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Master in Medical Informatics, currently in Health Data Science PhD. Specialized in Time Series.

Profile Summary

Master in Medical Informatics, currently in Health Data Science PhD. Specialized in Time Series. Author of the R package `tsmp`, and member of the Matrix Profile Foundation. Graduated in Medicine, specialized in Imunohemotherapy, currently working in Transfusion Medicine and Thrombosis and Haemostasis.

Subject Matter Expertise

• ★ Health Data Analysis
• ★ Trend Analysis
• ☆ Biostatistics
• ☆ Data Science

Services

• Data & AI

Data & AI Statistical Analysis, Algorithm Design-Non ML, Data Visualization

Work Experience

Physician

Centro Hospitalar do Tâmega e Sousa

May 2019 - Present

Researcher

Centro de Investigação em Tecnologias e Serviços de Saúde

2018 - Present

Researcher

Researcher at AI4Health

January 2017 - Present

Physician

Centro Hospitalar de São João

January 2012 - May 2019

Software Project Manager and Programmer

Digital Soul Games

February 2014 - April 2015

Education

PhD. Health Data Science (Faculty of Medicine)

University of Porto

September 2019 - Present

Master in Medical Informatics (Faculty of Medicine)

University of Porto

September 2015 - December 2017

Physician

Faculdade de Medicina da UFRGS

March 2002 - December 2007

Certifications

• Certification details not provided.

Publications

JOURNAL ARTICLE

Francisco Bischoff, Andrew Van Benschoten, Austin Ouyang, Tyler Marrs(2020). MPA: a novel cross-language API for time series analysis . Journal of Open Source Software. 5. (49). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 2179. The Open Journal

Predicting Blood Donations in a Tertiary Care Center Using Time Series Forecasting. @article { author = {Bischoff, Francisco}, title = {Predicting Blood Donations in a Tertiary Care Center Using Time Series Forecasting.}, journal = {Studies in health technology and informatics}, volume = {258}, pages = {135--139}, year = {2019}, url = {http://www.ncbi.nlm.nih.gov/pubmed/30942730}, doi = {10.3233/978-1-61499-959-1-135}, keywords = {blood donations; data mining; forecasting; time series} } . Studies in health technology and informatics.

Bischoff, Francisco and Koch, Maria do Carmo and Rodrigues, Pedro Pereira(2019). Predicting Blood Donations in a Tertiary Care Center Using Time Series Forecasting . Studies in health technology and informatics. 258. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 135--139.

Freixo, Ana and Matos, Isabel and Leite, Ana and Silva, Albina and Bischoff, Francisco and Carvalho, Milene and Monteiro, Carla and Ferreira, Alc{\'{i}}dio and Fernandes, Susana and Lemos, Nuno and Delgado, Beatriz and Gomes, Helena and Regalado, Maria and Sabio, Federico and Cardoso, Filomena and {Do Carmo Koch}, Maria and Ramos, Lurdes and Ara{\'{u}}jo, Fernando(2017). Nurses knowledge in Transfusion Medicine in a Portuguese university hospital: the impact of an education . Blood transfusion = Trasfusione del sangue. 15. (1). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 49--52.

Freixo, A., Matos, I., Leite, A., Silva, A., Bischoff, F., Carvalho, M., Monteiro, C., Ferreira, A., Fernandes, S., Lemos, N., et al.(2017). Nurses knowledge in Transfusion Medicine in a Portuguese university hospital: The impact of an education . Blood Transfusion. 15. (1). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 49-52.

Nurses knowledge in Transfusion Medicine in a Portuguese university hospital: the impact of an education. @article { author = {Freixo A and Matos I and Leite A and Silva A and Bischoff F and Carvalho M and Monteiro C and et al.}, title = {Nurses knowledge in Transfusion Medicine in a Portuguese university hospital: the impact of an education.}, year = {2016}, month = {feb}, url = {http://europepmc.org/abstract/med/27136437}, doi = {10.2450/2016.0185-15}, keywords = {Nurses knowledge in Transfusion Medicine; Transfusion Medicine in a Portuguese university hospital} } .

