Mikael Lundin

Publications

Research output per year 1999 1999 2001 2003 2004 2010 2011 2012 2013 2015 2019 2024

• 65 Article
• 10 Conference article
• 1 Chapter
• 1 Conference contribution
• 2 More
  • 1 Letter
  • 1 Other contribution

Research output per year

Research output per year

Search results

• 2024

  Diagnosis of soil-transmitted helminth infections with digital mobile microscopy and artificial intelligence in a resource-limited setting

  Lundin, J., Suutala, A., Holmström, O., Henriksson, S., Valkamo, S., Kaingu, H., Kinyua, F., Muinde, M., Lundin, M., Diwan, V., Mårtensson, A. & Linder, N., 1 Apr 2024, In: PLoS Neglected Tropical Diseases. 18, 4, 21 p., e0012041.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

• External validation of a deep learning-based algorithm for detection of tall cells in papillary thyroid carcinoma: A multicenter study

  Stenman, S., Bétrisey, S., Vainio, P., Huvila, J., Lundin, M., Linder, N., Schmitt, A., Perren, A., Dettmer, M. S., Haglund, C., Arola, J. & Lundin, J., 2024, In: Journal of pathology informatics. 15, 8 p., 100366.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access
• 2023

  A Novel Deep Learning-Based Point-of-Care Diagnostic Method for Detecting Plasmodium falciparum with Fluorescence Digital Microscopy

  Holmström, O., Stenman, S., Suutala, A., Moilanen, H., Kücükel, H., Ngasala, B., Mårtensson, A., Mhamilawa, L., Aydin-Schmidt, B., Lundin, M., Diwan, V., Linder, N. & Lundin, J., 1 Jan 2023, Advances in Medical Imaging, Detection, and Diagnosis. Bawa, R., Audette, G. F., Bawa, S. R., Patel, B., Johnson, B. D. & Khanna, R. (eds.). 1st ed. ed. Jenny Stanford Publishing, p. 979-1000 22 p. (Current Issues in Medicine; vol. 4).

  Research output: Chapter in Book/Report/Conference proceeding › Chapter › Scientific › peer-review

• Development and evaluation of deep learning algorithms for assessment of acute burns and the need for surgery

  Boissin, C., Laflamme, L., Fransen, J., Lundin, M., Huss, F., Wallis, L., Allorto, N. & Lundin, J., 31 Jan 2023, In: Scientific Reports. 13, 1, 9 p., 1794.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File
• 2022

  A deep learning–based algorithm for tall cell detection in papillary thyroid carcinoma

  Stenman, S., Linder, N., Lundin, M., Haglund, C., Arola, J. & Lundin, J., 9 Aug 2022, In: PLoS One. 17, 8, 14 p., e0272696.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

• Outcome and biomarker supervised deep learning for survival prediction in two multicenter breast cancer series

  Bychkov, D., Joensuu, H., Nordling, S., Tiulpin, A., Kücükel, H., Lundin, M., Sihto, H., Isola, J., Lehtimäki, T., Kellokumpu-Lehtinen, P. L., Smitten, K., Lundin, J. & Linder, N., 1 Jan 2022, In: Journal of pathology informatics. 13, 1, p. 9 1 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File
• 2021

  Deep learning identifies morphological features in breast cancer predictive of cancer ERBB2 status and trastuzumab treatment efficacy

  Bychkov, D., Linder, N., Tiulpin, A., Kücükel, H., Lundin, M., Nordling, S., Sihto, H., Isola, J., Lehtimäki, T., Kellokumpu-Lehtinen, P-L., von Smitten, K., Joensuu, H. & Lundin, J., 17 Feb 2021, In: Scientific Reports. 11, 1, 10 p., 4037.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

• Metastatic uveal melanoma managed with best supportive care

  Rantala, E. S., Hernberg, M. M., Lundin, M., Lundin, J. & Kivelä, T. T., 2 Jan 2021, In: Acta Oncologica. 60, 1, p. 135–139 5 p.

