Antti Karlsson
 


aspkar@utu.fi

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  • Large scale statistically validated comorbidity networks  (2026)  
    • EPJ Data Science
     Crisafulli, Paride; Galla, Tobias; Karlsson, Antti; Micciche, Salvatore; Piilo, Jyrki; Mantegna, Rosario N.
    (    A1 Vertaisarvioitu alkuperäisartikkeli tieteellisessä lehdessä )


  • Continuous tobacco smoking increases mortality in diffuse large B-cell lymphoma but not follicular lymphoma, a Finnish population-based study  (2025)  
    • Acta Oncologica
     Reunamo, Taina; Alanne, Erika; Mikkola, Toni; Karlsson, Antti; Ellonen, Antti; Laitinen, Tarja; Bärlund, Maarit; Österlund, Pia; Minn, Heikki.; Leppä, Sirpa; Jyrkkiö, Sirkku; Heervä, Eetu
    (    A1 Vertaisarvioitu alkuperäisartikkeli tieteellisessä lehdessä )


  • Machine Learning and Deep Learning Models for Automated Protocoling of Emergency Brain MRI Using Text from Clinical Referrals  (2025)  
    • Radiology : Artificial Intelligence
     Huhtanen, Heidi J.; Nyman, Mikko J.; Karlsson, Antti; Hirvonen, Jussi
    (    A1 Vertaisarvioitu alkuperäisartikkeli tieteellisessä lehdessä )


  • Complex networks approach to study comorbidities in patients with unruptured intracranial aneurysms  (2024)  
    • Scientific Reports
     Kivelev, Juri; Saarenpää, Ilkka; Karlsson, Antti; Crisafulli, Paride; Musciotto, Federico; Piilo, Jyrki; Mantegna, Rosario N.
    (    A1 Vertaisarvioitu alkuperäisartikkeli tieteellisessä lehdessä )


  • Characterization of clinicopathological features, treatment practices, and outcomes among Finnish advanced breast cancer patients in real-life clinical practice  (2023)  
    • Journal of Cancer Research and Clinical Oncology
     Heinolainen Krista, Saarinen Silva, Vertuani Simona, Ellonen Antti, Karlsson Antti, Utriainen Meri, Carlqvist Peter, Mandelin Jami, Holm Barbro
    (    A1 Vertaisarvioitu alkuperäisartikkeli tieteellisessä lehdessä )


  • Smoking is an Independent Marker of Poor Prognosis in Cutaneous Melanoma  (2023)  
    • Acta Dermato-Venereologica
     Mattila Kalle, Vihinen Helmi, Karlsson Antti, Minn Heikki, Vihinen Pia, Heervä Eetu
    (    A1 Vertaisarvioitu alkuperäisartikkeli tieteellisessä lehdessä )


  • Automated detection of pulmonary embolism from CT-angiograms using deep learning  (2022)  
    • BMC Medical Imaging
     Huhtanen Heidi, Nyman Mikko, Mohsen Tarek, Virkki Arho, Karlsson Antti, Hirvonen Jussi
    (    A1 Vertaisarvioitu alkuperäisartikkeli tieteellisessä lehdessä )


  • Identification of metastatic primary cutaneous squamous cell carcinoma utilizing artificial intelligence analysis of whole slide images  (2022)  
    • Scientific Reports
     Knuutila Jaakko S, Riihilä Pilvi, Karlsson Antti, Tukiainen Mikko, Talve Lauri, Nissinen Liisa, Kähäri Veli-Matti
    (    A1 Vertaisarvioitu alkuperäisartikkeli tieteellisessä lehdessä )


