Ensemble Deep Learning Derived from Transfer Learning for Classification of COVID-19 Patients on Hybrid Deep-Learning-Based Lung Segmentation: A Data Augmentation and Balancing Framework.

Autor: Dubey AK; Bharati Vidyapeeth's College of Engineering, New Delhi 110063, India., Chabert GL; Department of Radiology, Azienda Ospedaliero Universitaria (A.O.U.), 09123 Cagliari, Italy., Carriero A; Department of Radiology, Azienda Ospedaliero Universitaria (A.O.U.), 09123 Cagliari, Italy., Pasche A; Department of Radiology, 'Maggiore della Carità' Hospital, University of Piemonte Orientale, Via Solaroli 17, 28100 Novara, Italy., Danna PSC; Department of Radiology, 'Maggiore della Carità' Hospital, University of Piemonte Orientale, Via Solaroli 17, 28100 Novara, Italy., Agarwal S; Advanced Knowledge Engineering Centre, GBTI, Roseville, CA 95661, USA., Mohanty L; ABES Engineering College, Ghaziabad 201009, India.; Department of Computer Science Engineering, Bennett University, Greater Noida 201310, India., Nillmani; School of Biomedical Engineering, Indian Institute of Technology (BHU), Varanasi 221005, India., Sharma N; School of Biomedical Engineering, Indian Institute of Technology (BHU), Varanasi 221005, India., Yadav S; Bharati Vidyapeeth's College of Engineering, New Delhi 110063, India., Jain A; Bharati Vidyapeeth's College of Engineering, New Delhi 110063, India., Kumar A; Department of Computer Science Engineering, Bennett University, Greater Noida 201310, India., Kalra MK; Department of Radiology, Massachusetts General Hospital, Boston, MA 02115, USA., Sobel DW; Men's Health Centre, Miriam Hospital Providence, Providence, RI 02906, USA., Laird JR; Heart and Vascular Institute, Adventist Health St. Helena, St. Helena, CA 94574, USA., Singh IM; Stroke Monitoring and Diagnostic Division, AtheroPoint™, Roseville, CA 95661, USA., Singh N; Department of Food Science and Technology, Graphic Era, Deemed to be University, Dehradun 248002, India., Tsoulfas G; Department of Surgery, Aristoteleion University of Thessaloniki, 54124 Thessaloniki, Greece., Fouda MM; Department of Electrical and Computer Engineering, Idaho State University, Pocatello, ID 83209, USA., Alizad A; Department of Physiology & Biomedical Engineering, Mayo Clinic College of Medicine and Science, Rochester, MN 55905, USA., Kitas GD; Academic Affairs, Dudley Group NHS Foundation Trust, Dudley DY1 2HQ, UK., Khanna NN; Department of Cardiology, Indraprastha APOLLO Hospitals, New Delhi 110001, India., Viskovic K; Department of Radiology and Ultrasound, University Hospital for Infectious Diseases, 10000 Zagreb, Croatia., Kukuljan M; Department of Interventional and Diagnostic Radiology, Clinical Hospital Center Rijeka, 51000 Rijeka, Croatia., Al-Maini M; Allergy, Clinical Immunology & Rheumatology Institute, Toronto, ON L4Z 4C4, Canada., El-Baz A; Biomedical Engineering Department, University of Louisville, Louisville, KY 40292, USA., Saba L; Department of Radiology, Azienda Ospedaliero Universitaria (A.O.U.), 09123 Cagliari, Italy., Suri JS; Stroke Monitoring and Diagnostic Division, AtheroPoint™, Roseville, CA 95661, USA.

Publikováno v: Diagnostics (Basel, Switzerland) [Diagnostics (Basel)] 2023 Jun 02; Vol. 13 (11). Date of Electronic Publication: 2023 Jun 02.

Cardiovascular/Stroke Risk Stratification in Diabetic Foot Infection Patients Using Deep Learning-Based Artificial Intelligence: An Investigative Study.