  Research output: Contribution to journal › Letter › Scientific

  Open Access

  File

• Point-of-Care Digital Cytology With Artificial Intelligence for Cervical Cancer Screening in a Resource-Limited Setting

  Holmström, O., Linder, N., Kaingu, H., Mbuuko, N., Mbete, J., Kinyua, F., Törnquist, S., Muinde, M., Krogerus, L., Lundin, M., Diwan, V. & Lundin, J., 17 Mar 2021, In: JAMA Network Open. 4, 3, p. e211740-e211740 13 p., 211740.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File
• 2020

  A novel deep learning-based point-of-care diagnostic method for detecting Plasmodium falciparum with fluorescence digital microscopy

  Holmström, O., Stenman, S., Suutala, A., Moilanen, H., Kücükel, H., Ngasala, B., Mårtensson, A., Mhamilawa, L., Aydin-Schmidt, B., Lundin, M., Diwan, V., Linder, N. & Lundin, J., 17 Nov 2020, In: PLoS One. 15, 11, 17 p., e0242355.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

• Dataset for "Metastatic Uveal Melanoma Managed with Best Supportive Care"

  Rantala, E., Hernberg, M. M., Lundin, M., Lundin, J. & Kivelä, T., 28 Aug 2020

  Research output: Other contribution › peer-review

  Open Access
• 2019

  Breast cancer outcome prediction with tumour tissue images and machine learning

  Turkki, R., Byckhov, D., Lundin, M., Isola, J., Nordling, S., Kovanen, P. E., Verrill, C., von Smitten, K., Joensuu, H., Lundin, J. & Linder, N., Aug 2019, In: Breast Cancer Research and Treatment. 177, 1, p. 41-52 12 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

• Deep learning for detecting tumour-infiltrating lymphocytes in testicular germ cell tumours

  Linder, N., Taylor, J. C., Colling, R., Pell, R., Alveyn, E., Joseph, J., Protheroe, A., Lundin, M., Lundin, J. & Verrill, C., Feb 2019, In: Journal of Clinical Pathology. 72, 2, p. 157-164 8 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

• Detection of breast cancer lymph node metastases in frozen sections with a point-of care low-cost microscope scanner

  Holmström, O., Linder, N., Moilanen, H., Suutala, A., Nordling, S., Ståhls, A., Lundin, M., Diwan, V. & Lundin, J., 19 Mar 2019, In: PLoS One. 14, 3, 15 p., 0208366.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

• Using online game-based platforms to improve student performance and engagement in histology teaching

  Felszeghy, S., Pasonen-Seppanen, S., Koskela, A., Nieminen, P., Härkönen, K., Paldanius, K. M. A., Gabbouj, S., Ketola, K., Hiltunen, M., Lundin, M., Haapaniemi, T., Sointu, E., Bauman, E. B., Gilbert, G. E., Morton, D. & Mahonen, A., 22 Jul 2019, In: BMC Medical Education. 19, 11 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File
• 2018

  Deep learning based tissue analysis predicts outcome in colorectal cancer

  Bychkov, D., Linder, N., Turkki, R., Nordling, S., Kovanen, P. E., Verrill, C., Walliander, M., Lundin, M., Haglund, C. & Lundin, J., 21 Feb 2018, In: Scientific Reports. 8, 11 p., 3395.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

• Increased HSF1 expression predicts shorter disease-specific survival of prostate cancer patients following radical prostatectomy

  Björk, J. K., Ahonen, I., Mirtti, T., Erickson, A., Rannikko, A., Butzow, A., Nordling, S., Lundin, J., Lundin, M., Sistonen, L., Nees, M. & Akerfelt, M., 2018, In: Oncotarget. 9, 58, p. 31200-31213 14 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File
• 2017

  Point-of-care mobile digital microscopy and deep learning for the detection of soil-transmitted helminths and Schistosoma haematobium

  Holmstrom, O., Linder, N., Ngasala, B., Martensson, A., Linder, E., Lundin, M., Moilanen, H., Suutala, A., Diwan, V. & Lundin, J., 2017, In: Global health action. 10, 9 p., 1337325.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