  • New insights into the genetic etiology of Alzheimer’s disease and related dementias  (2022)  
    • Nature Genetics
     Bellenguez C, Küçükali F, Jansen IE, Kleineidam L, Moreno-Grau S, Amin N, Naj AC, Campos-Martin R, Grenier-Boley B, Andrade V, Holmans PA, Boland A, Damotte V, Lee SJ, Costa MR, Kuulasmaa T, Yang Q, Rojas I, Bis JC, Yaqub A, Prokic I, Chapuis J, Ahmad S, Giedraitis V, Aarsland D, Garcia-Gonzalez P, Abdelnour C, Alarcón-Martín E, Alcolea D, Alegret M, Alvarez I, Álvarez V, Armstrong NJ, Tsolaki A, Antúnez C, Appollonio I, Arcaro M, Archetti S, Pastor AA, Arosio B, Athanasiu L, Bailly H, Banaj N, Baquero M, Barral S, Beiser A, Pastor AB, Below JE, Benchek P, Benussi L, Berr C, Besse C, Bessi V, Binetti G, Bizarro A, Blesa R, Boada M, Boerwinkle E, Borroni B, Boschi S, Bossù P, Bråthen G, Bressler J, Bresner C, Brodaty H, Brookes KJ, Brusco LI, Buiza-Rueda D, Bûrger K, Burholt V, Bush WS, Calero M, Cantwell LB, Chene G, Chung J, Cuccaro ML, Carracedo Á, Cecchetti R, Cervera-Carles L, Charbonnier C, Chen H, Chillotti C, Ciccone S, Claassen JAHR, Clark C, Conti E, Corma-Gómez A, Costantini E, Custodero C, Daian D, Dalmasso MC, Daniele A, Dardiotis E, Dartigues J, Deyn PP, Paiva Lopes K, Witte LD, Debette S, Deckert J, Ser T, Denning N, DeStefano A, Dichgans M, Diehl-Schmid J, Diez-Fairen M, Rossi PD, Djurovic S, Duron E, Düzel E, Dufouil C, Eiriksdottir G, Engelborghs S, Escott-Price V, Espinosa A, Ewers M, Faber KM, Fabrizio T, Nielsen SF, Fardo DW, Farotti L, Fenoglio C, Fernández-Fuertes M, Ferrari R, Ferreira CB, Ferri E, Fin B, Fischer P, Fladby T, Fließbach K, Fongang B, Fornage M, Fortea J, Foroud TM, Fostinelli S, Fox NC, Franco-Macías E, Bullido MJ, Frank-García A, Froelich L, Fulton-Howard B, Galimberti D, García-Alberca JM, Garcia-Madrona S, Garcia-Ribas G, Ghidoni R, Giegling I, Giorgio G, Goate AM, Goldhardt O, Gomez-Fonseca D, González-Pérez A, Graff C, Grande G, Green E, Grimmer T, Grünblatt E, Grunin M, Gudnason V, Guetta-Baranes T, Haapasalo A, Hadjigeorgiou G, Haines JL, Hamilton-Nelson KL, Hampel H, Hanon O, Hardy J, Hartmann AM, Hausner L, Harwood J, Heilmann-Heimbach S, Helisalmi S, Heneka MT, Hernández I, Herrmann MJ, Hoffmann P, Holmes C, Holstege H, Vilas RH, Hulsman M, Humphrey J, Biessels GJ, Jian X, Johansson C, Jun GR, Kastumata Y, Kauwe J, Kehoe PG, Kilander L, Ståhlbom AK, Kivipelto M, Koivisto A, Kornhuber J, Kosmidis MH, Kukull WA, Kuksa PP, Kunkle BW, Kuzma AB, Lage C, Laukka EJ, Launer L, Lauria A, Lee C, Lehtisalo J, Lerch O, Lleó A, Longstreth W, Lopez O, Munain AL, Love S, Löwemark M, Luckcuck L, Lunetta KL, Ma Y, Macías J, MacLeod CA, Maier W, Mangialasche F, Spallazzi M, Marquié M, Marshall R, Martin ER, Montes AM, Rodríguez CM, Masullo C, Mayeux R, Mead S, Mecocci P, Medina M, Meggy A, Mehrabian S, Mendoza S, Menéndez-González M, Mir P, Moebus S, Mol M, Molina-Porcel