Autor: Khanna NN; Department of Cardiology, Indraprastha APOLLO Hospitals, New Delhi 110001, India., Maindarkar MA; Stroke Monitoring and Diagnostic Division, AtheroPoint™, Roseville, CA 95661, USA.; Department of Biomedical Engineering, North Eastern Hill University, Shillong 793022, India., Viswanathan V; MV Diabetes Centre, Royapuram, Chennai 600013, India., Puvvula A; Stroke Monitoring and Diagnostic Division, AtheroPoint™, Roseville, CA 95661, USA.; Annu's Hospitals for Skin and Diabetes, Nellore 524101, India., Paul S; Department of Biomedical Engineering, North Eastern Hill University, Shillong 793022, India., Bhagawati M; Department of Biomedical Engineering, North Eastern Hill University, Shillong 793022, India., Ahluwalia P; Max Institute of Cancer Care, Max Super Specialty Hospital, New Delhi 110017, India., Ruzsa Z; Invasive Cardiology Division, Faculty of Medicine, University of Szeged, 6720 Szeged, Hungary., Sharma A; Division of Cardiovascular Medicine, University of Virginia, Charlottesville, VA 22904, USA., Kolluri R; Ohio Health Heart and Vascular, Columbus, OH 43214, USA., Krishnan PR; Neurology Department, Fortis Hospital, Bangalore 560076, India., Singh IM; Stroke Monitoring and Diagnostic Division, AtheroPoint™, Roseville, CA 95661, USA., Laird JR; Heart and Vascular Institute, Adventist Health St. Helena, St Helena, CA 94574, USA., Fatemi M; Department of Physiology & Biomedical Engineering, Mayo Clinic College of Medicine and Science, Rochester, MN 55905, USA., Alizad A; Department of Radiology, Mayo Clinic College of Medicine and Science, Rochester, MN 55905, USA., Dhanjil SK; Stroke Monitoring and Diagnostic Division, AtheroPoint™, Roseville, CA 95661, USA., Saba L; Department of Radiology, Azienda Ospedaliero Universitaria, 40138 Cagliari, Italy., Balestrieri A; Cardiovascular Prevention and Research Unit, Department of Pathophysiology, National & Kapodistrian University of Athens, 15772 Athens, Greece., Faa G; Department of Pathology, Azienda Ospedaliero Universitaria, 09124 Cagliari, Italy., Paraskevas KI; Department of Vascular Surgery, Central Clinic of Athens, 15772 Athens, Greece., Misra DP; Department of Immunology, SGPGIMS, Lucknow 226014, India., Agarwal V; Department of Immunology, SGPGIMS, Lucknow 226014, India., Sharma A; Department of Immunology, SGPGIMS, Lucknow 226014, India., Teji JS; Ann and Robert H. Lurie Children's Hospital of Chicago, Chicago, IL 60611, USA., Al-Maini M; Allergy, Clinical Immunology and Rheumatology Institute, Toronto, ON L4Z 4C4, Canada., Nicolaides A; Vascular Screening and Diagnostic Centre, University of Nicosia Medical School, Egkomi 2408, Cyprus., Rathore V; AtheroPoint™, Roseville, CA 95661, USA., Naidu S; Electrical Engineering Department, University of Minnesota, Duluth, MN 55812, USA., Liblik K; Department of Medicine, Division of Cardiology, Queen's University, Kingston, ON K7L 3N6, Canada., Johri AM; Department of Medicine, Division of Cardiology, Queen's University, Kingston, ON K7L 3N6, Canada., Turk M; The Hanse-Wissenschaftskolleg Institute for Advanced Study, 27753 Delmenhorst, Germany., Sobel DW; Rheumatology Unit, National Kapodistrian University of Athens, 15772 Athens, Greece., Miner M; Men's Health Centre, Miriam Hospital Providence, Providence, RI 02906, USA., Viskovic K; Department of Radiology and Ultrasound, University Hospital for Infectious Diseases, 10000 Zagreb, Croatia., Tsoulfas G; Department of Surgery, Aristoteleion University of Thessaloniki, 54124 Thessaloniki, Greece., Protogerou AD; Cardiovascular Prevention and Research Unit, Department of Pathophysiology, National & Kapodistrian University of Athens, 15772 Athens, Greece., Mavrogeni S; Cardiology Clinic, Onassis Cardiac Surgery Centre, 17674 Athens, Greece., Kitas GD; Academic Affairs, Dudley Group NHS Foundation Trust, Dudley DY1 2HQ, UK.; Arthritis Research UK Epidemiology Unit, Manchester University, Manchester M13 9PL, UK., Fouda MM; Department of Electrical and Computer Engineering, Idaho State University, Pocatello, ID 83209, USA., Kalra MK; Department of Radiology, Harvard Medical School, Boston, MA 02115, USA., Suri JS; Stroke Monitoring and Diagnostic Division, AtheroPoint™, Roseville, CA 95661, USA.

