advances of the recombinant antibody microarray technology platform for clinical immunoproteomics

  Delfani, P., Dexlin Mellby, L., Nordström, M., Holmér, A., Ohlsson, M., Borrebaeck, C. A. K. & Wingren, C., 2016 juli 1, I: PLoS ONE. 11, 7, e0159138.

  Forskningsoutput: Tidskriftsbidrag › Artikel i vetenskaplig tidskrift › Peer review

  Öppen tillgång

  • Antibody 100%
  • Antibody Microarray 100%
  • Proteomics 66%
  • Protein Expression 66%
  • Microarrays 33%

• Bone Scan Index as an Imaging Biomarker in Metastatic Castration-resistant Prostate Cancer: A Multicentre Study Based on Patients Treated with Abiraterone Acetate (Zytiga) in Clinical Practice

  Reza Felix, M., Ohlsson, M., Kaboteh, R., Anand, A., Franck Lissbrant, I., Damber, J.-E., Widmark, A., Thellenberg-Karlsson, C., Budäus, L., Steuber, T., Eichenauer, T., Wollmer, P., Edenbrandt, L., Trägårdh, E. & Bjartell, A., 2016, I: European Urology Focus. 2, 5, s. 540-546 7 s.

  Forskningsoutput: Tidskriftsbidrag › Artikel i vetenskaplig tidskrift › Peer review

  • Patient 100%
  • Biological Marker 100%
  • Bone Scintigraphy 100%
  • Therapeutic Procedure 35%
  • Follow up 21%
• 2015

  ABO-Identical Blood Group Matching Has No Survival Benefit for AB Heart Transplant Recipients.

  Bergenfeldt, H., Höglund, P., Andersson, B., Rådegran, G., Ohlsson, M. & Nilsson, J., 2015, I: Annals of Thoracic Surgery. 99, 3, s. 762-769

  Forskningsoutput: Tidskriftsbidrag › Artikel i vetenskaplig tidskrift › Peer review

  • Blood Group AB 100%