L, Montrreal L, Morelli L, Moreno F, Morgan K, Mosley T, Nöthen MM, Muchnik C, Mukherjee S, Nacmias B, Ngandu T, Nicolas G, Nordestgaard BG, Olaso R, Orellana A, Orsini M, Ortega G, Padovani A, Paolo C, Papenberg G, Parnetti L, Pasquier F, Pastor P, Peloso G, Pérez-Cordón A, Pérez-Tur J, Pericard P, Peters O, Pijnenburg YAL, Pineda JA, Piñol-Ripoll G, Pisanu C, Polak T, Popp J, Posthuma D, Priller J, Puerta R, Quenez O, Quintela I, Thomassen JQ, Rábano A, Rainero I, Rajabli F, Ramakers I, Real LM, Reinders MJT, Reitz C, Reyes-Dumeyer D, Ridge P, Riedel-Heller S, Riederer P, Roberto N, Rodriguez-Rodriguez E, Rongve A, Allende IR, Rosende-Roca M, Royo JL, Rubino E, Rujescu D, Sáez ME, Sakka P, Saltvedt I, Sanabria Á, Sánchez-Arjona MB, Sanchez-Garcia F, Juan PS, Sánchez-Valle R, Sando SB, Sarnowski C, Satizabal CL, Scamosci M, Scarmeas N, Scarpini E, Scheltens P, Scherbaum N, Scherer M, Schmid M, Schneider A, Schott JM, Selbæk G, Seripa D, Serrano M, Sha J, Shadrin AA, Skrobot O, Slifer S, Snijders GJL, Soininen H, Solfrizzi V, Solomon A, Song Y, Sorbi S, Sotolongo-Grau O, Spalletta G, Spottke A, Squassina A, Stordal E, Tartan JP, Tárraga L, Tesí N, Thalamuthu A, Thomas T, Tosto G, Traykov L, Tremolizzo L, Tybjærg-Hansen A, Uitterlinden A, Ullgren A, Ulstein I, Valero S, Valladares O, Broeckhoven CV, Vance J, Vardarajan BN, Lugt A, Dongen JV, Rooij J, Swieten J, Vandenberghe R, Verhey F, Vidal J, Vogelgsang J, Vyhnalek M, Wagner M, Wallon D, Wang L, Wang R, Weinhold L, Wiltfang J, Windle G, Woods B, Yannakoulia M, Zare H, Zhao Y, Zhang X, Zhu C, Zulaica M, Laczo J, Matoska V, Serpente M, Assogna F, Piras F, Piras F, Ciullo V, Shofany J, Ferrarese C, Andreoni S, Sala G, Zoia CP, Zompo MD, Benussi A, Bastiani P, Takalo M, Natunen T, Laatikainen T, Tuomilehto J, Antikainen R, Strandberg T, Lindström J, Peltonen M, Abraham R, Al-Chalabi A, Bass NJ, Brayne C, Brown KS, Collinge J, Craig D, Deloukas P, Fox N, Gerrish A, Gill M, Gwilliam R, Harold D, Hollingworth P, Johnston JA, Jones L, Lawlor B, Livingston G, Lovestone S, Lupton M, Lynch A, Mann D, McGuinness B, McQuillin A, O’Donovan MC, Owen MJ, Passmore P, Powell JF, Proitsi P, Rossor M, Shaw CE, Smith AD, Gurling H, Todd S, Mummery C, Ryan N, Lacidogna G, Adarmes-Gómez A, Mauleón A, Pancho A, Gailhajenet A, Lafuente A, Macias-García D, Martín E, Pelejà E, Carrillo F, Merlín IS, Garrote-Espina L, Vargas L, Carrion-Claro M, Marín M, Labrador M, Buendia M, Alonso MD, Guitart M, Moreno M, Ibarria M, Periñán M, Aguilera N, Gómez-Garre P, Cañabate P, Escuela R, Pineda-Sánchez R, Vigo-Ortega R, Jesús S, Preckler S, Rodrigo-Herrero S, Diego S, Vacca A, Roveta F, Salvadori N, Chipi E, Boecker H, Laske C, Perneczky R, Anastasiou C, Janowitz D, Malik R, Anastasiou A, Parveen K, López-García S, Antonell A, Mihova KY, Belezhanska D, Weber H, Kochen S, Solis P, Medel N, Lisso J, Sevillano