• UCHL5 expression associates with improved survival in lymph-node-positive rectal cancer

  Arpalahti, L., Hagstrom, J., Mustonen, H., Lundin, M., Haglund, C. & Holmberg, C. I., 6 Jul 2017, In: Tumor Biology. 39, 7, 8 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File
• 2016

  Loss of PTEN expression in ERG-negative prostate cancer predicts secondary therapies and leads to shorter disease-specific survival time after radical prostatectomy

  Lahdensuo, K., Erickson, A., Saarinen, I., Seikkula, H., Lundin, J., Lundin, M., Nordling, S., Butzow, A., Vasarainen, H., Bostrom, P. J., Taimen, P., Rannikko, A. & Mirtti, T., Dec 2016, In: Modern Pathology. 29, 12, p. 1565-1574 10 p.

  Research output: Contribution to journal › Article › Scientific › peer-review
• 2015

  Androgen receptor-interacting protein HSPBAP1 facilitates growth of prostate cancer cells in androgen-deficient conditions

  Saeed, K., Östling, P. K., Björkman, M., Mirtti, T., Alanen, K., Vesterinen, T., Sankila, A., Lundin, J., Lundin, M., Rannikko, A., Nordling, S., Mpindi, J-P., Kohonen, P., Iljin, K., Kallioniemi, O. & Rantala, J. K., 2015, In: International Journal of Cancer. 136, 11, p. 2535-2545 11 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

• Assessment of tumour viability in human lung cancer xenografts with texture-based image analysis

  Turkki, R., Linder, N., Holopainen, T., Wang, Y., Grote, A., Lundin, M., Alitalo, K. & Lundin, J., Aug 2015, In: Journal of Clinical Pathology. 68, 8, p. 614-621 8 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

• Exploring viewing behavior data from whole slide images to predict correctness of students' answers during practical exams in oral pathology

  Walkowski, S., Lundin, M., Szymas, J. & Lundin, J., 2015, In: Journal of pathology informatics. 6, 28.

  Research output: Contribution to journal › Article › Scientific › peer-review

• Quantification of Estrogen Receptor-Alpha Expression in Human Breast Carcinomas With a Miniaturized, Low-Cost Digital Microscope: A Comparison with a High-End Whole Slide-Scanner: PLoS One

  Holmström, O., Linder, N., Lundin, M., Moilanen, H., Suutala, A., Turkki, R., Joensuu, H., Isola, J., Diwan, V. & Lundin, J., 2015, In: PLoS One. 10, 12, 16 p., 0144688.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File
• 2014

  A Malaria Diagnostic Tool Based on Computer Vision Screening and Visualization of Plasmodium falciparum Candidate Areas in Digitized Blood Smears

  Linder, N., Turkki, R., Walliander, M., Martensson, A., Diwan, V., Rahtu, E., Pietikainen, M., Lundin, M. & Lundin, J., 21 Aug 2014, In: PLoS One. 9, 8, 12 p., 104855.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

• Exploring Viewing Behavior Data from Whole Slide Images to Predict Correctness of Students' Answers during Practical Exams in Oral Pathology

  Walkowski, S., Lundin, M., Szymas, J. & Lundin, J., 2014, In: Analytical cellular pathology. 2014, 2 p., 706470.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

• Students' performance during practical examination on whole slide images using view path tracking

  Walkowski, S., Lundin, M., Szymas, J. & Lundin, J., 30 Oct 2014, In: Diagnostic Pathology. 9, 8 p., 208.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File
• 2013

  An open-source, MATLAB based annotation tool for virtual slides

  Turkki, R., Walliander, M., Ojansivu, V., Linder, N., Lundin, M. & Lundin, J., 2013, In: Diagnostic Pathology. 8, Suppl. 1, 4 p., S30.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

• Automated classification of breast cancer morphology in histopathological images

  Ojansivu, V., Linder, N., Rahtu, E., Pietikäinen, M., Lundin, M., Joensuu, H. & Lundin, J., 2013, In: Diagnostic Pathology. 8, Suppl. 1, p. S29 4 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

• Concomitant Tumor Expression of EGFR and TATI/SPINK1 Associates with Better Prognosis in Colorectal Cancer

  Koskensalo, S., Louhimo, J., Hagström, J., Lundin, M., Stenman, U. H. & Haglund, C., 25 Oct 2013, In: PLoS One. 8, 10, 7 p., e76906 .