Freixo A, Matos I, Leite A, Silva A, Bischoff F, Carvalho M, Monteiro C, Ferreira A, Fernandes S, Lemos N, Delgado B, Gomes H, Regalado M, Sabio F, Cardoso F, Do Carmo Koch M, Ramos L, Araújo F, Blood transfusion = Trasfusione del sangue, 2016 .

Salselas, A., Pestana, I., Bischoff, F., Guimarães, M., Andrade, J.A.(2015). Comparing the application of Hema-Obs RSS to 250 pregnancies from obstetrics/hematology consultation in centro hospitalar São João, Portugal with the application of galit sarig rss to 90 pregnancies from Rambam Health Care Campus, Israel,Comparação da aplicação da EER Hema-Obs a 250 gestações da consulta de Hematologia-Obstetrícia do centro hospitalar São João, Portugal versus EER Galit sarig a 90 gestações no Rambam Health Care Campus, Israel . Acta Medica Portuguesa. 28. (2). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 189-193.

Bischoff, Francisco, Salselas, Ana, Pestana, Ines, Guimaraes, Mariana, Andrade, Joaquim Aguiar (2015). Comparing the Application of Hema-Obs RSS to 250 Pregnancies from Obstetrics/Hematology Consultation in Centro Hospitalar Sao Joao, Portugal with the Application of Galit Sarig RSS to 90 Pregnancies from Rambam Health Care Campus, Israel . Acta Médica Portuguesa.

Salselas A, Pestana I, Bischoff F, Guimarães M, Andrade JA, Acta medica portuguesa, 2015, vol. 28, no. 2, pp. 189-193 .

Delgado, Beatriz and Sardo, Ricardo and Bischoff, Francisco and Gomes, Helena and Monteiro, Carla and Leite, Ana and Carvalho, Manuela and Ara{\'{u}}jo, Fernando(2015). Pedidos Emergentes de Concentrados Eritrocitários. Avaliação de um Centro durante um Peŕiodo de Quatro Anos. Blood transfusion. 13. (Suppl. 3). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString s460.

Comparing the application of Hema-Obs RSS to 250 pregnancies from obstetrics/hematology consultation in centro hospitalar São João, Portugal with the application of galit sarig rss to 90 pregnancies from Rambam Health Care Campus, Israel | Comparação da aplicação da EER Hema-Obs a 250 gestações da consulta de Hematologia-Obstetrícia do centro hospitalar São João, Portugal versus EER Galit sarig a @article { author = {Salselas, A. and Pestana, I. and Bischoff, F. and Guimarães, M. and Andrade, J.A.}, title = {Comparing the application of Hema-Obs RSS to 250 pregnancies from obstetrics/hematology consultation in centro hospitalar São João, Portugal with the application of galit sarig rss to 90 pregnancies from Rambam Health Care Campus, Israel | Comparação da aplicação da EER Hema-Obs a 250 gestações da consulta de Hematologia-Obstetrícia do centro hospitalar São João, Portugal versus EER Galit sarig a }, journal = {Acta Medica Portuguesa}, volume = {28}, number = {2}, pages = {189--193}, year = {2015}, url = {http://www.scopus.com/inward/record.url?eid=2-s2.0-84930444501&partnerID=MN8TOARS} } . Acta Medica Portuguesa.