Z, Politis DG, Cores V, Cuesta C, Ortiz C, Bacha JI, Rios M, Saenz A, Abalos MS, Kohler E, Palacio DL, Etchepareborda I, Kohler M, Novack G, Prestia FA, Galeano P, Castaño EM, Germani S, Toso CR, Rojo M, Ingino C, Mangone C, Rubinsztein DC, Teipel S, Fievet N, Deramerourt V, Forsell C, Thonberg H, Bjerke M, Roeck ED, Martínez-Larrad MT, Olivar N, Cano A, Maroñas O, Nuñez-Llaves R, Olivé C, Adarmes-Gómez AD, Alonso MD, Amer-Ferrer G, Antequera M, Burguera JA, Casajeros MJ, Pancorbo M, Hevilla S, Espinosa MAL, Legaz A, Manzanares S, Marín M, Marín-Muñoz J, Marín T, Martínez B, Martínez V, Martínez-Lage Álvarez P, Iriarte MM, Periñán-Tocino MT, Pineda-Sánchez R, Asúa D, Rodrigo S, Sastre I, Vicente MP, Vivancos L, Epelbaum J, Hannequin D, campion D, Deramecourt V, Tzourio C, Brice A, Dubois B, Williams A, Thomas C, Davies C, Nash W, Dowzell K, Morales AC, Bernardo-Harrington M, Turton J, Lord J, Brown K, Vardy E, Fisher E, Warren JD, Rossor M, Ryan NS, Guerreiro R, Uphill J, Bass N, Heun R, Kölsch H, Schürmann B, Lacour A, Herold C, Johnston JA, Powell J, Patel Y, Hodges A, Becker T, Warden D, Wilcock G, Clarke R, Deloukas P, Ben-Shlomo Y, Hooper NM, Pickering-Brown S, Sussams R, Warner N, Bayer A, Heuser I, Drichel D, Klopp N, Mayhaus M, Riemenschneider M, Pinchler S, Feulner T, Gu W, Bussche H, Hüll M, Frölich L, Wichmann H, Jöckel K, Owen M, Bahrami S, Bosnes I, Selnes P, Bergh S, Palotie A, Daly M, Jacob H, Matakidou A, Runz H, John S, Plenge R, McCarthy M, Hunkapiller J, Ehm M, Waterworth D, Fox C, Malarstig A, Klinger K, Call K, Behrens T, Loerch P, Mäkelä T, Kaprio J, Virolainen P, Pulkki K, Kilpi T, Perola M, Partanen J, Pitkäranta A, Kaarteenaho R, Vainio S, Turpeinen M, Serpi R, Laitinen T, Mäkelä J, Kosma V, Kujala U, Tuovila O, Hendolin M, Pakkanen R, Waring J, Riley-Gillis B, Liu J, Biswas S, Diogo D, Marshall C, Hu X, Gossel M, Graham R, Cummings B, Ripatti S, Schleutker J, Arvas M, Carpén O, Hinttala R, Kettunen J, Mannermaa A, Laukkanen J, Julkunen V, Remes A, Kälviäinen R, Peltola J, Tienari P, Rinne J, Ziemann A, Esmaeeli S, Smaoui N, Lehtonen A, Eaton S, Lahdenperä S, Adelsberg J, Michon J, Kerchner G, Bowers N, Teng E, Eicher J, Mehta V, Gormley P, Linden K, Whelan C, Xu F, Pulford D, Färkkilä M, Pikkarainen S, Jussila A, Blomster T, Kiviniemi M, Voutilainen M, Georgantas B, Heap G, Rahimov F, Usiskin K, Lu T, Oh D, Kalpala K, Miller M, McCarthy L, Eklund K, Palomäki A, Isomäki P, Pirilä L, Kaipiainen-Seppänen O, Huhtakangas J, Lertratanakul A, Hochfeld M, Bing N, Gordillo JE, Mars N, Pelkonen M, Kauppi P, Kankaanranta H, Harju T, Close D, Greenberg S, Chen H, Betts J, Ghosh S, Salomaa V, Niiranen T, Juonala M, Metsärinne K, Kähönen M, Junttila J, Laakso M, Pihlajamäki J, Sinisalo J, Taskinen M, Tuomi T, Challis B, Peterson A, Chu A, Parkkinen J, Muslin A, Joensuu H, Meretoja T, Aaltonen L, Mattson J, Auranen