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

• On-Chip Imaging of Schistosoma haematobium Eggs in Urine for Diagnosis by Computer Vision

  Linder, E., Grote, A., Varjo, S., Linder, N., Lebbad, M., Lundin, M., Diwan, V., Hannuksela, J. & Lundin, J., Dec 2013, In: PLoS Neglected Tropical Diseases. 7, 12, 9 p., 2547.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File
• 2012

  A web-based prognostic tool for extremity and trunk wall soft tissue sarcomas and its external validation

  Sampo, M. M., Tarkkanen, M., Tukiainen, E., Popov, P., Gustafson, P., Lundin, M., Böhling, T., Blomqvist, C. & Lundin, J. E., 2012, In: British Journal of Cancer. 106, 6, p. 1076-1082 7 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

• CIP2A overexpression is associated with c-Myc expression in colorectal cancer

  Böckelman, C., Koskensalo, S., Hagström, J., Lundin, M. E., Ristimäki, A. & Haglund, C., 2012, In: Cancer Biology & Therapy. 13, 5, p. 289 - 295 7 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

• Decreased xanthine oxidoreductase (XOR) is associated with a worse prognosis in patients with serous ovarian carcinoma

  Linder, N., Butzow, R., Lassus, H., Lundin, M. & Lundin, J., 2012, In: Gynecologic Oncology. 124, 2, p. 311-318 8 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

• Effect of image compression and scaling on automated scoring of immunohistochemical stainings and segmentation of tumor epithelium

  Konsti, J., Lundin, M., Linder, N., Haglund, C., Blomqvist, C., Nevanlinna, H., Aaltonen, K., Nordling, S. & Lundin, J., 2012, In: Diagnostic Pathology. 7, Article Number: 29, p. - 9 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

• Identification of tumor epithelium and stroma in tissue microarrays using texture analysis

  Linder, N., Konsti, J., Turkki, R., Rahtu, E., Lundin, M., Nordling, F. S. A., Haglund, C., Ahonen, T., Pietikainen, M. & Lundin, J., 2012, In: Diagnostic Pathology. 7, p. Article Number 22 11 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

• Lack of MMP-9 expression is a marker for poor prognosis in Dukes' B colorectal cancer

  Koskensalo, S., Hagström, J. K., Linder, N., Lundin, M. E., Sorsa, T., Louhimo, J. & Haglund, C., 7 Dec 2012, In: BMC Clinical Pathology. 12, 24, 7 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

• Systematic knockdown of epigenetic enzymes identifies a novel histone demethylase PHF8 overexpressed in prostate cancer with an impact on cell proliferation, migration and invasion.

  Björkman, M., Östling, P. K., Härmä, V., Virtanen, J., Mpindi, JP., Rantala, J., Mirtti, T., Vesterinen, T., Lundin, M. E., Sankila, A. M., Rannikko, A. S., Kaivanto, E., Kohonen, P., Kallioniemi, O-P. & Nees, M., 2012, In: Oncogene. 31, 29, p. 3444-3456 13 p.