Comparing the application of Hema-Obs RSS to 250 pregnancies from obstetrics/hematology consultation in centro hospitalar São João, Portugal with the application of galit sarig rss to 90 pregnancies from Rambam Health Care Campus, Israel | Comparação da aplicação da EER Hema-Obs a 250 gestações da consulta de Hematologia-Obstetrícia do centro hospitalar São João, Portugal versus EER Galit sarig a @article { author = {Salselas, A. and Pestana, I. and Bischoff, F. and Guimarães, M. and Andrade, J.A.}, title = {Comparing the application of Hema-Obs RSS to 250 pregnancies from obstetrics/hematology consultation in centro hospitalar São João, Portugal with the application of galit sarig rss to 90 pregnancies from Rambam Health Care Campus, Israel | Comparação da aplicação da EER Hema-Obs a 250 gestações da consulta de Hematologia-Obstetrícia do centro hospitalar São João, Portugal versus EER Galit sarig a }, journal = {Acta Medica Portuguesa}, volume = {28}, number = {2}, pages = {189--193}, year = {2015}, url = {http://www.scopus.com/inward/record.url?eid=2-s2.0-84930444501&partnerID=MN8TOARS} } . Acta Medica Portuguesa.

C0247: Management of Dabigatran-Associated Severe Bleeding: The Experience of a Central Hospital @article { author = {L. Goncalves Ricca and A. Leite and H. Gomes and C. Neves and F. Bischoff and F. Araujo}, title = {C0247: Management of Dabigatran-Associated Severe Bleeding: The Experience of a Central Hospital}, journal = {Thrombosis Research}, volume = {133}, pages = {S86--S87}, year = {2014}, month = {may}, url = {http://dx.doi.org/10.1016/s0049-3848(14)50280-0}, doi = {10.1016/s0049-3848(14)50280-0} } . Thrombosis Research.

L. Goncalves Ricca, A. Leite, H. Gomes, C. Neves, F. Bischoff, F. Araujo(2014). C0247: Management of Dabigatran-Associated Severe Bleeding: The Experience of a Central Hospital . Thrombosis Research. 133. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString S86--S87. Elsevier {BV}

Bischoff, F and Koch, C and Ara{\'{u}}jo, F(2014). Risk Assessment Processes in Transfusion Medicine . Vox Sanguinis. 107. (Suppl. 1). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 67.

Gomes, Helena and Delgado, Beatriz and Martinez, Federico and Bischoff, Francisco and Gon{\c{c}}alves, Luciana and Oliveira, Gra{\c{c}}a and Ara{\'{u}}jo, Fernando(2014). ROTEM® Based Coagulation Management in Cardiac Surgery at CHSJ, EPE. Transfusion medicine. 24. (Suppl. 1). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 46.

Francisco Bischoff, Maria Koch, Fernando Araújo(2013). Decision on conducting HCV Immunoblot and HCV Viral Load Tests Dependent upon the Result of the Screening Tests . JVM. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 1--7. {IBIMA} Publishing

{Nobre Fernandes}, S and Bischoff, F and Carvalho, M and Leite, A and Alves, B and Koch, C and Araujo, F(2013). Acute bleeding in a patient with an anti-KPB antibody: Management issues and case report . Vox Sanguinis. 105. (Suppl. 1). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 65--299.

Bischoff, Francisco and Koch, Maria and Ara{\'{u}}jo, Fernando(2013). Decision on conducting HCV Immunoblot and HCV Viral Load Tests Dependent upon the Result of the Screening Tests . Journal of Virology & Microbiology. 2013. (December 2015). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 7.

Nobre Fernandes, S., Bischoff, F., Carvalho, M., Leite, A., Alves, B., Koch, C., Araujo, F. (2013). ACUTE BLEEDING IN A PATIENT WITH AN ANTI-KPB ANTIBODY: MANAGEMENT ISSUES AND CASE REPORT . Vox Sanguinis.

Gomes, Helena and Guerreiro, Manuel and Freixo, Ana and Bischoff, Francisco and Gon{\c{c}}alves, Luciana and Ara{\'{u}}jo, Fernando(2013). Caso Cĺinico: Doente Hipocoagulado com Dabigatrano por FA, com Necessidade de Realização de Manobras Invasivas. 14º Congresso Do Núcleo De Estudos Da Doença Vascular Cerebral Da Spmi. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 23.