Publikováno v: Journal of clinical medicine [J Clin Med] 2022 Nov 19; Vol. 11 (22). Date of Electronic Publication: 2022 Nov 19.

Eight pruning deep learning models for low storage and high-speed COVID-19 computed tomography lung segmentation and heatmap-based lesion localization: A multicenter study using COVLIAS 2.0.

Autor: Agarwal M; Department of Computer Science Engineering, Bennett University, India., Agarwal S; Department of Computer Science Engineering, PSIT, Kanpur, India; Advanced Knowledge Engineering Centre, Global Biomedical Technologies, Inc., Roseville, CA 95661, USA., Saba L; Department of Radiology, Azienda Ospedaliero Universitaria (A.O.U.), Cagliari, Italy., Chabert GL; Department of Radiology, Azienda Ospedaliero Universitaria (A.O.U.), Cagliari, Italy., Gupta S; Department of Computer Science Engineering, Bennett University, India., Carriero A; Department of Radiology, Azienda Ospedaliero Universitaria (A.O.U.), Cagliari, Italy., Pasche A; Depart of Radiology, 'Maggiore della Carità' Hospital, University of Piemonte Orientale, Via Solaroli 17, 28100, Novara, Italy., Danna P; Depart of Radiology, 'Maggiore della Carità' Hospital, University of Piemonte Orientale, Via Solaroli 17, 28100, Novara, Italy., Mehmedovic A; University Hospital for Infectious Diseases, Zagreb, Croatia., Faa G; Department of Pathology - AOU of Cagliari, Italy., Shrivastava S; College of Computing Sciences and IT, Teerthanker Mahaveer University, Moradabad, 244001, India., Jain K; College of Computing Sciences and IT, Teerthanker Mahaveer University, Moradabad, 244001, India., Jain H; College of Computing Sciences and IT, Teerthanker Mahaveer University, Moradabad, 244001, India., Jujaray T; Dept of Molecular, Cell and Developmental Biology, University of California, Santa Cruz, CA, USA., Singh IM; AtheroPoint LLC, CA, USA., Turk M; The Hanse-Wissenschaftskolleg Institute for Advanced Study, Delmenhorst, Germany., Chadha PS; AtheroPoint LLC, CA, USA., Johri AM; Division of Cardiology, Queen's University, Kingston, Ontario, Canada., Khanna NN; Department of Cardiology, Indraprastha APOLLO Hospitals, New Delhi, India., Mavrogeni S; Cardiology Clinic, Onassis Cardiac Surgery Center, Athens, Greece., Laird JR; Heart and Vascular Institute, Adventist Health St. Helena, St Helena, CA, USA., Sobel DW; Minimally Invasive Urology Institute, Brown University, Providence, RI, USA., Miner M; Men's Health Center, Miriam Hospital Providence, Rhode Island, USA., Balestrieri A; Department of Radiology, Azienda Ospedaliero Universitaria (A.O.U.), Cagliari, Italy., Sfikakis PP; Rheumatology Unit, National Kapodistrian University of Athens, Greece., Tsoulfas G; Aristoteleion University of Thessaloniki, Thessaloniki, Greece., Misra DP; Dept. of Immunology, SGPIMS, Lucknow, UP, India., Agarwal V; Dept. of Immunology, SGPIMS, Lucknow, UP, India., Kitas GD; Academic Affairs, Dudley Group NHS Foundation Trust, Dudley, UK; Arthritis Research UK Epidemiology Unit, Manchester University, Manchester, UK., Teji JS; Ann and Robert H. Lurie Children's Hospital of Chicago, Chicago, USA., Al-Maini M; Allergy, Clinical Immunology and Rheumatology Institute, Toronto, Canada., Dhanjil SK; AtheroPoint LLC, CA, USA., Nicolaides A; Vascular Screening and Diagnostic Centre and Univ. of Nicosia Medical School, Cyprus., Sharma A; Division of Cardiovascular Medicine, University of Virginia, Charlottesville, VA, USA., Rathore V; AtheroPoint LLC, CA, USA., Fatemi M; Dept. of Physiology & Biomedical Engg., Mayo Clinic College of Medicine and Science, MN, USA., Alizad A; Dept. of Radiology, Mayo Clinic College of Medicine and Science, MN, USA., Krishnan PR; Neurology Department, Fortis Hospital, Bangalore, India., Yadav RR; Radiodiagnosis, SGPIMS, Lucknow, Uttar Pradesh, India., Nagy F; Department of Radiology, University of Szeged, 6725, Hungary., Kincses ZT; Department of Radiology, University of Szeged, 6725, Hungary., Ruzsa Z; Invasive Cardiology Division, University of Szeged, Budapest, Hungary., Naidu S; Electrical Engineering Department, University of Minnesota, Duluth, MN, USA., Viskovic K; University Hospital for Infectious Diseases, Zagreb, Croatia., Kalra MK; Department of Radiology, Massachusetts General Hospital, Boston, MA, USA., Suri JS; College of Computing Sciences and IT, Teerthanker Mahaveer University, Moradabad, 244001, India; Stroke Diagnostic and Monitoring Division, AtheroPoint™, Roseville, CA, USA. Electronic address: jasjit.suri@atheropoint.com.