A, Karihtala P, Kauppila S, Auvinen P, Elenius K, Popovic R, Schutzman J, Loboda A, Chhibber A, Lehtonen H, McDonough S, Crohns M, Kulkarni D, Kaarniranta K, Turunen JA, Ollila T, Seitsonen S, Uusitalo H, Aaltonen V, Uusitalo-Järvinen H, Luodonpää M, Hautala N, Loomis S, Strauss E, Chen H, Podgornaia A, Hoffman J, Tasanen K, Huilaja L, Hannula-Jouppi K, Salmi T, Peltonen S, Koulu L, Harvima I, Wu Y, Choy D, Pussinen P, Salminen A, Salo T, Rice D, Nieminen P, Palotie U, Siponen M, Suominen L, Mäntylä P, Gursoy U, Anttonen V, Sipilä K, Davis JW, Quarless D, Petrovski S, Wigmore E, Chen C, Bronson P, Tsai E, Huang Y, Maranville J, Shaikho E, Mohammed E, Wadhawan S, Kvikstad E, Caliskan M, Chang D, Bhangale T, Pendergrass S, Holzinger E, Chen X, Hedman Å, King KS, Wang C, Xu E, Auge F, Chatelain C, Rajpal D, Liu D, Xia T, Brauer M, Kurki M, Karjalainen J, Havulinna A, Jalanko A, Palta P, Briotta Parolo P, Zhou W, Lemmelä S, Rivas M, Harju J, Lehisto A, Ganna A, Llorens V, Laivuori H, Rüeger S, Niemi ME, Tukiainen T, Reeve MP, Heyne H, Palin K, Garcia-Tabuenca J, Siirtola H, Kiiskinen T, Lee J, Tsuo K, Elliott A, Kristiansson K, Hyvärinen K, Ritari J, Koskinen M, Pylkäs K, Kalaoja M, Karjalainen M, Mantere T, Kangasniemi E, Heikkinen S, Laakkonen E, Sipeky C, Heron S, Karlsson A, Jambulingam D, Rathinakannan VS, Kajanne R, Aavikko M, Jiménez MG, Briotta Parola P, Kanai M, Kaunisto M, Kilpeläinen E, Sipilä TP, Brein G, Awaisa G, Shcherban A, Donner K, Loukola A, Laiho P, Sistonen T, Kaiharju E, Laukkanen M, Järvensivu E, Lähteenmäki S, Männikkö L, Wong R, Mattsson H, Hiekkalinna T, Paajanen T, Pärn K, Gracia-Tabuenca J, Abner E, Adams PM, Aguirre A, Albert MS, Albin RL, Allen M, Alvarez L, Apostolova LG, Arnold SE, Asthana S, Atwood CS, Ayres G, Baldwin CT, Barber RC, Barnes LL, Beach TG, Becker JT, Beecham GW, Beekly D, Below JE, Benitez BA, Bennett D, Bertelson J, Margaret FE, Bird TD, Blacker D, Boeve BF, Bowen JD, Boxer A, Brewer J, Burke JR, Burns JM, Bush WS, Buxbaum JD, Cairns NJ, Cao C, Carlson CS, Carlsson CM, Carney RM, Carrasquillo MM, Chasse S, Chesselet M, Chesi A, Chin NA, Chui HC, Craft S, Crane PK, Cribbs DH, Crocco EA, Cruchaga C, Cullum M, Darby E, Davis B, De Jager PL, DeCarli C, DeToledo J, Dick M, Dickson DW, Dombroski BA, Doody RS, Duara R, Ertekin-Taner N, Evans DA, Fairchild TJ, Fallon KB, Farlow MR, Farrell JJ, Fernandez-Hernandez V, Ferris S, Frosch MP, Galasko DR, Gamboa A, Gearing M, Geschwind DH, Ghetti B, Gilbert JR, Grabowski TJ, Graff-Radford NR, Grant SFA, Green RC, Growdon JH, Haines JL, Hakonarson H, Hall J, Hamilton RL, Harari O, Harrell LE, Haut J, Head E, Henderson VW, Hernandez M, Hohman T, Honig LS, Huebinger RM, Huentelman MJ, Hulette CM, Hyman BT, Hynan LS, Ibanez L, Jarvik GP, Jayadev S, Jin L, Johnson K, Johnson L, Kamboh MI, Karydas AM, Katz MJ, Kaye JA, Keene CD, Khaleeq A, Kim