PREPRINT

1. Bischoff F, Rodrigues PP. tsmp: An R Package for Time Series with Matrix Profile. 2019 Apr 18; .

OTHER

tsmp: An R Package for Time Series with Matrix Profile @other { url = {https://CRAN.R-project.org/package=tsmp}, doi = {10.13140/RG.2.2.13040.30726} } .

[Comparing the Application of Hema-Obs RSS to 250 Pregnancies from Obstetrics/Hematology Consultation in Centro Hospitalar São João, Portugal with the Application of Galit Sarig RSS to 90 Pregnancies from Rambam Health Care Campus, Israel] @other { url = {http://hdl.handle.net/10400.26/27963}, keywords = {Adult; Clinical Protocols; Female; Hematology; Hospitals; Humans; Israel; Obstetrics; Portugal; Pregnancy; Pregnancy Complications, Hematologic; Thrombophilia; Risk Assessment; Comparative Study; Israel; Portugal; Pregnancy; Risk Assessment comparative study; Thrombophilia.; Estudo Comparativo; Gravidez; Israel; Medição de Risco; Portugal; Trombofilia.} } .

Risk Assessment Processes in Transfusion Medicine @other { url = {http://doi.org/10.13140/RG.2.1.1112.6169}, doi = {10.13140/RG.2.1.1112.6169} } .

Decision on conducting HCV Immunoblot and HCV Viral Load Tests Dependent upon the Result of the Screening Tests @other { url = {http://hdl.handle.net/10400.26/27964}, doi = {10.5171/2013.332501}, keywords = {HCV; Inno-Lia; PCR; Immunoblot} } .

BOOK

Bischoff, F., Do Carmo Koch, M., Rodrigues, P.P.(2019). Predicting blood donations in a tertiary care center using time series forecasting . Studies in Health Technology and Informatics. 258. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 135-139.

CONFERENCE PAPER

Vaz, Cl{\'{a}}udia and Bischoff, Francisco and Monteiro, F{\'{a}}tima and Lopes, Manuela and Vasconcelos, Filipe and Bastos, Pedro and Tavares, Gilberto and Ferreira, Marina and Amorim, Ana and Koch, Carmo(2018). Genetic Testing for Inherited Thrombophilia : 20 Years of Experience in a University and Tertiary . 25th Biennial International Congress on Thrombosis, Venice, Italy, 23–26 May 2018. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 7--10. MDPI

Genetic Testing for Inherited Thrombophilia : 20 Years of Experience in a University and Tertiary @inproceedings { author = {Bischoff, Francisco}, title = {Genetic Testing for Inherited Thrombophilia : 20 Years of Experience in a University and Tertiary}, year = {2018}, booktitle = {25th Biennial International Congress on Thrombosis, Venice, Italy, 23–26 May 2018.}, pages = {7--10}, publisher = {MDPI}, address = {Venice}, doi = {10.3390/proceedings2090527}, keywords = {genetic testing; thrombophilia; thrombosis} } .

DISSERTATION THESIS

Bischoff, Francisco(2017). Otimização do Stock de Plaquetas através do reforço de dádivas por aférese utilizando previsão de séries temporais . 54

Otimização do Stock de Plaquetas através do reforço de dádivas por aférese utilizando previsão de séries temporais @phdthesis { author = {Francisco Bischoff and Bischoff, Francisco}, title = {Otimização do Stock de Plaquetas através do reforço de dádivas por aférese utilizando previsão de séries temporais}, year = {2017}, url = {https://repositorio-aberto.up.pt/handle/10216/110223}, doi = {10.13140/RG.2.2.30450.56003}, keywords = {Medicina básica; Basic medicine; Ciências médicas e da saúde::Medicina básica; Medical and Health sciences::Basic medicine} } .