  Research output: Contribution to journal › Article › Scientific › peer-review
• 2011

  An extensive tumor array analysis supports tumor suppressive role for nucleophosmin in breast cancer

  Karhemo, P-R., Rivinoja, A., Lundin, J. E., Hyvönen, M., Chernenko, A., Lammi, J., Sihto, H., Lundin, M. E., Heikkilä, P., Joensuu, H., Bono, P. & Laakkonen, P. M., 2011, In: The American Journal of Pathology. 179, 2, p. 1004-1014 14 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

• Breast cancer biological subtypes and protein expression predict for the preferential distant metastasis sites: a nationwide cohort study

  Sihto, H., Lundin, J., Lundin, M., Lehtimaki, T., Ristimaki, A., Holli, K., Sailas, L., Kataja, V., Turpeenniemi-Hujanen, T., Isola, J., Heikkila, P. & Joensuu, H., 2011, In: Breast Cancer Research. 13, p. R87 11 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

• Development and evaluation of a virtual microscopy application for automated assessment of Ki-67 expression in breast cancer

  Konsti, J. P., Lundin, M. E., Joensuu, H., Lehtimäki, T. E., Sihto, H., Holli, K., Turpeenniemi-Hujanen, T., Kataja, V., Sailas, L., Isola, J. & Lundin, J. E., 25 Jan 2011, In: BMC Clinical Pathology. 11, p. art. no. 3

  Research output: Contribution to journal › Article › Scientific › peer-review

• Dual role of FoxA1 in androgen receptor binding to chromatin, androgen signalling and prostate cancer

  Sahu, B., Laakso, M., Ovaska, K., Mirtti, T., Lundin, J., Rannikko, A., Sankila, A., Turunen, J-P., Lundin, M., Konsti, J., Vesterinen, T., Nordling, S., Kallioniemi, O., Hautaniemi, S. & Janne, O. A., 2011, In: EMBO Journal. 30, 19, p. 3962-3976 15 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

• Expression and prognostic value of transcription factor PROX1 in colorectal cancer

  Skog, M., Bono, P., Lundin, M., Lundin, J., Louhimo, J., Linder, N., Petrova, T. V., Andersson, L. C., Joensuu, H., Alitalo, K. & Haglund, C. H., 2011, In: British Journal of Cancer. 105, 9, p. 1346-1351 6 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

• Five years of experience teaching pathology to dental students using the WebMicroscope

  Szymas, J. & Lundin, M., 2011, In: Diagnostic Pathology. 6, Suppl 1, p. Article Number: S13 6 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

• Long-term prognosis of breast cancer detected by mammography screening or other methods

  Lehtimaki, T., Lundin, M., Linder, N., Sihto, H., Holli, K., Turpeenniemi-Hujanen, T., Kataja, V., Isola, J., Joensuu, H. & Lundin, J., 2011, In: Breast Cancer Research. 13, 6, 11 p., 134.

  Research output: Contribution to journal › Article › Scientific › peer-review
• 2010

  Automated vision quantitative assessment of Ki-67 proliferation index in a nationwide series of patients with breast cancer

  Konsti, J., Lundin, M., Joensuu, H. & Lundin, J., 2010, In: Virchows Archiv. 457, p. 147-147 1 p.

  Research output: Contribution to journal › Conference article › Scientific

• A web-based examination system for students using WebMicroscopy for learning oral pathology

  Szymas, J., Lundin, M. & Lundin, J., 2010, In: Virchows Archiv. 457, p. 148-148 1 p.

  Research output: Contribution to journal › Conference article › Scientific › peer-review

• Five years of experiences with WebMicroscope for teaching basic and oral pathology in a practical course

  Szymas, J. & Lundin, M., 2010, In: Virchows Archiv. 457, p. 147-148 2 p.

  Research output: Contribution to journal › Conference article › Scientific › peer-review

• ONCOPOOL, a comparison with SEER

  Lundin, J., Holli, K., Lundin, M., Hornmark-Stenstam, B., Ball, G. & Blamey, R., 2010, In: EJC supplements. 8, p. 101-101 1 p.

  Research output: Contribution to journal › Conference article › Scientific › peer-review

• 2009

  Arrangement of large scale web slide seminars. Experiences from the ECP 2007 and ECP 2009

  Lundin, M., Konsti, J. & Lundin, J., 2009, In: Virchows Archiv. 455, p. 35-35 1 p.

  Research output: Contribution to journal › Conference article › Scientific › peer-review