Publikováno v: Computers in biology and medicine [Comput Biol Med] 2022 Jul; Vol. 146, pp. 105571. Date of Electronic Publication: 2022 May 21.

COVLIAS 2.0-cXAI: Cloud-Based Explainable Deep Learning System for COVID-19 Lesion Localization in Computed Tomography Scans.

Autor: Suri JS; Stroke Diagnostic and Monitoring Division, AtheroPoint™, Roseville, CA 95661, USA.; Advanced Knowledge Engineering Centre, GBTI, Roseville, CA 95661, USA., Agarwal S; Advanced Knowledge Engineering Centre, GBTI, Roseville, CA 95661, USA.; Department of Computer Science Engineering, PSIT, Kanpur 209305, India., Chabert GL; Department of Radiology, Azienda Ospedaliero Universitaria (A.O.U.), 09123 Cagliari, Italy., Carriero A; Department of Radiology, 'Maggiore della Carità' Hospital, University of Piemonte Orientale (UPO), Via Solaroli 17, 28100 Novara, Italy., Paschè A; Department of Radiology, Azienda Ospedaliero Universitaria (A.O.U.), 09123 Cagliari, Italy., Danna PSC; Department of Radiology, Azienda Ospedaliero Universitaria (A.O.U.), 09123 Cagliari, Italy., Saba L; Department of Radiology, Azienda Ospedaliero Universitaria (A.O.U.), 09123 Cagliari, Italy., Mehmedović A; Department of Radiology, University Hospital for Infectious Diseases, 10000 Zagreb, Croatia., Faa G; Department of Pathology, Azienda Ospedaliero Universitaria (A.O.U.), 09124 Cagliari, Italy., Singh IM; Stroke Diagnostic and Monitoring Division, AtheroPoint™, Roseville, CA 95661, USA., Turk M; The Hanse-Wissenschaftskolleg Institute for Advanced Study, 27753 Delmenhorst, Germany., Chadha PS; Stroke Diagnostic and Monitoring Division, AtheroPoint™, Roseville, CA 95661, USA., Johri AM; Department of Medicine, Division of Cardiology, Queen's University, Kingston, ON K7L 3N6, Canada., Khanna NN; Department of Cardiology, Indraprastha APOLLO Hospitals, New Delhi 110076, India., Mavrogeni S; Cardiology Clinic, Onassis Cardiac Surgery Center, 17674 Athens, Greece., Laird JR; Heart and Vascular Institute, Adventist Health St. Helena, St. Helena, CA 94574, USA., Pareek G; Minimally Invasive Urology Institute, Brown University, Providence, RI 02912, USA., Miner M; Men's Health Center, Miriam Hospital, Providence, RI 02912, USA., Sobel DW; Minimally Invasive Urology Institute, Brown University, Providence, RI 02912, USA., Balestrieri A; Department of Radiology, Azienda Ospedaliero Universitaria (A.O.U.), 09123 Cagliari, Italy., Sfikakis PP; Rheumatology Unit, National Kapodistrian University of Athens, 17674 Athens, Greece., Tsoulfas G; Department of Surgery, Aristoteleion University of Thessaloniki, 54124 Thessaloniki, Greece., Protogerou AD; Cardiovascular Prevention and Research Unit, Department of Pathophysiology, National & Kapodistrian University of Athens, 15772 Athens, Greece., Misra DP; Department of Immunology, SGPIMS, Lucknow 226014, India., Agarwal V; Department of Immunology, SGPIMS, Lucknow 226014, India., Kitas GD; Academic Affairs, Dudley Group NHS Foundation Trust, Dudley DY1 2HQ, UK.; Arthritis Research UK Epidemiology Unit, Manchester University, Manchester M13 9PL, UK., Teji JS; Ann and Robert H. Lurie Children's Hospital of Chicago, Chicago, IL 60611, USA., Al-Maini M; Allergy, Clinical Immunology and Rheumatology Institute, Toronto, ON M5G 1N8, Canada., Dhanjil SK; AtheroPoint LLC., Roseville, CA 95661, USA., Nicolaides A; Vascular Screening and Diagnostic Centre, University of Nicosia Medical School, Engomi 2408, Cyprus., Sharma A; Division of Cardiovascular Medicine, University of Virginia, Charlottesville, VA 22902, USA., Rathore V; AtheroPoint LLC., Roseville, CA 95661, USA., Fatemi M; Department of Physiology & Biomedical Engineering, Mayo Clinic College of Medicine and Science, Rochester, MN 55905, USA., Alizad A; Department of Radiology, Mayo Clinic College of Medicine and Science, Rochester, MN 55905, USA., Krishnan PR; Neurology Department, Fortis Hospital, Bengaluru 560076, India., Nagy F; Internal Medicine Department, University of Szeged, 6725 Szeged, Hungary., Ruzsa Z; Invasive Cardiology Division, University of Szeged, 1122 Budapest, Hungary., Fouda MM; Department of ECE, Idaho State University, Pocatello, ID 83209, USA., Naidu S; Electrical Engineering Department, University of Minnesota, Duluth, MN 55812, USA., Viskovic K; Department of Radiology, University Hospital for Infectious Diseases, 10000 Zagreb, Croatia., Kalra MK; Department of Radiology, Massachusetts General Hospital, 55 Fruit Street, Boston, MA 02114, USA.