R, Knebl J, Kowall NW, Kramer JH, LaFerla FM, Lah JJ, Larson EB, Lee C, Lee EB, Lerner A, Leung YY, Leverenz JB, Levey AI, Li M, Lieberman AP, Lipton RB, Logue M, Lyketsos CG, Malamon J, Mains D, Marson DC, Martiniuk F, Mash DC, Masliah E, Massman P, Masurkar A, McCormick WC, McCurry SM, McDavid AN, McKee AC, Mesulam M, Mez J, Miller BL, Miller CA, Miller JW, Montine TJ, Monuki ES, Morris JC, Myers AJ, Nguyen T, O’Bryant S, Olichney JM, Ory M, Palmer R, Parisi JE, Paulson HL, Pavlik V, Paydarfar D, Perez V, Peskind E, Petersen RC, Pierce A, Polk M, Poon WW, Potter H, Qu L, Quiceno M, Quinn JF, Raj A, Raskind M, Reiman EM, Reisberg B, Reisch JS, Ringman JM, Roberson ED, Rodriguear M, Rogaeva E, Rosen HJ, Rosenberg RN, Royall DR, Sager MA, Sano M, Saykin AJ, Schneider JA, Schneider LS, Seeley WW, Slifer SH, Small S, Smith AG, Smith JP, Song YE, Sonnen JA, Spina S, George-Hyslop PS, Stern RA, Stevens AB, Strittmatter SM, Sultzer D, Swerdlow RH, Tanzi RE, Tilson JL, Trojanowski JQ, Troncoso JC, Tsuang DW, Van Deerlin VM, Eldik LJ, Vassar R, Vinters HV, Vonsattel J, Weintraub S, Welsh-Bohmer KA, Whitehead PL, Wijsman EM, Wilhelmsen KC, Williams B, Williamson J, Wilms H, Wingo TS, Wisniewski T, Woltjer RL, Woon M, Wright CB, Wu C, Younkin SG, Yu C, Yu L, Zhang Y, Zhao Y, Zhu X, Adams H, Akinyemi RO, Ali M, Aparicio HJ, Bahadori M, Becker JT, Breteler M, Chasman D, Chauhan G, Comic H, Cox S, Cupples AL, Davies G, DeCarli CS, Duperron M, Dupuis J, Evans T, Fan F, Fitzpatrick A, Fohner AE, Ganguli M, Geerlings M, Glatt SJ, Gonzalez HM, Goss M, Grabe H, Habes M, Heckbert SR, Hofer E, Hong E, Hughes T, Kautz TF, Knol M, Kremen W, Lacaze P, Lahti J, Grand QL, Litkowski E, Li S, Liu D, Liu X, Loitfelder M, Manning A, Maillard P, Marioni R, Mazoyer B, Lent DM, Mei H, Mishra A, Nyquist P, O’Connell J, Patel Y, Paus T, Pausova Z, Raikkonen-Talvitie K, Riaz M, Rich S, Rotter J, Romero J, Roshchupkin G, Saba Y, Sargurupremraj M, Schmidt H, Schmidt R, Shulman JM, Smith J, Sekhar H, Rajula R, Shin J, Simino J, Sliz E, Teumer A, Thomas A, Tin A, Tucker-Drob E, Vojinovic D, Wang Y, Weinstein G, Williams D, Wittfeld K, Yanek L, Yang Y, Farrer LA, Psaty BM, Ghanbari M, Raj T, Sachdev P, Mather K, Jessen F, Ikram MA, Mendonça A, Hort J, Tsolaki M, Pericak-Vance MA, Amouyel P, Williams J, Frikke-Schmidt R, Clarimon J, Deleuze J, Rossi G, Seshadri S, Andreassen OA, Ingelsson M, Hiltunen M, Sleegers K, Schellenberg GD, Duijn CM, Sims R, Flier WM, Ruiz A, Ramirez A, Lambert J
    (    A1 Vertaisarvioitu alkuperäisartikkeli tieteellisessä lehdessä )


  • Are Breast Cancer Nomograms Still Valid to Predict the Need for Axillary Dissection?  (2021)  
    • Oncology
     Madekivi Vilma, Karlsson Antti, Boström Pia, Salminen Eeva
    (    A1 Vertaisarvioitu alkuperäisartikkeli tieteellisessä lehdessä )



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