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List of works by Juha R Koikkalainen

A disease state fingerprint for evaluation of Alzheimer's disease

scientific article published in January 2011

Automatic MRI Quantifying Methods in Behavioral-Variant Frontotemporal Dementia Diagnosis.

scientific article published in January 2018

Automatically computed rating scales from MRI for patients with cognitive disorders

scientific article published on 22 February 2019

Combination of biomarkers: PET [18F]flutemetamol imaging and structural MRI in dementia and mild cognitive impairment

scientific article published in February 2012

Computer-assisted prediction of clinical progression in the earliest stages of AD

scientific article published on 08 October 2018

Data-Driven Differential Diagnosis of Dementia Using Multiclass Disease State Index Classifier.

scientific article

Detecting frontotemporal dementia syndromes using MRI biomarkers

scientific article published on 04 February 2019

Differential Dementia Diagnosis on Incomplete Data with Latent Trees

scholarly article by Christian Ledig et al published 2016 in Lecture Notes in Computer Science

Differential diagnosis of neurodegenerative diseases using structural MRI data

scientific article

Evaluating combinations of diagnostic tests to discriminate different dementia types

scholarly article by Marie Bruun et al published 2018 in Alzheimer's & dementia (Amsterdam, Netherlands)

Evaluating severity of white matter lesions from computed tomography images with convolutional neural network

scientific article published on 13 April 2020

Fast and robust extraction of hippocampus from MR images for diagnostics of Alzheimer's disease

scientific article published on 31 January 2011

Fast and robust multi-atlas segmentation of brain magnetic resonance images

scientific article published on 24 October 2009

Five-class differential diagnostics of neurodegenerative diseases using random undersampling boosting

scientific article

Generalizability of the disease state index prediction model for identifying patients progressing from mild cognitive impairment to Alzheimer's disease

scientific article published in January 2015

Global Burden of Small Vessel Disease-Related Brain Changes on MRI Predicts Cognitive and Functional Decline

scientific article published on 08 November 2019

Hippocampal atrophy rate using an expectation maximization classifier with a disease-specific prior

Impact of a Clinical Decision Support Tool on Dementia Diagnostics in Memory Clinics: The PredictND Validation Study

scientific article published on 01 January 2019

Impact of a clinical decision support tool on prediction of progression in early-stage dementia: a prospective validation study

scientific article published on 20 March 2019

Improved classification of Alzheimer's disease data via removal of nuisance variability

scientific article

Improved generation of probabilistic atlases for the expectation maximization classification

Integrating Biomarkers for Underlying Alzheimer's Disease in Mild Cognitive Impairment in Daily Practice: Comparison of a Clinical Decision Support System with Individual Biomarkers

scientific article published on 13 November 2015

Multi-method analysis of MRI images in early diagnostics of Alzheimer's disease

scientific article

Multi-template tensor-based morphometry: application to analysis of Alzheimer's disease

scientific article published on 16 March 2011

Optimizing the diagnosis of early Alzheimer's disease in mild cognitive impairment subjects.

scientific article published in January 2012

Predicting AD conversion: comparison between prodromal AD guidelines and computer assisted PredictAD tool

scientific article

Prognostic value of complementary biomarkers of neurodegeneration in a mixed memory clinic cohort

scientific article published on 09 July 2020

Regional brain morphometry in patients with traumatic brain injury based on acute- and chronic-phase magnetic resonance imaging.

scientific article published on 28 November 2017

Selection of memory clinic patients for CSF biomarker assessment can be restricted to a quarter of cases by using computerized decision support, without compromising diagnostic accuracy

scientific article published on 15 January 2020

Software tool for improved prediction of Alzheimer's disease

scientific article

Structural MRI in frontotemporal dementia: comparisons between hippocampal volumetry, tensor-based morphometry and voxel-based morphometry

scientific article

Using the Disease State Fingerprint Tool for Differential Diagnosis of Frontotemporal Dementia and Alzheimer's Disease

scientific article published on May 2016

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