Publikováno v: Diagnostics (Basel, Switzerland) [Diagnostics (Basel)] 2022 Jun 16; Vol. 12 (6). Date of Electronic Publication: 2022 Jun 16.

Cardiovascular Risk Stratification in Diabetic Retinopathy via Atherosclerotic Pathway in COVID-19/Non-COVID-19 Frameworks Using Artificial Intelligence Paradigm: A Narrative Review.

Autor: Munjral S; Stroke Monitoring and Diagnostic Division, AtheroPoint™, Roseville, CA 95661, USA., Maindarkar M; Stroke Monitoring and Diagnostic Division, AtheroPoint™, Roseville, CA 95661, USA.; Department of Biomedical Engineering, North Eastern Hill University, Shillong 793022, India., Ahluwalia P; Max Institute of Cancer Care, Max Super Specialty Hospital, New Delhi 110017, India., Puvvula A; Stroke Monitoring and Diagnostic Division, AtheroPoint™, Roseville, CA 95661, USA.; Annu's Hospitals for Skin and Diabetes, Nellore 524101, India., Jamthikar A; Stroke Monitoring and Diagnostic Division, AtheroPoint™, Roseville, CA 95661, USA., Jujaray T; Stroke Monitoring and Diagnostic Division, AtheroPoint™, Roseville, CA 95661, USA.; Department of Molecular, Cell and Developmental Biology, University of California, Santa Cruz, CA 95616, USA., Suri N; Mira Loma High School, Sacramento, CA 95821, USA., Paul S; Department of Biomedical Engineering, North Eastern Hill University, Shillong 793022, India., Pathak R; Department of Computer Science Engineering, Rawatpura Sarkar University, Raipur 492015, India., Saba L; Department of Radiology, Azienda Ospedaliero Universitaria, 40138 Cagliari, Italy., Chalakkal RJ; oDocs Eye Care Research Laboratory, Dunedin 9013, New Zealand., Gupta S; CSE Department, Bennett University, Greater Noida 201310, India., Faa G; Department of Pathology, Azienda Ospedaliero Universitaria, 09124 Cagliari, Italy., Singh IM; Stroke Monitoring and Diagnostic Division, AtheroPoint™, Roseville, CA 95661, USA., Chadha PS; Stroke Monitoring and Diagnostic Division, AtheroPoint™, Roseville, CA 95661, USA., Turk M; The Hanse-Wissenschaftskolleg Institute for Advanced Study, 27753 Delmenhorst, Germany., Johri AM; Department of Medicine, Division of Cardiology, Queen's University, Kingston, ON K7L 3N6, Canada., Khanna NN; Department of Cardiology, Indraprastha APOLLO Hospitals, New Delhi 110001, India., Viskovic K; Department of Radiology and Ultrasound, University Hospital for Infectious Diseases, 10 000 Zagreb, Croatia., Mavrogeni S; Cardiology Clinic, Onassis Cardiac Surgery Centre, 17674 Athens, Greece., Laird JR; Heart and Vascular Institute, Adventist Health St. Helena, St. Helena, CA 94574, USA., Pareek G; Minimally Invasive Urology Institute, Brown University, Providence, RI 02912, USA., Miner M; Men's Health Centre, Miriam Hospital Providence, Providence, RI 02906, USA., Sobel DW; Rheumatology Unit, National Kapodistrian University of Athens, 15772 Athens, Greece., Balestrieri A; Department of Radiology, Azienda Ospedaliero Universitaria, 40138 Cagliari, Italy., Sfikakis PP; Rheumatology Unit, National Kapodistrian University of Athens, 15772 Athens, Greece., Tsoulfas G; Department of Surgery, Aristoteleion University of Thessaloniki, 54124 Thessaloniki, Greece., Protogerou A; Cardiovascular Prevention and Research Unit, Department of Pathophysiology, National & Kapodistrian University of Athens, 15772 Athens, Greece., Misra DP; Department of Immunology, Sanjay Gandhi Postgraduate Institute of Medical Sciences, Lucknow 226014, India., Agarwal V; Department of Immunology, Sanjay Gandhi Postgraduate Institute of Medical Sciences, Lucknow 226014, India., Kitas GD; Academic Affairs, Dudley Group NHS Foundation Trust, Dudley DY1 2HQ, UK.; Arthritis Research UK Epidemiology Unit, Manchester University, Manchester M13 9PL, UK., Kolluri R; OhioHealth Heart and Vascular, Columbus, OH 43214, USA., Teji J; Ann and Robert H. Lurie Children's Hospital of Chicago, Chicago, IL 60611, USA., Al-Maini M; Allergy, Clinical Immunology and Rheumatology Institute, Toronto, ON L4Z 4C4, Canada., Dhanjil SK; Stroke Monitoring and Diagnostic Division, AtheroPoint™, Roseville, CA 95661, USA., Sockalingam M; MV Centre of Diabetes, Chennai 600013, India., Saxena A; Department of Cardiology, Indraprastha APOLLO Hospitals, New Delhi 110001, India., Sharma A; Division of Cardiovascular Medicine, University of Virginia, Charlottesville, VA 22904, USA., Rathore V; Nephrology Department, Kaiser Permanente, Sacramento, CA 95119, USA., Fatemi M; Department of Physiology & Biomedical Engineering, Mayo Clinic College of Medicine and Science, Rochester, MN 55905, USA., Alizad A; Department of Radiology, Mayo Clinic College of Medicine and Science, Rochester, MN 55905, USA., Viswanathan V; MV Hospital for Diabetes and Professor MVD Research Centre, Chennai 600013, India., Krishnan PR; Neurology Department, Fortis Hospital, Bangalore 560076, India., Omerzu T; Department of Neurology, University Medical Centre Maribor, 1262 Maribor, Slovenia., Naidu S; Electrical Engineering Department, University of Minnesota, Duluth, MN 55812, USA., Nicolaides A; Vascular Screening and Diagnostic Centre, University of Nicosia Medical School, Nicosia 2408, Cyprus., Fouda MM; Department of Electrical and Computer Engineering, Idaho State University, Pocatello, ID 83209, USA., Suri JS; Stroke Monitoring and Diagnostic Division, AtheroPoint™, Roseville, CA 95661, USA.

Publikováno v: Diagnostics (Basel, Switzerland) [Diagnostics (Basel)] 2022 May 14; Vol. 12 (5). Date of Electronic Publication: 2022 May 14.